Create Tool:
Create Time:2023-01-10 22:59:14
File Size:13.34 GB
File Count:425
File Hash:b9e0c8dbd1e0d5ad09ec2fcde5870335429889a6
| 27. Portfolio Project Netflix Recommender Systems Introduction/11. Converting The Project To Object Oriented Programming Styles.mp4 | 154.96 MB |
| 1. Installing And Preparing The Environment/2. Installing Environment.mp4 | 18.72 MB |
| 1. Installing And Preparing The Environment/3. Opening IDE.mp4 | 13.97 MB |
| 1. Installing And Preparing The Environment/4. Resources Note.html | 336 B |
| 2. Strings , Random Number Generators and CLI Game Fun/1. Section Introduction.mp4 | 13.03 MB |
| 2. Strings , Random Number Generators and CLI Game Fun/2. Resources.html | 52 B |
| 2. Strings , Random Number Generators and CLI Game Fun/2.1 StringsAndRandomNumberGenerators.zip | 1.73 KB |
| 2. Strings , Random Number Generators and CLI Game Fun/3. Creating Variables in Python.mp4 | 48.59 MB |
| 2. Strings , Random Number Generators and CLI Game Fun/4. Taking Input from user via Command Line.mp4 | 24.16 MB |
| 2. Strings , Random Number Generators and CLI Game Fun/5. Performing Arithmetic Operation.mp4 | 22.20 MB |
| 2. Strings , Random Number Generators and CLI Game Fun/6. What is a Random Number Generator.mp4 | 17.83 MB |
| 2. Strings , Random Number Generators and CLI Game Fun/7. Let's Build a Game!.mp4 | 42.97 MB |
| 3. Conditional Statements and Branching/1. Section Introduction.mp4 | 8.59 MB |
| 3. Conditional Statements and Branching/2. Resources.html | 41 B |
| 3. Conditional Statements and Branching/2.1 Conditional Statements and Branching.zip | 1.54 KB |
| 3. Conditional Statements and Branching/3. How does a Car Utilize The IF Statement.mp4 | 56.55 MB |
| 3. Conditional Statements and Branching/4. IF-ELSE To Which City Can Our Adventurer Go.mp4 | 24.01 MB |
| 3. Conditional Statements and Branching/5. Controlling an RC Toy With ELIF Statement.mp4 | 66.08 MB |
| 3. Conditional Statements and Branching/6. What is my Grade Letter.mp4 | 96.39 MB |
| 4. Lists and Bundle Data storage/1. Section Introduction.mp4 | 10.36 MB |
| 4. Lists and Bundle Data storage/2. Resources.html | 41 B |
| 4. Lists and Bundle Data storage/2.1 ListAndDataStorage.zip | 2.38 KB |
| 4. Lists and Bundle Data storage/3. Storing Names-Ages Using Lists.mp4 | 68.67 MB |
| 4. Lists and Bundle Data storage/4. Lists Append & Adding To A Shopping Cart.mp4 | 39.51 MB |
| 4. Lists and Bundle Data storage/5. List Delete & Removing Items from Shopping Cart.mp4 | 34.80 MB |
| 4. Lists and Bundle Data storage/6. List Empty & Preventing A Shopping Cart Crash.mp4 | 30.84 MB |
| 4. Lists and Bundle Data storage/7. Nested Lists.mp4 | 49.78 MB |
| 4. Lists and Bundle Data storage/8. Tuples.mp4 | 21.82 MB |
| 4. Lists and Bundle Data storage/9. While Statement and Repeating The Program Forever.mp4 | 30.55 MB |
| 5. Finite State Machines In Python/1. Introduction To Finite State Machines.mp4 | 89.23 MB |
| 5. Finite State Machines In Python/2. Resources.html | 41 B |
| 5. Finite State Machines In Python/2.1 FiniteStateMachine.zip | 548 B |
| 6. Loops and Data Iteration/1. Section Introduction.mp4 | 14.06 MB |
| 6. Loops and Data Iteration/2. Resources.html | 41 B |
| 6. Loops and Data Iteration/2.1 LoopsAndDataIteration.zip | 1.93 KB |
| 6. Loops and Data Iteration/3. Saving Code Space By Using FOR loops.mp4 | 109.66 MB |
| 6. Loops and Data Iteration/4. Enumeration.mp4 | 29.06 MB |
| 6. Loops and Data Iteration/5. Zip.mp4 | 45.05 MB |
| 6. Loops and Data Iteration/6. Advanced Loops with List Comprehension.mp4 | 66.19 MB |
| 6. Loops and Data Iteration/7. Image Coordinates Shift Using For Loop.mp4 | 97.78 MB |
| 7. Organizing Code With Python Functions/1. Section Introduction.mp4 | 11.61 MB |
| 7. Organizing Code With Python Functions/2. Resources.html | 41 B |
| 7. Organizing Code With Python Functions/2.1 Functions.zip | 1.18 KB |
| 7. Organizing Code With Python Functions/3. List Entries Using Functions.mp4 | 87.09 MB |
| 7. Organizing Code With Python Functions/4. Global Variables & What Can't My Function See.mp4 | 78.22 MB |
| 7. Organizing Code With Python Functions/5. Returning A Value After Function Execution.mp4 | 70.57 MB |
| 8. Graphical Game Build Your First Ping Pong/1. Window Creation.mp4 | 27.58 MB |
| 8. Graphical Game Build Your First Ping Pong/2. Resources.html | 41 B |
| 8. Graphical Game Build Your First Ping Pong/2.1 PingPong.zip | 1.22 KB |
| 8. Graphical Game Build Your First Ping Pong/3. Creating Ping Pong Paddles.mp4 | 74.39 MB |
| 8. Graphical Game Build Your First Ping Pong/4. Keyboard Commands.mp4 | 92.70 MB |
| 9. Data Storage With Python Dictionaries/1. Section Introduction.mp4 | 10.04 MB |
| 9. Data Storage With Python Dictionaries/2. Resources.html | 41 B |
| 9. Data Storage With Python Dictionaries/2.1 Dictionaries.rar | 1.55 KB |
| 9. Data Storage With Python Dictionaries/3. Dictionary Introduction.mp4 | 45.31 MB |
| 9. Data Storage With Python Dictionaries/4. Dictionary & Lists as a Mini Database.mp4 | 27.44 MB |
| 9. Data Storage With Python Dictionaries/5. Adding Entries to Dictionary.mp4 | 77.15 MB |
| 9. Data Storage With Python Dictionaries/6. Does this Key Even Exist.mp4 | 21.37 MB |
| 9. Data Storage With Python Dictionaries/7. Deleting From a DicList.mp4 | 48.76 MB |
| 9. Data Storage With Python Dictionaries/8. Iterating a Dictionary.mp4 | 99.51 MB |
| 10. Exceptions and Preventing Program Crash/1. Section Introduction.mp4 | 17.06 MB |
| 10. Exceptions and Preventing Program Crash/2. Resources.html | 41 B |
| 10. Exceptions and Preventing Program Crash/2.1 Exceptions.zip | 12.09 KB |
| 10. Exceptions and Preventing Program Crash/3. Exceptions.mp4 | 16.44 MB |
| 10. Exceptions and Preventing Program Crash/4. Exception Types.mp4 | 48.87 MB |
| 10. Exceptions and Preventing Program Crash/5. Multi Exception Statements.mp4 | 14.38 MB |
| 10. Exceptions and Preventing Program Crash/6. What is Finally.mp4 | 27.28 MB |
| 10. Exceptions and Preventing Program Crash/7. Collecting Exception Information.mp4 | 18.26 MB |
| 10. Exceptions and Preventing Program Crash/8. Priority.mp4 | 31.36 MB |
| 10. Exceptions and Preventing Program Crash/9. Customizing Exceptions.mp4 | 46.45 MB |
| 11. Lambda and Built-In Functions/1. Section Introduction.mp4 | 9.43 MB |
| 11. Lambda and Built-In Functions/2. Resources.html | 41 B |
| 11. Lambda and Built-In Functions/2.1 Built-inFunctions.zip | 817 B |
| 11. Lambda and Built-In Functions/3. Lambda, a Function With no Definition.mp4 | 30.65 MB |
| 11. Lambda and Built-In Functions/4. Map and Filter Built-in Function.mp4 | 74.61 MB |
| 12. Python Object Oriented Programming/1. Section Introduction.mp4 | 16.38 MB |
| 12. Python Object Oriented Programming/2. Resources.html | 41 B |
| 12. Python Object Oriented Programming/2.1 OOP.zip | 1.84 KB |
| 12. Python Object Oriented Programming/3. Objects & Motor Functions.mp4 | 118.60 MB |
| 12. Python Object Oriented Programming/4. Controlling a Motor With Class Methods and Class Variables.mp4 | 153.81 MB |
| 12. Python Object Oriented Programming/5. Inheritance and Passing On Functionality.mp4 | 52.30 MB |
| 12. Python Object Oriented Programming/6. Super Keyword.mp4 | 114.34 MB |
| 13. Decorators and Wrapper Functions/1. Decorators Intuition.mp4 | 33.73 MB |
| 13. Decorators and Wrapper Functions/2. Resources.html | 41 B |
| 13. Decorators and Wrapper Functions/2.1 Decorators.zip | 3.04 KB |
| 13. Decorators and Wrapper Functions/3. Decorating To Create a Function Check-Point.mp4 | 37.45 MB |
| 13. Decorators and Wrapper Functions/4. More About Decorators.mp4 | 11.59 MB |
| 13. Decorators and Wrapper Functions/5. Passing Arguments.mp4 | 24.55 MB |
| 14. ReadWrite ZipUnzip Files/1. Resources.html | 41 B |
| 14. ReadWrite ZipUnzip Files/1.1 RWzip.zip | 1.85 KB |
| 14. ReadWrite ZipUnzip Files/2. Reading .txt Files.mp4 | 60.68 MB |
| 14. ReadWrite ZipUnzip Files/3. Writing .txt Files.mp4 | 52.80 MB |
| 14. ReadWrite ZipUnzip Files/4. Reading With Split.mp4 | 79.31 MB |
| 14. ReadWrite ZipUnzip Files/5. Unzipping .zip Files.mp4 | 17.75 MB |
| 14. ReadWrite ZipUnzip Files/6. Zipping Files.mp4 | 15.30 MB |
| 15. Introduction To Matplotlib/1. Resources.html | 41 B |
| 15. Introduction To Matplotlib/1.1 Matplotlib.zip | 1.58 KB |
| 15. Introduction To Matplotlib/2. Subplots.mp4 | 48.81 MB |
| 15. Introduction To Matplotlib/3. Data Visualaization.mp4 | 42.35 MB |
| 15. Introduction To Matplotlib/4. Live Trend Animation.mp4 | 15.13 MB |
| 16. Directory Management/1. Section Introduction.mp4 | 17.64 MB |
| 16. Directory Management/2. Intuition.mp4 | 17.20 MB |
| 16. Directory Management/3. Resources.html | 41 B |
| 16. Directory Management/3.1 DirectoryManagement.zip | 3.13 KB |
| 16. Directory Management/4. Adding Directories and Directory Trees.mp4 | 37.32 MB |
| 16. Directory Management/5. Removing Directories and Directory Trees.mp4 | 21.93 MB |
| 16. Directory Management/6. Path Formatting.mp4 | 46.74 MB |
| 16. Directory Management/7. Sub-folders Tree.mp4 | 43.27 MB |
| 16. Directory Management/8. Exploring Directories.mp4 | 19.01 MB |
| 16. Directory Management/9. Changing Directory in script.mp4 | 22.78 MB |
| 16. Directory Management/10. Bulk Data Rename.mp4 | 73.81 MB |
| 16. Directory Management/11. Filtered Search.mp4 | 58.88 MB |
| 17. Building Command Line Applications/1. Command Line Interface Intuition.mp4 | 16.25 MB |
| 17. Building Command Line Applications/2. Resources.html | 41 B |
| 17. Building Command Line Applications/2.1 CLI.zip | 2.86 KB |
| 17. Building Command Line Applications/3. Creating CLI with Arguments.mp4 | 50.67 MB |
| 17. Building Command Line Applications/4. Manipulating Arguments Passed.mp4 | 40.12 MB |
| 17. Building Command Line Applications/5. Argument Types.mp4 | 9.38 MB |
| 17. Building Command Line Applications/6. External Arguments.mp4 | 29.07 MB |
| 17. Building Command Line Applications/7. Optional Arguments.mp4 | 35.72 MB |
| 17. Building Command Line Applications/8. Actions.mp4 | 33.42 MB |
| 18. Numpy and Advanced Data structures/1. Section Introduction.mp4 | 12.43 MB |
| 18. Numpy and Advanced Data structures/2. Resources.html | 41 B |
| 18. Numpy and Advanced Data structures/2.1 Numpy.zip | 3.08 KB |
| 18. Numpy and Advanced Data structures/3. One Dimensional Arrays.mp4 | 8.49 MB |
| 18. Numpy and Advanced Data structures/4. N-Dimensional Arrays.mp4 | 30.99 MB |
| 18. Numpy and Advanced Data structures/5. Searching For Elements.mp4 | 61.94 MB |
| 18. Numpy and Advanced Data structures/6. Getting MaxMin Element.mp4 | 17.13 MB |
| 18. Numpy and Advanced Data structures/7. Sorting Arrays.mp4 | 25.00 MB |
| 18. Numpy and Advanced Data structures/8. Combining Arrays.mp4 | 21.68 MB |
| 18. Numpy and Advanced Data structures/9. Splitting Arrays.mp4 | 25.54 MB |
| 18. Numpy and Advanced Data structures/10. Random Array Generation.mp4 | 35.77 MB |
| 18. Numpy and Advanced Data structures/11. Changing Array Shape.mp4 | 24.04 MB |
| 19. Image Processing with OpenCV/1. Section Introduction.mp4 | 20.37 MB |
| 19. Image Processing with OpenCV/2. Image Processing Intuition.mp4 | 30.65 MB |
| 19. Image Processing with OpenCV/3. RGB Color Space.mp4 | 36.59 MB |
| 19. Image Processing with OpenCV/4. HSV Color Space.mp4 | 29.75 MB |
| 19. Image Processing with OpenCV/5. Installing Libraries.mp4 | 6.12 MB |
| 19. Image Processing with OpenCV/6. Resources.html | 41 B |
| 19. Image Processing with OpenCV/6.1 OpenCV.zip | 8.61 KB |
| 19. Image Processing with OpenCV/7. ReadWrite Images .png.jpg.mp4 | 17.13 MB |
| 19. Image Processing with OpenCV/8. Displaying Image in a Window.mp4 | 13.93 MB |
| 19. Image Processing with OpenCV/9. Grayscalling Images.mp4 | 29.05 MB |
| 19. Image Processing with OpenCV/10. Binarizing Images.mp4 | 43.79 MB |
| 19. Image Processing with OpenCV/11. Rotation.mp4 | 15.07 MB |
| 19. Image Processing with OpenCV/12. Numpy Images and OpenCV conversion.mp4 | 34.47 MB |
| 19. Image Processing with OpenCV/13. Stacking Display.mp4 | 55.49 MB |
| 19. Image Processing with OpenCV/14. Contours Intuition.mp4 | 27.79 MB |
| 19. Image Processing with OpenCV/15. Contours Pre-processing.mp4 | 52.14 MB |
| 19. Image Processing with OpenCV/16. Drawing Contours.mp4 | 33.32 MB |
| 19. Image Processing with OpenCV/17. Extracting Contours.mp4 | 69.71 MB |
| 19. Image Processing with OpenCV/18. Contour Area.mp4 | 37.57 MB |
| 19. Image Processing with OpenCV/19. Masking Intuition.mp4 | 38.30 MB |
| 19. Image Processing with OpenCV/20. Masking Binarized Images.mp4 | 36.16 MB |
| 20. Video Processing/1. Video Processing Intuition.mp4 | 11.29 MB |
| 20. Video Processing/2. Resources.html | 41 B |
| 20. Video Processing/2.1 VideoProcessing.zip | 53.34 KB |
| 20. Video Processing/3. Reading Video.mp4 | 28.75 MB |
| 20. Video Processing/4. Grayscale Video.mp4 | 6.55 MB |
| 20. Video Processing/5. Video Rotation.mp4 | 17.15 MB |
| 20. Video Processing/6. HSV adjusting Algorithm.mp4 | 55.68 MB |
| 20. Video Processing/7. Modifying Video HSV.mp4 | 59.60 MB |
| 20. Video Processing/8. Saving Video.mp4 | 35.39 MB |
| 21. Object Tracking In Video/1. Resources.html | 41 B |
| 21. Object Tracking In Video/1.1 ObjectTracking.zip | 142.73 KB |
| 21. Object Tracking In Video/2. Object Tracking Algorithms.mp4 | 27.38 MB |
| 21. Object Tracking In Video/3. Initial ROI.mp4 | 30.35 MB |
| 21. Object Tracking In Video/4. Tracking the Object in Video.mp4 | 43.23 MB |
| 21. Object Tracking In Video/5. Multiple Object Tracking.mp4 | 56.82 MB |
| 22. The Jupyter Notebook/1. How to set it up.mp4 | 15.08 MB |
| 22. The Jupyter Notebook/2. Shortcuts.mp4 | 14.64 MB |
| 23. Pandas and Tabular Data Processing/1. Section Introduction.mp4 | 11.52 MB |
| 23. Pandas and Tabular Data Processing/2. Resources.html | 41 B |
| 23. Pandas and Tabular Data Processing/2.1 Pandas.zip | 141.19 KB |
| 23. Pandas and Tabular Data Processing/3. Creating Data Frames.mp4 | 36.01 MB |
| 23. Pandas and Tabular Data Processing/4. Exporting .csv Files.mp4 | 47.91 MB |
| 23. Pandas and Tabular Data Processing/5. Reading .csv Files.mp4 | 45.22 MB |
| 23. Pandas and Tabular Data Processing/6. Summing Data.mp4 | 20.38 MB |
| 23. Pandas and Tabular Data Processing/7. Adding Rows.mp4 | 42.86 MB |
| 23. Pandas and Tabular Data Processing/8. Removing Rows.mp4 | 31.01 MB |
| 23. Pandas and Tabular Data Processing/9. Removing Columns.mp4 | 15.74 MB |
| 23. Pandas and Tabular Data Processing/10. Renaming Head.mp4 | 43.59 MB |
| 23. Pandas and Tabular Data Processing/11. Indexing.mp4 | 27.02 MB |
| 23. Pandas and Tabular Data Processing/12. Built-in Plotting.mp4 | 27.04 MB |
| 23. Pandas and Tabular Data Processing/13. Filtering.mp4 | 68.96 MB |
| 24. GUI Apps/1. Section Introduction.mp4 | 16.50 MB |
| 24. GUI Apps/2. Intuition.mp4 | 11.47 MB |
| 24. GUI Apps/3. Resources.html | 41 B |
| 24. GUI Apps/3.1 GUI.zip | 10.10 KB |
| 24. GUI Apps/4. Let's Create a Form GUI App.mp4 | 42.98 MB |
| 24. GUI Apps/5. Buttons And Text Fields.mp4 | 24.55 MB |
| 24. GUI Apps/6. Keys.mp4 | 48.14 MB |
| 24. GUI Apps/7. Data Holders Part 1.mp4 | 34.73 MB |
| 24. GUI Apps/8. Data Holders Part 2.mp4 | 18.67 MB |
| 24. GUI Apps/9. Menus.mp4 | 31.41 MB |
| 24. GUI Apps/10. Icons.mp4 | 33.38 MB |
| 24. GUI Apps/11. Text Areas.mp4 | 18.31 MB |
| 24. GUI Apps/12. Fitting Elements.mp4 | 29.87 MB |
| 24. GUI Apps/13. Dividing Canvas Part 1.mp4 | 50.94 MB |
| 24. GUI Apps/14. Dividing Canvas Part 2.mp4 | 80.65 MB |
| 25. GUI App Portfolio Project/1. Project Overview.mp4 | 10.35 MB |
| 25. GUI App Portfolio Project/2. Resources.html | 41 B |
| 25. GUI App Portfolio Project/2.1 Resources.zip | 10.76 KB |
| 25. GUI App Portfolio Project/3. Implementation Part 1.mp4 | 58.47 MB |
| 25. GUI App Portfolio Project/4. Implementation Part 2.mp4 | 64.69 MB |
| 25. GUI App Portfolio Project/5. Implementation Part 3.mp4 | 54.72 MB |
| 25. GUI App Portfolio Project/6. Implementation Part 4.mp4 | 32.30 MB |
| 25. GUI App Portfolio Project/7. Implementation Part 5.mp4 | 58.43 MB |
| 25. GUI App Portfolio Project/8. Implementation Part 6.mp4 | 111.69 MB |
| 25. GUI App Portfolio Project/9. Implementation Part 7.mp4 | 59.15 MB |
| 25. GUI App Portfolio Project/10. Implementation Part 8.mp4 | 126.00 MB |
| 26. Converting Python To Stand-Alone Software/1. Getting Everything Together.mp4 | 38.72 MB |
| 26. Converting Python To Stand-Alone Software/2. Resources.html | 41 B |
| 26. Converting Python To Stand-Alone Software/2.1 ConvertToEXE.zip | 10.26 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/1. Section Introduction.mp4 | 18.29 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/2. Resources.html | 41 B |
| 27. Portfolio Project Netflix Recommender Systems Introduction/2.1 NetflixRecommenderSystem.zip | 1.15 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/3. Wolrd Of Datasets.mp4 | 17.97 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/4. Building Netflix Series Recommender.mp4 | 26.70 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/5. Data pre-processing.mp4 | 130.18 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/6. Filtering by Series Genre.mp4 | 57.54 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/7. Is It Enough To Count Votes.mp4 | 46.22 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/8. Weighing Average.mp4 | 87.59 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/9. Extract Top N series.mp4 | 34.34 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/10. Final Touch.mp4 | 32.65 MB |
| 1. Installing And Preparing The Environment/1. Introduction.mp4 | 73.55 MB |
| 27. Portfolio Project Netflix Recommender Systems Introduction/12. Converting To Generic Class.mp4 | 132.17 MB |
| 28. OCR and Image To Text Conversion/1. OCR Intuition.mp4 | 9.50 MB |
| 28. OCR and Image To Text Conversion/2. Resources.html | 41 B |
| 28. OCR and Image To Text Conversion/2.1 OCR.zip | 185.14 KB |
| 28. OCR and Image To Text Conversion/3. Downloading Libraries.mp4 | 18.44 MB |
| 28. OCR and Image To Text Conversion/4. PDF to Image Converter.mp4 | 46.07 MB |
| 28. OCR and Image To Text Conversion/5. Exctracting What Is important.mp4 | 27.93 MB |
| 28. OCR and Image To Text Conversion/6. Text Boxes.mp4 | 55.41 MB |
| 28. OCR and Image To Text Conversion/7. Creating an Invoice Automatic Database Logging.mp4 | 59.94 MB |
| 28. OCR and Image To Text Conversion/8. Reading Images.mp4 | 75.56 MB |
| 28. OCR and Image To Text Conversion/9. Coordinate Extraction.mp4 | 48.60 MB |
| 28. OCR and Image To Text Conversion/10. Processing.mp4 | 152.16 MB |
| 28. OCR and Image To Text Conversion/11. Modifying Database Part 1.mp4 | 33.32 MB |
| 28. OCR and Image To Text Conversion/12. Gluing.mp4 | 81.51 MB |
| 28. OCR and Image To Text Conversion/13. Project Main Function.mp4 | 60.33 MB |
| 29. Starting Data Science Artificial Data/1. Section Introduction.mp4 | 14.06 MB |
| 29. Starting Data Science Artificial Data/2. Data Intuition.mp4 | 44.22 MB |
| 29. Starting Data Science Artificial Data/3. Resources.html | 41 B |
| 29. Starting Data Science Artificial Data/3.1 ArtificialDataGeneration.zip | 96.87 KB |
| 29. Starting Data Science Artificial Data/4. Linear Data Generation.mp4 | 28.75 MB |
| 29. Starting Data Science Artificial Data/5. Adding Noise To Linear Data.mp4 | 46.29 MB |
| 29. Starting Data Science Artificial Data/6. Outliers.mp4 | 9.31 MB |
| 29. Starting Data Science Artificial Data/7. Polynomial Data Generation.mp4 | 10.00 MB |
| 29. Starting Data Science Artificial Data/8. Blobs.mp4 | 54.02 MB |
| 29. Starting Data Science Artificial Data/9. Circular Data Generation.mp4 | 25.97 MB |
| 30. ML Terminologies Easily Explained/1. Features, Dependent and Independent Variables.mp4 | 34.30 MB |
| 30. ML Terminologies Easily Explained/2. Supervised Vs Unsupervised.mp4 | 53.90 MB |
| 30. ML Terminologies Easily Explained/3. Data Splitting And Its Importance.mp4 | 39.44 MB |
| 30. ML Terminologies Easily Explained/4. Cross Validation.mp4 | 22.68 MB |
| 31. Data Preprocessing And Features Engineering/1. Intuition.mp4 | 28.16 MB |
| 31. Data Preprocessing And Features Engineering/2. Resources.html | 41 B |
| 31. Data Preprocessing And Features Engineering/2.1 DataPreProcessing.zip | 31.47 KB |
| 31. Data Preprocessing And Features Engineering/3. One Shot Encoding.mp4 | 46.31 MB |
| 31. Data Preprocessing And Features Engineering/4. Mean Values.mp4 | 37.26 MB |
| 31. Data Preprocessing And Features Engineering/5. Dealing with missing Data.mp4 | 35.28 MB |
| 32. Seaborn/1. Datasets.mp4 | 31.52 MB |
| 32. Seaborn/2. Resources.html | 41 B |
| 32. Seaborn/2.1 Seaborn.zip | 871.78 KB |
| 32. Seaborn/3. Data Relationships Visualization.mp4 | 72.74 MB |
| 32. Seaborn/4. Data Similarity Visualization.mp4 | 19.54 MB |
| 32. Seaborn/5. Pair Plots.mp4 | 35.34 MB |
| 32. Seaborn/6. Histograms And KDE.mp4 | 25.26 MB |
| 33. Gaussian Naive Bayes/1. Simply Explained.mp4 | 130.50 MB |
| 33. Gaussian Naive Bayes/2. Resources.html | 41 B |
| 33. Gaussian Naive Bayes/2.1 GaussianNaiveBayes.zip | 385.07 KB |
| 33. Gaussian Naive Bayes/3. Classifying Marketing Campaign Purchases.mp4 | 15.78 MB |
| 33. Gaussian Naive Bayes/4. Analyzing Dataset.mp4 | 26.90 MB |
| 33. Gaussian Naive Bayes/5. Creating and Training Model.mp4 | 50.29 MB |
| 33. Gaussian Naive Bayes/6. Training Model.mp4 | 9.37 MB |
| 33. Gaussian Naive Bayes/7. Evaluating Model Perforamnce.mp4 | 36.07 MB |
| 33. Gaussian Naive Bayes/8. Cross Validation.mp4 | 20.89 MB |
| 33. Gaussian Naive Bayes/9. Confusion Matrix.mp4 | 17.63 MB |
| 33. Gaussian Naive Bayes/10. Predicting New Data.mp4 | 12.90 MB |
| 34. Principal Component Analysis (PCA)/1. Simply Explained.mp4 | 59.64 MB |
| 34. Principal Component Analysis (PCA)/2. Resources.html | 41 B |
| 34. Principal Component Analysis (PCA)/2.1 PCA.zip | 28.08 KB |
| 34. Principal Component Analysis (PCA)/3. Let's Add Few More Details.mp4 | 121.19 MB |
| 34. Principal Component Analysis (PCA)/4. Creating PCA Model For Data Visualization.mp4 | 48.24 MB |
| 35. Linear And Polynomial Regression/1. Easily Explained Linear Regression.mp4 | 21.64 MB |
| 35. Linear And Polynomial Regression/2. Resources.html | 41 B |
| 35. Linear And Polynomial Regression/2.1 LinearRegression.zip | 66.88 KB |
| 35. Linear And Polynomial Regression/3. Linear Regression Implementation Part 1.mp4 | 28.99 MB |
| 35. Linear And Polynomial Regression/4. Linear Regression Implementation Part 2.mp4 | 15.07 MB |
| 35. Linear And Polynomial Regression/5. Extracting Hyper Parameters.mp4 | 10.11 MB |
| 35. Linear And Polynomial Regression/6. Easily Explained Polynomial Regression.mp4 | 23.05 MB |
| 35. Linear And Polynomial Regression/7. Watching Linear Regression Fail.mp4 | 35.84 MB |
| 35. Linear And Polynomial Regression/8. Training Polynomial Model.mp4 | 44.47 MB |
| 36. K-means and Classification Models/1. Simply Explained.mp4 | 53.69 MB |
| 36. K-means and Classification Models/2. Resources.html | 41 B |
| 36. K-means and Classification Models/2.1 KmeansClustering.zip | 164.51 KB |
| 36. K-means and Classification Models/3. K-means Clustering Implementation.mp4 | 51.73 MB |
| 36. K-means and Classification Models/4. Combining PCA and K-means Clustering.mp4 | 40.25 MB |
| 36. K-means and Classification Models/5. Predicting New Data.mp4 | 62.39 MB |
| 37. Support Vector Machine (SVM)/1. Simply Explained.mp4 | 33.40 MB |
| 37. Support Vector Machine (SVM)/2. Let's add Few More Details.mp4 | 20.84 MB |
| 37. Support Vector Machine (SVM)/3. Wrapping Up.mp4 | 30.63 MB |
| 37. Support Vector Machine (SVM)/4. Resources.html | 41 B |
| 37. Support Vector Machine (SVM)/4.1 SVM.zip | 56.11 KB |
| 37. Support Vector Machine (SVM)/5. Minst in Action.mp4 | 49.61 MB |
| 37. Support Vector Machine (SVM)/6. Implementing SVM model.mp4 | 32.51 MB |
| 37. Support Vector Machine (SVM)/7. Visual Evaluation.mp4 | 28.45 MB |
| 37. Support Vector Machine (SVM)/8. Metric Evaluation.mp4 | 26.76 MB |
| 38. Linear Discriminate Analysis (LDA)/1. Simply Explained.mp4 | 40.28 MB |
| 38. Linear Discriminate Analysis (LDA)/2. Resources.html | 41 B |
| 38. Linear Discriminate Analysis (LDA)/2.1 LDA.zip | 31.07 KB |
| 38. Linear Discriminate Analysis (LDA)/3. Implementing LDA Model.mp4 | 36.72 MB |
| 38. Linear Discriminate Analysis (LDA)/4. Visualizing Data.mp4 | 16.87 MB |
| 38. Linear Discriminate Analysis (LDA)/5. LDA Vs PCA.mp4 | 15.25 MB |
| 39. t-SNE/1. Simply Explained.mp4 | 68.35 MB |
| 39. t-SNE/2. Resources.html | 41 B |
| 39. t-SNE/2.1 tSNE.zip | 48.67 KB |
| 39. t-SNE/3. Implementing TSNE model For Data Visualization.mp4 | 43.69 MB |
| 40. Hierarchical Clustering/1. Simply Explained.mp4 | 89.68 MB |
| 40. Hierarchical Clustering/2. Resources.html | 41 B |
| 40. Hierarchical Clustering/2.1 HC.zip | 54.87 KB |
| 40. Hierarchical Clustering/3. Analyzing Dataset.mp4 | 10.75 MB |
| 40. Hierarchical Clustering/4. Dendograms.mp4 | 24.24 MB |
| 40. Hierarchical Clustering/5. Training HC Model.mp4 | 29.24 MB |
| 40. Hierarchical Clustering/6. Visual Evaluation.mp4 | 76.36 MB |
| 40. Hierarchical Clustering/7. Notes Regarding Scaling.mp4 | 12.62 MB |
| 41. Random Forests And Decision Trees/1. Random Forests Simply Explained.mp4 | 85.69 MB |
| 41. Random Forests And Decision Trees/2. Resources.html | 41 B |
| 41. Random Forests And Decision Trees/2.1 RandomForests.zip | 727.02 KB |
| 41. Random Forests And Decision Trees/3. Data Classification.mp4 | 42.30 MB |
| 41. Random Forests And Decision Trees/4. Building Model.mp4 | 17.62 MB |
| 41. Random Forests And Decision Trees/5. Evaluating Model.mp4 | 12.15 MB |
| 41. Random Forests And Decision Trees/6. Importance Matrix.mp4 | 21.03 MB |
| 41. Random Forests And Decision Trees/7. Evaluating Results.mp4 | 19.67 MB |
| 42. Reinforcement Machine Learning and Teaching Models/1. Section Introduction.mp4 | 9.10 MB |
| 42. Reinforcement Machine Learning and Teaching Models/2. Resources.html | 41 B |
| 42. Reinforcement Machine Learning and Teaching Models/2.1 ReinforcementLearning.zip | 36.00 KB |
| 42. Reinforcement Machine Learning and Teaching Models/3. Problem Statement.mp4 | 59.42 MB |
| 42. Reinforcement Machine Learning and Teaching Models/4. Downloading Libraries.mp4 | 2.48 MB |
| 42. Reinforcement Machine Learning and Teaching Models/5. Rendering.mp4 | 39.63 MB |
| 42. Reinforcement Machine Learning and Teaching Models/6. Brute Forcing A Solution Part 1.mp4 | 69.23 MB |
| 42. Reinforcement Machine Learning and Teaching Models/7. Brute Forcing A Solution Part 2.mp4 | 35.74 MB |
| 42. Reinforcement Machine Learning and Teaching Models/8. Q-learning Simply Explained.mp4 | 65.49 MB |
| 42. Reinforcement Machine Learning and Teaching Models/9. Q-Learning Implementation Part 1.mp4 | 53.18 MB |
| 42. Reinforcement Machine Learning and Teaching Models/10. Q-Learning Implementation Part 2.mp4 | 24.54 MB |
| 42. Reinforcement Machine Learning and Teaching Models/11. Q-Learning Implementation Part 3.mp4 | 24.86 MB |
| 43. Natural Language Processing (NLP) and Text Comprehension/1. Section Introduction.mp4 | 14.86 MB |
| 43. Natural Language Processing (NLP) and Text Comprehension/2. NPL Intuition.mp4 | 12.04 MB |
| 43. Natural Language Processing (NLP) and Text Comprehension/3. Resources.html | 41 B |
| 43. Natural Language Processing (NLP) and Text Comprehension/3.1 NLP.zip | 13.96 KB |
| 43. Natural Language Processing (NLP) and Text Comprehension/4. Text Tokenizing.mp4 | 17.14 MB |
| 43. Natural Language Processing (NLP) and Text Comprehension/5. Removing Unnecessary Words.mp4 | 31.72 MB |
| 43. Natural Language Processing (NLP) and Text Comprehension/6. Dealing With Punctuations.mp4 | 15.55 MB |
| 43. Natural Language Processing (NLP) and Text Comprehension/7. Tagging.mp4 | 25.06 MB |
| 43. Natural Language Processing (NLP) and Text Comprehension/8. Lemmatizing a Text.mp4 | 16.74 MB |
| 43. Natural Language Processing (NLP) and Text Comprehension/9. Combining Techniques.mp4 | 51.05 MB |
| 43. Natural Language Processing (NLP) and Text Comprehension/10. Text Frequency Analysis.mp4 | 93.79 MB |
| 44. NLP Portfolio Project/1. Project Intuition.mp4 | 60.97 MB |
| 44. NLP Portfolio Project/2. Resources.html | 41 B |
| 44. NLP Portfolio Project/2.1 NLP_SpamHamFilter.zip | 22.16 KB |
| 44. NLP Portfolio Project/3. Project Implementation Part 1.mp4 | 34.09 MB |
| 44. NLP Portfolio Project/4. Project Implementation Part 2.mp4 | 54.55 MB |
| 44. NLP Portfolio Project/5. Project Implementation Part 3.mp4 | 37.84 MB |
| 44. NLP Portfolio Project/6. Project Implementation Part 4.mp4 | 82.69 MB |
| 44. NLP Portfolio Project/7. Project Implementation Part 5.mp4 | 35.51 MB |
| 44. NLP Portfolio Project/8. Project Implementation Part 6.mp4 | 59.13 MB |
| 45. Deep Learning With Artificial Neural Networks/1. Simply Explained.mp4 | 36.75 MB |
| 45. Deep Learning With Artificial Neural Networks/2. ANN and Images.mp4 | 33.16 MB |
| 45. Deep Learning With Artificial Neural Networks/3. Resources.html | 41 B |
| 45. Deep Learning With Artificial Neural Networks/3.1 ANN.zip | 140.01 KB |
| 45. Deep Learning With Artificial Neural Networks/4. Neuron.mp4 | 42.74 MB |
| 45. Deep Learning With Artificial Neural Networks/5. Activation Functions.mp4 | 26.50 MB |
| 45. Deep Learning With Artificial Neural Networks/6. Back-propagation.mp4 | 45.92 MB |
| 45. Deep Learning With Artificial Neural Networks/7. Deep Nets.mp4 | 37.69 MB |
| 45. Deep Learning With Artificial Neural Networks/8. Building Model.mp4 | 45.18 MB |
| 45. Deep Learning With Artificial Neural Networks/9. Installing Libs.mp4 | 4.18 MB |
| 45. Deep Learning With Artificial Neural Networks/10. Training Model.mp4 | 29.83 MB |
| 45. Deep Learning With Artificial Neural Networks/11. Plotting Performance.mp4 | 19.37 MB |
| 45. Deep Learning With Artificial Neural Networks/12. Predicted Vs Ground Truth.mp4 | 43.91 MB |
| 45. Deep Learning With Artificial Neural Networks/13. Shallow Or Deep.mp4 | 54.12 MB |
| 45. Deep Learning With Artificial Neural Networks/14. Increasing The Function Order.mp4 | 39.30 MB |
| 45. Deep Learning With Artificial Neural Networks/15. Metrics Evaluation.mp4 | 74.94 MB |
| 46. Deep Learning Portfolio Project/1. Problem Description And Dataset.mp4 | 8.71 MB |
| 46. Deep Learning Portfolio Project/2. Resources.html | 41 B |
| 46. Deep Learning Portfolio Project/2.1 ANN_Project.zip | 435.68 KB |
| 46. Deep Learning Portfolio Project/3. Project Implementation Part 1.mp4 | 19.11 MB |
| 46. Deep Learning Portfolio Project/4. Project Implementation Part 2.mp4 | 46.10 MB |
| 46. Deep Learning Portfolio Project/5. Project Implementation Part 3.mp4 | 79.13 MB |
| 46. Deep Learning Portfolio Project/6. Project Implementation Part 4.mp4 | 62.06 MB |
| 47. Deep Learning Image Classification Portfolio Project/1. Classification.mp4 | 48.00 MB |
| 47. Deep Learning Image Classification Portfolio Project/2. Resources.html | 41 B |
| 47. Deep Learning Image Classification Portfolio Project/2.1 ANN_Classification.zip | 42.83 MB |
| 47. Deep Learning Image Classification Portfolio Project/3. Data Pre-Processing.mp4 | 109.15 MB |
| 47. Deep Learning Image Classification Portfolio Project/4. Image Table Format P1.mp4 | 13.82 MB |
| 47. Deep Learning Image Classification Portfolio Project/5. Image Table Format P2.mp4 | 34.91 MB |
| 47. Deep Learning Image Classification Portfolio Project/6. Building Model.mp4 | 63.02 MB |
| 47. Deep Learning Image Classification Portfolio Project/7. Measuring Performance.mp4 | 22.89 MB |
| 47. Deep Learning Image Classification Portfolio Project/8. Data Augementation.mp4 | 77.77 MB |
| 47. Deep Learning Image Classification Portfolio Project/9. Dropout And More Data.mp4 | 61.61 MB |
| 47. Deep Learning Image Classification Portfolio Project/10. Confusion Matrix.mp4 | 73.02 MB |
| 47. Deep Learning Image Classification Portfolio Project/11. Predicting New Data.mp4 | 47.71 MB |
| 47. Deep Learning Image Classification Portfolio Project/12. Saving Model.mp4 | 22.68 MB |
| 48. Artificial Intelligence Web Apps/1. Web Apps Intuition.mp4 | 6.43 MB |
| 48. Artificial Intelligence Web Apps/2. Resources.html | 41 B |
| 48. Artificial Intelligence Web Apps/2.1 AI_WebApps.zip | 2.77 KB |
| 48. Artificial Intelligence Web Apps/3. Getting Libraries.mp4 | 4.61 MB |
| 48. Artificial Intelligence Web Apps/4. Running The Server.mp4 | 27.84 MB |
| 48. Artificial Intelligence Web Apps/5. Creating Widgests.mp4 | 39.94 MB |
| 48. Artificial Intelligence Web Apps/6. Sidebars.mp4 | 9.91 MB |
| 48. Artificial Intelligence Web Apps/7. Getting Widget Value.mp4 | 25.16 MB |
| 48. Artificial Intelligence Web Apps/8. More Widgets Handling.mp4 | 51.94 MB |
| 48. Artificial Intelligence Web Apps/9. Callbacks.mp4 | 21.75 MB |
| 48. Artificial Intelligence Web Apps/10. Adding Plots.mp4 | 29.42 MB |
| 48. Artificial Intelligence Web Apps/11. Page Layout.mp4 | 27.28 MB |
| 49. AI Web App Portfolio Project/1. Project Overview.mp4 | 9.62 MB |
| 49. AI Web App Portfolio Project/2. Resources.html | 41 B |
| 49. AI Web App Portfolio Project/2.1 AI_WebApp_Project.zip | 9.87 KB |
| 49. AI Web App Portfolio Project/3. Project Implementation Part 1.mp4 | 78.83 MB |
| 49. AI Web App Portfolio Project/4. Project Implementation Part 2.mp4 | 19.93 MB |
| 49. AI Web App Portfolio Project/5. Project Implementation Part 3.mp4 | 70.01 MB |
| 49. AI Web App Portfolio Project/6. Project Implementation Part 4.mp4 | 44.48 MB |
| 49. AI Web App Portfolio Project/7. Project Implementation Part 5.mp4 | 26.29 MB |
| 49. AI Web App Portfolio Project/8. Project Implementation Part 6.mp4 | 100.67 MB |
| 49. AI Web App Portfolio Project/9. Project Implementation Part 7.mp4 | 54.62 MB |
| 49. AI Web App Portfolio Project/10. Project Implementation Part 8.mp4 | 61.14 MB |
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