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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)
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11.66 GB
文件大小
586
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📦
分类
2026-11-06
收录日期
Hash
89a416054201781c60df1b3747d9f7e42dd48357文件列表
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/20. Multiple linear regression/2. Multiple linear regression behind the scene - Part 1.mp4160.26 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/TutsNode.com.txt63.00 B
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/21. Polynomial regression/2. Polynomial regression on multiple feature dataset.srt27.97 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/4. The log scale.srt26.21 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/5. Seaborn plots.srt26.15 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/6. Range, enumerate and zip.srt25.78 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/2. DataFrame introduction.srt25.46 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/3. Matplotlib Subplot and histogram.srt25.37 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/30. ML Concept - K-Fold validation, GridSearch/2. Updated template with GridSearchCV.srt24.17 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/2. Scatter plot on Iris dataset.srt23.26 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/21. Polynomial regression/1. Polynomial regression.srt23.00 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/5. Meet your Author.srt2.47 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/6. Linkedin and Instagram links.html511.00 B
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/29. Regression - Regression models master template/1. Master template regression model - Data creation.srt22.85 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/1. Bayes theorem.srt22.20 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/19. Linear Regression/2. Linear regression implementation in python - Part 1.srt21.97 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/5. BeginsWith endsWith and dot character.srt21.90 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/1. Measuring Entropy & Gini impurity.srt21.27 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/3. ROC, AUC - Calculating the optimal threshold (Youdens method).srt21.02 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/20. Multiple linear regression/2. Multiple linear regression behind the scene - Part 1.srt20.98 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/5. Maps, Filters and Lambdas.srt20.81 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/5. Gaussian naive bayes.srt20.80 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/4. Test and train data split and Feature scaling.srt20.78 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/7. Assignment solution and OneHotEncoding - Part 01.srt20.19 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/7. CAP curve with multiple models and multi-class.srt20.08 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/5. Python Module and packages/2. User defined packages.srt20.06 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/4. Multiple, multi level inheritance and MRO.srt19.95 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/22. Before we move forward/2. Gradient decent - Background.srt19.68 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/5. Pre-processing re-visited.srt19.53 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/1. Why Co-relation is important.srt19.24 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/5. Matrices selection and conditional selection.srt19.23 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/8. Assignment solution and OneHotEncoding - Part 02.srt19.21 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/30. ML Concept - K-Fold validation, GridSearch/3. K Fold cross validation without GridSearchCV.srt19.21 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/3. Read mode, write mode and methods.srt19.09 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/43. Ensemble techniques/1. Voting classifier.srt19.05 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/25. Bagging and boosting/2. Boosting.srt18.83 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/3. DataFrame Selections.srt18.70 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/1. Python random class.srt18.64 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/35. Few good things to know about ML/1. Euler's number.srt18.11 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/1. KNN background.srt18.09 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/1. Python decorators.srt17.72 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/8. Boxplot and Violin Plot.srt17.65 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/2. Random under numpy and Arange.srt17.60 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/6. Special class methods.srt17.52 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/2. Co-variance.srt17.50 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/3. Python generators.srt17.50 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/28. Regression - Evaluation technique background (Regression)/1. R-square.srt17.49 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/20. Multiple linear regression/3. Multiple linear regression behind the scene - Part 2.srt17.37 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/1. SVM getting started with 1D data.srt17.25 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/3. Python collections.srt17.05 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/5. Under and over sampling.srt17.03 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/7. Feature selection.srt16.99 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/3. Multinomial naive bayes.srt16.90 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/7. Python Errors handling/2. Error types, else and finally.srt16.79 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/5. String Start Stop and Step.srt16.38 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/3. Scopes.srt16.24 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/4. Slicing and broadcast.srt16.24 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/2. Paths.srt15.98 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/3. Visualization of decision tree model.srt15.92 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/7. Percentiles, moment and Quantiles.srt15.85 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/1. User-defined functions.srt15.79 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/2. NumPy array functions - Array generate.srt15.77 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/1. Regular expression introduction.srt15.65 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/2. Decision Tree implementation with 1 feature.srt15.65 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/2. SVM, mapping higher dimension.srt15.63 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/4. Vector Multiplication.srt15.54 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/4. Confusion matrix 3D.srt15.32 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/2. Logistic regression background.srt15.14 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/2. Jupyter notebook.srt15.08 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/5. Break, continue and pass.srt15.03 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/4. Greedy, non-greedy matches and findall.srt15.03 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/1. Naming conventions and introduction.srt14.80 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/6. Gaussian naive Bayes under Python & Visualization of models.srt14.79 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/10. Sets.srt14.76 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/3. Accuracy, precision, recall, Specificity, F1 Score.srt14.76 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/5. Standard deviation.srt14.76 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/2. handling missing data.srt14.74 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/5. Concatenation.srt14.51 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/5. CAP curve background.srt14.31 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/15. Logical operators.srt14.21 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/3. Random array based methods.srt14.15 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/2. Regular expression, grouping and pipe.srt14.11 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/1. Why Logistic regression.srt14.07 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/1. Introduction to ML & Supervised learning.srt14.05 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/2. Matplotlib Bar-graph and multiple plotting.srt14.01 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/4. Python counter from collections.srt14.01 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/7. Univariate Analysis using PDF.srt13.98 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/1. If ElIf & else.srt13.98 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/3. Co-relation.srt13.78 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/41. GridSearchCV, RandomizedSearchCV and KFold validation/1. Updated template with GridSearchCV.srt13.76 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/19. Linear Regression/1. Linear regression working and Cost function.srt13.64 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/1. Matplotlib simple plot, line graphs.srt13.62 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/3. Pair plot and limitations.srt13.40 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/1. The accuracy, not so accurate.srt13.39 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/1. Panda series.srt13.27 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/22. Before we move forward/3. Gradient decent in 2D and 3D space.srt13.11 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/5. Polymorphism.srt13.03 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/6. CAP curve implementation.srt12.99 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/3. Repetition and range.srt12.98 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/6. Matpotlib Wireframe surface plotting.srt12.92 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/6. Lambda once again.srt12.91 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/9. List shorting, reversing, removing, clear, list of list.srt12.90 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/25. Bagging and boosting/1. Bagging.srt12.83 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/20. Multiple linear regression/1. Multiple linear regression in Python.srt12.70 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/3. Inheritance.srt12.58 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/4. ROC, AUC - Calculating the optimal threshold (best Accuracy method).srt12.55 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/9. Discussion forum.srt3.77 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/6. Pre-processing re-visited continues.srt12.51 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/9. HeatMap.srt12.43 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/4. Logistic regression on multi-class classification.srt12.37 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/22. Before we move forward/1. Bias, Variance and overfitting.srt12.28 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/7. Sets.srt12.24 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/41. GridSearchCV, RandomizedSearchCV and KFold validation/2. RandomizedSearchCV.srt12.11 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/4. Matplotlib Scatter plots and Pie charts.srt12.05 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/8. Literal matching, Sub and verbose.srt12.01 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/4. Tuple unpacking.srt11.97 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/26. Regression - AdaBoost and XGBoost regressor/1. AdaBoost and XGBoost regressor.srt11.91 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/2. Class method decorator.srt11.53 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/38. Classification - AdaBoost and XGBoost classifier/1. AdaBoost and XGBoost classifier.srt11.39 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/6. Facetgrid plots.srt11.38 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/5. Python Module and packages/1. Python packages.srt11.13 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/2. While loop.srt11.13 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/6. Most common data distributions, PDF and PMF.srt11.03 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/7. In.srt11.01 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/2. Likelihood vs probability.srt10.92 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/5. Matplotlib 3D scatter and simple plot.srt10.78 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/7. Python Errors handling/1. Try except finally.srt10.76 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/1. Data import.srt10.58 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/6. Operations.srt10.42 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/4. SVM implementation using python.srt10.42 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/1. Data types.srt10.29 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/3. Feature selection and Encoding categorical data.srt10.23 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/4. Decision Tree implementation - multiple features.srt10.23 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/1. Matrices.srt10.22 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/4. GroupBy.srt10.22 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/30. ML Concept - K-Fold validation, GridSearch/4. K Fold cross validation without GridSearchCV continues.srt10.21 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/24. Random forest regression/2. Random Forest.srt10.14 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/8. Lists in Python.srt9.99 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/24. Random forest regression/1. Ensemble Learning.srt9.92 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/2. Confusion matrix.srt9.75 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/8. Input and import.srt9.73 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/2. ROC, AUC - Evaluating best model.srt9.71 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/4. Curse of dimensionality.srt9.65 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/7. String formatting.srt9.63 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/14. Comparison operators.srt9.57 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/12. Dictionary in python.srt9.45 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/4. Update Anaconda website updated.srt9.32 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/3. Visualization and few more things.srt9.32 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/1. Python setting up.srt9.30 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/2. Unsupervised learning.srt9.25 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/44. Model deployment basics/1. Model deployment basics.srt9.19 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/44. Model deployment basics/2. Prediction using value.srt9.19 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/3. Variables and assignment.srt9.12 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/45. Thanks a ton!/1. Thanks for taking this course.srt1.80 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/5. Python Module and packages/2. User defined packages.mp4144.43 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/3. Type of data.srt9.09 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/6. Numpy operations.srt9.08 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/5. Identity matrix, matrix inverse properties, transpose of matrix.srt9.02 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/2. KNN in python.srt8.86 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/5. Math Matrix multiplication.srt8.82 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/40. Classification - Classification model master template/1. Classification model master template.srt8.80 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/3. Pycharm python IDE.srt8.76 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/5. KNN on multi class classification.srt8.50 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/37. Classification - Decision Tree and Random forest/1. Decision Tree and Random forest.srt8.49 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/6. BeginsWith endsWith and dot character continues.srt8.46 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/30. ML Concept - K-Fold validation, GridSearch/1. K Fold cross validation.srt8.40 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/11. Tuples.srt8.32 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/35. Few good things to know about ML/2. Balanced vs imbalanced data.srt8.28 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/4. LabelEncoding classes.srt8.17 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/27. Regression - SVM (regression)/1. SVM (regression) Background.srt7.89 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/19. Linear Regression/3. Linear regression implementation in python - Part 2.srt7.82 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/28. Regression - Evaluation technique background (Regression)/2. Adjusted R-Square.srt7.39 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/2. Help function.srt7.27 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/4. Mean Mode median.srt6.66 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/1. Autocomplete on jupyter notebook.srt5.78 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/1. Files introduction.srt4.84 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/6. Assignment and tips.srt4.49 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/4. Tips dataset.srt4.19 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/27. Regression - SVM (regression)/2. SVR under Python.srt4.01 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/5. Logistic regression on multi-class classification under python.srt3.72 KB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/1. ROC, AUC and PR curve background.mp4131.44 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/8. Assignment solution and OneHotEncoding - Part 02.mp4126.22 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/3. ROC, AUC - Calculating the optimal threshold (Youdens method).mp4124.39 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/21. Polynomial regression/2. Polynomial regression on multiple feature dataset.mp4119.27 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/7. Feature selection.mp4106.13 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/2. DataFrame introduction.mp498.14 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/19. Linear Regression/2. Linear regression implementation in python - Part 1.mp492.47 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/30. ML Concept - K-Fold validation, GridSearch/3. K Fold cross validation without GridSearchCV.mp491.91 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/3. Visualization of decision tree model.mp489.29 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/5. BeginsWith endsWith and dot character.mp486.88 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/22. Before we move forward/3. Gradient decent in 2D and 3D space.mp485.14 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/4. The log scale.mp483.64 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/4. Vector Multiplication.mp482.95 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/3. Matplotlib Subplot and histogram.mp482.54 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/1. Measuring Entropy & Gini impurity.mp481.94 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/4. Multiple, multi level inheritance and MRO.mp479.77 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/1. Python setting up.mp476.70 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/3. Python generators.mp476.10 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/3. DataFrame Selections.mp475.65 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/40. Classification - Classification model master template/2. Classification model master template with evaluation and different data set.mp475.15 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/20. Multiple linear regression/3. Multiple linear regression behind the scene - Part 2.mp475.10 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/4. Confusion matrix 3D.mp474.97 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/1. Bayes theorem.mp473.79 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/1. Python decorators.mp472.83 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/1. Regular expression introduction.mp472.46 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/5. Concatenation.mp472.27 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/2. handling missing data.mp471.55 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/6. Pre-processing re-visited continues.mp471.21 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/16. Connect on LinkedIn, It's good!.mp471.04 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/1. Python random class.mp470.59 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/20. Multiple linear regression/1. Multiple linear regression in Python.mp469.61 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/4. ROC, AUC - Calculating the optimal threshold (best Accuracy method).mp469.34 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/2. Matplotlib Bar-graph and multiple plotting.mp468.58 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/30. ML Concept - K-Fold validation, GridSearch/4. K Fold cross validation without GridSearchCV continues.mp468.43 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/3. Pair plot and limitations.mp467.83 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/38. Classification - AdaBoost and XGBoost classifier/1. AdaBoost and XGBoost classifier.mp467.66 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/5. Maps, Filters and Lambdas.mp467.55 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/6. CAP curve implementation.mp466.97 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/26. Regression - AdaBoost and XGBoost regressor/1. AdaBoost and XGBoost regressor.mp466.97 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/3. Accuracy, precision, recall, Specificity, F1 Score.mp466.10 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/6. Special class methods.mp465.81 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/3. Multinomial naive bayes.mp465.01 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/4. SVM implementation using python.mp464.16 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/3. Python collections.mp464.02 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/25. Bagging and boosting/2. Boosting.mp463.93 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/2. Paths.mp462.83 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/1. KNN background.mp462.26 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/9. Discussion forum.mp461.62 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/22. Before we move forward/2. Gradient decent - Background.mp460.51 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/3. Pycharm python IDE.mp460.50 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/3. Visualization and few more things.mp459.82 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/1. SVM getting started with 1D data.mp457.31 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/4. Update Anaconda website updated.mp456.04 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/10. Sets.mp454.49 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/44. Model deployment basics/2. Prediction using value.mp454.35 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/4. Python counter from collections.mp454.21 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/1. Data types.mp454.01 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/42. Evaluation techniques using curves (ROC,AUC, PR, CAP)/5. CAP curve background.mp453.90 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/4. Decision Tree implementation - multiple features.mp453.75 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/35. Few good things to know about ML/1. Euler's number.mp452.69 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/24. Random forest regression/2. Random Forest.mp452.61 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/2. Unsupervised learning.mp452.50 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/2. Likelihood vs probability.mp452.32 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/2. Logistic regression background.mp452.01 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/1. Naming conventions and introduction.mp451.97 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/28. Regression - Evaluation technique background (Regression)/1. R-square.mp451.66 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/6. Most common data distributions, PDF and PMF.mp451.44 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/44. Model deployment basics/1. Model deployment basics.mp451.39 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/1. Why Logistic regression.mp451.02 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/2. KNN in python.mp448.73 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/4. Matplotlib Scatter plots and Pie charts.mp448.53 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/3. Feature selection and Encoding categorical data.mp448.21 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/2. Regular expression, grouping and pipe.mp448.18 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/15. Logical operators.mp447.88 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/2. SVM, mapping higher dimension.mp447.80 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/4. LabelEncoding classes.mp447.16 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/1. Introduction to ML & Supervised learning.mp446.91 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/1. The accuracy, not so accurate.mp446.01 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/1. If ElIf & else.mp445.31 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/6. Facetgrid plots.mp444.71 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/3. SVM, in 2D space.mp444.62 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/5. KNN on multi class classification.mp444.32 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/9. List shorting, reversing, removing, clear, list of list.mp444.09 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/4. Logistic regression on multi-class classification.mp442.81 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/9. HeatMap.mp442.78 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/22. Before we move forward/1. Bias, Variance and overfitting.mp442.05 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/3. Logistic regression under python.mp441.68 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/2. Confusion matrix.mp438.24 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/3. For loop.mp435.00 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/12. Dictionary in python.mp434.20 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/4. Curse of dimensionality.mp433.81 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/8. Lists in Python.mp433.36 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/6. Operations.mp432.99 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/5. Standard deviation.mp432.77 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/.pad/1631.23 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/6. Assignment and tips.mp432.58 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/2. While loop.mp432.48 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/3. Variables and assignment.mp431.81 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/4. Tuple unpacking.mp431.28 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/45. Thanks a ton!/1. Thanks for taking this course.mp429.77 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/5. Logistic regression on multi-class classification under python.mp429.53 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/2. Python numbers.mp428.92 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/5. Identity matrix, matrix inverse properties, transpose of matrix.mp428.77 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/6. BeginsWith endsWith and dot character continues.mp428.65 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/7. In.mp428.47 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/14. Comparison operators.mp428.30 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/35. Few good things to know about ML/2. Balanced vs imbalanced data.mp428.07 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/8. Input and import.mp428.00 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/27. Regression - SVM (regression)/1. SVM (regression) Background.mp426.94 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/11. Tuples.mp426.73 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/8. Short discussion.mp426.28 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/4. Tips dataset.mp426.08 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/5. Math Matrix multiplication.mp424.07 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/3. Type of data.mp423.76 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/2. Help function.mp423.59 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/3. Matrix multiplication.mp423.39 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/.pad/184628.63 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/1. Matrices.mp423.32 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/29. Regression - Regression models master template/2. Master template regression model - Models and evaluation.mp421.98 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/27. Regression - SVM (regression)/2. SVR under Python.mp421.73 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/13. None and Bool.mp421.66 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/28. Regression - Evaluation technique background (Regression)/2. Adjusted R-Square.mp421.56 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/6. String slicing.mp420.04 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/.pad/1901.96 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/30. ML Concept - K-Fold validation, GridSearch/1. K Fold cross validation.mp420.01 MB
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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/1. Files introduction.mp416.81 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/.pad/1921.19 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/4. Mean Mode median.mp415.96 MB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/.pad/19342.17 KB
MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/2. Matrix operations and scalar operations.mp413.99 MB
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