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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero To Hero!!)
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/2. Jupyter notebook.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/5. Meet your Author.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/6. Linkedin and Instagram links.html
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/2. Paths.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/3. Read mode, write mode and methods.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/2. NumPy array functions - Array generate.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/3. Random array based methods.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/4. Slicing and broadcast.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/5. Matrices selection and conditional selection.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/1. Panda series.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/2. DataFrame introduction.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/3. DataFrame Selections.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/5. Concatenation.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/1. Python random class.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/2. Random under numpy and Arange.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/3. Python collections.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/4. Python counter from collections.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/1. Matplotlib simple plot, line graphs.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/2. Matplotlib Bar-graph and multiple plotting.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/3. Matplotlib Subplot and histogram.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/1. Introduction to ML & Supervised learning.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/5. Standard deviation.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/7. Percentiles, moment and Quantiles.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/3. Pair plot and limitations.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/5. Seaborn plots.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/7. Univariate Analysis using PDF.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/8. Boxplot and Violin Plot.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/4. Vector Multiplication.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/2. handling missing data.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/4. Test and train data split and Feature scaling.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/5. Under and over sampling.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/7. Assignment solution and OneHotEncoding - Part 01.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/8. Assignment solution and OneHotEncoding - Part 02.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/19. Linear Regression/1. Linear regression working and Cost function.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/19. Linear Regression/2. Linear regression implementation in python - Part 1.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/10. Sets.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/15. Logical operators.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/5. String Start Stop and Step.srt
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[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.mp4
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[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.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/21. Polynomial regression/1. Polynomial regression.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/21. Polynomial regression/2. Polynomial regression on multiple feature dataset.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/22. Before we move forward/2. Gradient decent - Background.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/1. Measuring Entropy & Gini impurity.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/2. Decision Tree implementation with 1 feature.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/3. Visualization of decision tree model.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/25. Bagging and boosting/2. Boosting.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/28. Regression - Evaluation technique background (Regression)/1. R-square.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/1. If ElIf & else.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/5. Break, continue and pass.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/6. Range, enumerate and zip.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/30. ML Concept - K-Fold validation, GridSearch/2. Updated template with GridSearchCV.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/1. Why Co-relation is important.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/2. Co-variance.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/3. Co-relation.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/5. Pre-processing re-visited.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/7. Feature selection.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/1. KNN background.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/1. Why Logistic regression.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/2. Logistic regression background.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/1. Bayes theorem.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/3. Multinomial naive bayes.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/4. The log scale.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/5. Gaussian naive bayes.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/35. Few good things to know about ML/1. Euler's number.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/1. SVM getting started with 1D data.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/2. SVM, mapping higher dimension.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/1. The accuracy, not so accurate.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/4. Confusion matrix 3D.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/1. User-defined functions.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/3. Scopes.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/5. Maps, Filters and Lambdas.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/41. GridSearchCV, RandomizedSearchCV and KFold validation/1. Updated template with GridSearchCV.srt
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[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).srt
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[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.srt
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[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.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/43. Ensemble techniques/1. Voting classifier.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/5. Python Module and packages/2. User defined packages.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/1. Naming conventions and introduction.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/4. Multiple, multi level inheritance and MRO.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/5. Polymorphism.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/6. Special class methods.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/7. Python Errors handling/2. Error types, else and finally.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/1. Python decorators.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/3. Python generators.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/1. Regular expression introduction.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/2. Regular expression, grouping and pipe.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/3. Repetition and range.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/4. Greedy, non-greedy matches and findall.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/5. BeginsWith endsWith and dot character.srt
