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MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)
- Date: 2024-06-12
- Size: 12 GB
- Files: 586
File Name
Size
[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
160 MB
TutsNode.com.txt
63 B
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/21. Polynomial regression/2. Polynomial regression on multiple feature dataset.srt
28 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/4. The log scale.srt
26 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/5. Seaborn plots.srt
26 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/6. Range, enumerate and zip.srt
26 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/2. DataFrame introduction.srt
26 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/3. Matplotlib Subplot and histogram.srt
25 kB
[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
24 kB
[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
23 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/21. Polynomial regression/1. Polynomial regression.srt
23 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/5. Meet your Author.srt
2.5 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/6. Linkedin and Instagram links.html
511 B
[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
23 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/1. Bayes theorem.srt
22 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/19. Linear Regression/2. Linear regression implementation in python - Part 1.srt
22 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/5. BeginsWith endsWith and dot character.srt
22 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/1. Measuring Entropy & Gini impurity.srt
21 kB
[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
21 kB
[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
21 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/5. Maps, Filters and Lambdas.srt
21 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/5. Gaussian naive bayes.srt
21 kB
[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
21 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/7. Assignment solution and OneHotEncoding - Part 01.srt
20 kB
[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
20 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/5. Python Module and packages/2. User defined packages.srt
20 kB
[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
20 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/22. Before we move forward/2. Gradient decent - Background.srt
20 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/5. Pre-processing re-visited.srt
20 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/1. Why Co-relation is important.srt
19 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/5. Matrices selection and conditional selection.srt
19 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/8. Assignment solution and OneHotEncoding - Part 02.srt
19 kB
[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
19 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/3. Read mode, write mode and methods.srt
19 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/43. Ensemble techniques/1. Voting classifier.srt
19 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/25. Bagging and boosting/2. Boosting.srt
19 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/3. DataFrame Selections.srt
19 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/1. Python random class.srt
19 kB
[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
18 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/1. KNN background.srt
18 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/1. Python decorators.srt
18 kB
[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
18 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/2. Random under numpy and Arange.srt
18 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/6. Special class methods.srt
18 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/2. Co-variance.srt
18 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/3. Python generators.srt
18 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/28. Regression - Evaluation technique background (Regression)/1. R-square.srt
18 kB
[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
17 kB
[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
17 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/3. Python collections.srt
17 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/5. Under and over sampling.srt
17 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/7. Feature selection.srt
17 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/3. Multinomial naive bayes.srt
17 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/7. Python Errors handling/2. Error types, else and finally.srt
17 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/5. String Start Stop and Step.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/3. Scopes.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/4. Slicing and broadcast.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/2. Paths.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/3. Visualization of decision tree model.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/7. Percentiles, moment and Quantiles.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/1. User-defined functions.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/2. NumPy array functions - Array generate.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/1. Regular expression introduction.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/2. Decision Tree implementation with 1 feature.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/2. SVM, mapping higher dimension.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/4. Vector Multiplication.srt
16 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/4. Confusion matrix 3D.srt
15 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/2. Logistic regression background.srt
15 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/2. Jupyter notebook.srt
15 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/5. Break, continue and pass.srt
15 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/4. Greedy, non-greedy matches and findall.srt
15 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/1. Naming conventions and introduction.srt
15 kB
[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
15 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/10. Sets.srt
15 kB
[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
15 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/5. Standard deviation.srt
15 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/2. handling missing data.srt
15 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/5. Concatenation.srt
14 kB
[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
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/15. Logical operators.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/3. Random array based methods.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/2. Regular expression, grouping and pipe.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/1. Why Logistic regression.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/1. Introduction to ML & Supervised learning.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/2. Matplotlib Bar-graph and multiple plotting.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/13. More useful modules/4. Python counter from collections.srt
14 kB
[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
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/1. If ElIf & else.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/3. Co-relation.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/41. GridSearchCV, RandomizedSearchCV and KFold validation/1. Updated template with GridSearchCV.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/19. Linear Regression/1. Linear regression working and Cost function.srt
14 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/1. Matplotlib simple plot, line graphs.srt
14 kB
[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
13 kB
[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
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/1. Panda series.srt
13 kB
[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
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/5. Polymorphism.srt
13 kB
[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
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/3. Repetition and range.srt
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/6. Matpotlib Wireframe surface plotting.srt
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/6. Lambda once again.srt
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/9. List shorting, reversing, removing, clear, list of list.srt
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/25. Bagging and boosting/1. Bagging.srt
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/20. Multiple linear regression/1. Multiple linear regression in Python.srt
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/3. Inheritance.srt
13 kB
[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).srt
13 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/4. args and kwargs.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/9. Discussion forum.srt
3.8 kB
.pad/0
61 B
[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.mp4
153 MB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/6. Pre-processing re-visited continues.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/9. HeatMap.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/4. Logistic regression on multi-class classification.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/22. Before we move forward/1. Bias, Variance and overfitting.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/7. Sets.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/41. GridSearchCV, RandomizedSearchCV and KFold validation/2. RandomizedSearchCV.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/4. Matplotlib Scatter plots and Pie charts.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/9. Python Regular expression/8. Literal matching, Sub and verbose.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/4. Tuple unpacking.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/6. Python OOPS in python/2. Class attributes and Methods.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/26. Regression - AdaBoost and XGBoost regressor/1. AdaBoost and XGBoost regressor.srt
12 kB
[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.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/1. Setting up.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/3. SVM, in 2D space.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/2. Class method decorator.srt
12 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/38. Classification - AdaBoost and XGBoost classifier/1. AdaBoost and XGBoost classifier.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/6. Facetgrid plots.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/5. Python Module and packages/1. Python packages.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/2. While loop.srt
11 kB
[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.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/7. In.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/2. Likelihood vs probability.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/14. Python Matplotlib/5. Matplotlib 3D scatter and simple plot.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/7. Python Errors handling/1. Try except finally.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/3. For loop.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/1. Data import.srt
11 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/6. Operations.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/36. Classification - Support Vector machines/4. SVM implementation using python.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/1. Data types.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/3. Feature selection and Encoding categorical data.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/23. Decision Tree regression/4. Decision Tree implementation - multiple features.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/1. Matrices.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/12. Python Pandas/4. GroupBy.srt
10 kB
[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.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/24. Random forest regression/2. Random Forest.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/2. Python numbers.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/4. String basics.srt
10 kB
[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/8. Lists in Python.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/24. Random forest regression/1. Ensemble Learning.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/39. ML Concept - Evaluation techniques (Manual)/2. Confusion matrix.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/3. Python Statements/8. Input and import.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)/2. ROC, AUC - Evaluating best model.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/4. Curse of dimensionality.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/7. String formatting.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/14. Comparison operators.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/12. Dictionary in python.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/4. Update Anaconda website updated.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/1. Python setting up.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/2. Unsupervised learning.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/44. Model deployment basics/1. Model deployment basics.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/44. Model deployment basics/2. Prediction using value.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/3. Variables and assignment.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/45. Thanks a ton!/1. Thanks for taking this course.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.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/3. Type of data.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/11. Python Numpy/6. Numpy operations.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/2. KNN in python.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/40. Classification - Classification model master template/1. Classification model master template.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/3. Pycharm python IDE.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/3. Matrix multiplication.srt
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[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.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/30. ML Concept - K-Fold validation, GridSearch/1. K Fold cross validation.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/11. Tuples.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/2. Balanced vs imbalanced data.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/32. Classification - K-nearest neighbors algorithm (KNN)/4. LabelEncoding classes.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/27. Regression - SVM (regression)/1. SVM (regression) Background.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/19. Linear Regression/3. Linear regression implementation in python - Part 2.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/28. Regression - Evaluation technique background (Regression)/2. Adjusted R-Square.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/4. Python Method and Functions/2. Help function.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/33. Logistic regression classifier/3. Logistic regression under python.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/15. ML Before we start/4. Mean Mode median.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/17. Linear Algebra basics for ML/2. Matrix operations and scalar operations.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/1. Autocomplete on jupyter notebook.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/10. Python Files/1. Files introduction.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/6. Assignment and tips.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/16. Visualisation ( Exploratory Data Analysis) with Seaborn/4. Tips dataset.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/16. Connect on LinkedIn, It's good!.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/27. Regression - SVM (regression)/2. SVR under Python.srt
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[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.srt
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/8. Short discussion.srt
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[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.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.mp4
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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.mp4
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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.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/41. GridSearchCV, RandomizedSearchCV and KFold validation/2. RandomizedSearchCV.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/43. Ensemble techniques/1. Voting classifier.mp4
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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.mp4
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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.mp4
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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.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/7. Feature selection.mp4
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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.mp4
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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.mp4
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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.mp4
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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.mp4
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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.mp4
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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.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/18. Pre-processing/5. Under and over sampling.mp4
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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.mp4
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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.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/4. The log scale.mp4
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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.mp4
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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.mp4
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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.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/5. Gaussian naive bayes.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/1. Python Setting up/1. Python setting up.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/8. Python decorators and Generators/3. Python generators.mp4
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[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.mp4
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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.mp4
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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.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/34. Naive bayes classification/1. Bayes theorem.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/31. Pre-processing revisited/6. Pre-processing re-visited continues.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/2. Python Basics/16. Connect on LinkedIn, It's good!.mp4
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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)/4. ROC, AUC - Calculating the optimal threshold (best Accuracy method).mp4
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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.mp4
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[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.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/38. Classification - AdaBoost and XGBoost classifier/1. AdaBoost and XGBoost classifier.mp4
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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.mp4
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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.mp4
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[TutsNode.com] - MACHINE LEARNING MASTER CLASS, AI MADE EASY (Zero to Hero!!)/26. Regression - AdaBoost and XGBoost regressor/1. AdaBoost and XGBoost regressor.mp4
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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.mp4
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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.mp4
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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.mp4
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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)/2. ROC, AUC - Evaluating best model.mp4
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