[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]

11. Why is Linear Algebra Useful.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/11. Why is Linear Algebra Useful.mp4

1. What is a Matrix.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/1. What is a Matrix.mp4

1. What is a Matrix.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/1. What is a Matrix.vtt

2. Scalars and Vectors.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/2. Scalars and Vectors.mp4

2. Scalars and Vectors.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/2. Scalars and Vectors.vtt

3. Linear Algebra and Geometry.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/3. Linear Algebra and Geometry.mp4

3. Linear Algebra and Geometry.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/3. Linear Algebra and Geometry.vtt

4. Scalars, Vectors and Matrices in Python.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/4. Scalars, Vectors and Matrices in Python.mp4

4. Scalars, Vectors and Matrices in Python.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/4. Scalars, Vectors and Matrices in Python.vtt

4.1 Scalars, Vectors and Matrices Python Notebook.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/4.1 Scalars, Vectors and Matrices Python Notebook.html

5. Tensors.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/5. Tensors.mp4

5. Tensors.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/5. Tensors.vtt

5.1 Tensors Notebook.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/5.1 Tensors Notebook.html

6. Addition and Subtraction of Matrices.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/6. Addition and Subtraction of Matrices.mp4

6. Addition and Subtraction of Matrices.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/6. Addition and Subtraction of Matrices.vtt

6.1 Addition and Subtraction Python Notebook.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/6.1 Addition and Subtraction Python Notebook.html

7. Errors when Adding Matrices.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/7. Errors when Adding Matrices.mp4

7. Errors when Adding Matrices.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/7. Errors when Adding Matrices.vtt

7.1 Errors when Adding Matrices Python Notebook.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/7.1 Errors when Adding Matrices Python Notebook.html

8. Transpose of a Matrix.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/8. Transpose of a Matrix.mp4

8. Transpose of a Matrix.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/8. Transpose of a Matrix.vtt

8.1 Transpose of a Matrix Python Notebook.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/8.1 Transpose of a Matrix Python Notebook.html

9. Dot Product of Vectors.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/9. Dot Product of Vectors.mp4

9. Dot Product of Vectors.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/9. Dot Product of Vectors.vtt

9.1 Dot Product Python Notebook.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/9.1 Dot Product Python Notebook.html

10. Dot Product of Matrices.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/10. Dot Product of Matrices.mp4

10. Dot Product of Matrices.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/10. Dot Product of Matrices.vtt

10.1 Dot Product of Matrices Python Notebook.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/10.1 Dot Product of Matrices Python Notebook.html

11. Why is Linear Algebra Useful.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/14. Appendix Linear Algebra Fundamentals/11. Why is Linear Algebra Useful.vtt

1. Meet your instructors and why you should study machine learning.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/01. Welcome! Course introduction/1. Meet your instructors and why you should study machine learning.mp4

1. Meet your instructors and why you should study machine learning.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/01. Welcome! Course introduction/1. Meet your instructors and why you should study machine learning.vtt

2. What does the course cover.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/01. Welcome! Course introduction/2. What does the course cover.mp4

2. What does the course cover.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/01. Welcome! Course introduction/2. What does the course cover.vtt

3. What does the course cover - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/01. Welcome! Course introduction/3. What does the course cover - Quiz.html

1. Introduction to neural networks.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/1. Introduction to neural networks.mp4

1. Introduction to neural networks.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/1. Introduction to neural networks.vtt

1.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/1.1 Course Notes - Section 2.pdf.pdf

2. Introduction to neural networks - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/2. Introduction to neural networks - Quiz.html

3. Training the model.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/3. Training the model.mp4

3. Training the model.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/3. Training the model.vtt

3.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/3.1 Course Notes - Section 2.pdf.pdf

4. Training the model - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/4. Training the model - Quiz.html

5. Types of machine learning.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/5. Types of machine learning.mp4

5. Types of machine learning.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/5. Types of machine learning.vtt

5.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/5.1 Course Notes - Section 2.pdf.pdf

6. Types of machine learning - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/6. Types of machine learning - Quiz.html

7. The linear model.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/7. The linear model.mp4

7. The linear model.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/7. The linear model.vtt

7.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/7.1 Course Notes - Section 2.pdf.pdf

8. The linear model - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/8. The linear model - Quiz.html

9. Need Help with Linear Algebra.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/9. Need Help with Linear Algebra.html

10. The linear model. Multiple inputs.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/10. The linear model. Multiple inputs.mp4

10. The linear model. Multiple inputs.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/10. The linear model. Multiple inputs.vtt

10.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/10.1 Course Notes - Section 2.pdf.pdf

11. The linear model. Multiple inputs - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/11. The linear model. Multiple inputs - Quiz.html

12. The linear model. Multiple inputs and multiple outputs.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/12. The linear model. Multiple inputs and multiple outputs.mp4

12. The linear model. Multiple inputs and multiple outputs.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/12. The linear model. Multiple inputs and multiple outputs.vtt

12.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/12.1 Course Notes - Section 2.pdf.pdf

13. The linear model. Multiple inputs and multiple outputs - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/13. The linear model. Multiple inputs and multiple outputs - Quiz.html

14. Graphical representation.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/14. Graphical representation.mp4

14. Graphical representation.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/14. Graphical representation.vtt

14.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/14.1 Course Notes - Section 2.pdf.pdf

15. Graphical representation - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/15. Graphical representation - Quiz.html

16. The objective function.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/16. The objective function.mp4

16. The objective function.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/16. The objective function.vtt

16.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/16.1 Course Notes - Section 2.pdf.pdf

17. The objective function - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/17. The objective function - Quiz.html

18. L2-norm loss.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/18. L2-norm loss.mp4

18. L2-norm loss.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/18. L2-norm loss.vtt

18.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/18.1 Course Notes - Section 2.pdf.pdf

19. L2-norm loss - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/19. L2-norm loss - Quiz.html

20. Cross-entropy loss.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/20. Cross-entropy loss.mp4

20. Cross-entropy loss.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/20. Cross-entropy loss.vtt

20.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/20.1 Course Notes - Section 2.pdf.pdf

21. Cross-entropy loss - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/21. Cross-entropy loss - Quiz.html

22. One parameter gradient descent.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/22. One parameter gradient descent.mp4

22. One parameter gradient descent.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/22. One parameter gradient descent.vtt

22.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/22.1 Course Notes - Section 2.pdf.pdf

22.2 GD-function-example.xlsx.xlsx

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/22.2 GD-function-example.xlsx.xlsx

23. One parameter gradient descent - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/23. One parameter gradient descent - Quiz.html

24. N-parameter gradient descent.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/24. N-parameter gradient descent.mp4

24. N-parameter gradient descent.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/24. N-parameter gradient descent.vtt

24.1 Course Notes - Section 2.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/24.1 Course Notes - Section 2.pdf.pdf

25. N-parameter gradient descent - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/02. Introduction to neural networks/25. N-parameter gradient descent - Quiz.html

1. Setting up the environment - An introduction - Do not skip, please!.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/1. Setting up the environment - An introduction - Do not skip, please!.mp4

1. Setting up the environment - An introduction - Do not skip, please!.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/1. Setting up the environment - An introduction - Do not skip, please!.vtt

2. Why Python and why Jupyter.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/2. Why Python and why Jupyter.mp4

2. Why Python and why Jupyter.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/2. Why Python and why Jupyter.vtt

3. Why Python and why Jupyter - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/3. Why Python and why Jupyter - Quiz.html

4. Installing Anaconda.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/4. Installing Anaconda.mp4

4. Installing Anaconda.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/4. Installing Anaconda.vtt

5. The Jupyter dashboard - part 1.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/5. The Jupyter dashboard - part 1.mp4

5. The Jupyter dashboard - part 1.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/5. The Jupyter dashboard - part 1.vtt

6. The Jupyter dashboard - part 2.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/6. The Jupyter dashboard - part 2.mp4

6. The Jupyter dashboard - part 2.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/6. The Jupyter dashboard - part 2.vtt

7. Jupyter Shortcuts.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/7. Jupyter Shortcuts.html

7.1 Shortcuts for Jupyter.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/7.1 Shortcuts for Jupyter.pdf.pdf

8. The Jupyter dashboard - Quiz.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/8. The Jupyter dashboard - Quiz.html

9. Installing TensorFlow 2.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/9. Installing TensorFlow 2.mp4

9. Installing TensorFlow 2.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/9. Installing TensorFlow 2.vtt

10. Installing packages - exercise.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/10. Installing packages - exercise.html

11. Installing packages - solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/03. Setting up the working environment/11. Installing packages - solution.html

1. Minimal example - part 1.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/1. Minimal example - part 1.mp4

1. Minimal example - part 1.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/1. Minimal example - part 1.vtt

1.1 Minimal example Part 1.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/1.1 Minimal example Part 1.html

2. Minimal example - part 2.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/2. Minimal example - part 2.mp4

2. Minimal example - part 2.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/2. Minimal example - part 2.vtt

2.1 Minimal example - part 2.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/2.1 Minimal example - part 2.html

3. Minimal example - part 3.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/3. Minimal example - part 3.mp4

3. Minimal example - part 3.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/3. Minimal example - part 3.vtt

3.1 Minimal example - part 3.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/3.1 Minimal example - part 3.html

4. Minimal example - part 4.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/4. Minimal example - part 4.mp4

4. Minimal example - part 4.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/4. Minimal example - part 4.vtt

4.1 Minimal example - part 4.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/4.1 Minimal example - part 4.html

5. Minimal example - Exercises.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5. Minimal example - Exercises.html

5.1 Minimal_example_All_Exercises.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.1 Minimal_example_All_Exercises.html

5.2 Minimal_example_Exercise_1_Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.2 Minimal_example_Exercise_1_Solution.html

5.3 Minimal_example_Exercise_5_Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.3 Minimal_example_Exercise_5_Solution.html

5.4 Minimal_example_Exercise_2_Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.4 Minimal_example_Exercise_2_Solution.html

5.5 Minimal_example_Exercise_4_Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.5 Minimal_example_Exercise_4_Solution.html

5.6 Minimal_example_Exercise_6_Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.6 Minimal_example_Exercise_6_Solution.html

5.7 Minimal_example_Exercise_3.d. Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.7 Minimal_example_Exercise_3.d. Solution.html

5.8 Minimal_example_Exercise_3.b. Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.8 Minimal_example_Exercise_3.b. Solution.html

5.9 Minimal_example_Exercise_3.a. Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.9 Minimal_example_Exercise_3.a. Solution.html

5.10 Minimal_example_Exercise_3.c. Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/04. Minimal example - your first machine learning algorithm/5.10 Minimal_example_Exercise_3.c. Solution.html

1. TensorFlow outline.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/1. TensorFlow outline.mp4

1. TensorFlow outline.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/1. TensorFlow outline.vtt

2. TensorFlow 2 intro.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/2. TensorFlow 2 intro.mp4

2. TensorFlow 2 intro.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/2. TensorFlow 2 intro.vtt

3. A Note on Coding in TensorFlow.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/3. A Note on Coding in TensorFlow.mp4

3. A Note on Coding in TensorFlow.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/3. A Note on Coding in TensorFlow.vtt

4. Types of file formats in TensorFlow and data handling.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/4. Types of file formats in TensorFlow and data handling.mp4

4. Types of file formats in TensorFlow and data handling.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/4. Types of file formats in TensorFlow and data handling.vtt

4.1 TensorFlow Minimal Example - Part 1.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/4.1 TensorFlow Minimal Example - Part 1.html

5. Model layout - inputs, outputs, targets, weights, biases, optimizer and loss.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/5. Model layout - inputs, outputs, targets, weights, biases, optimizer and loss.mp4

5. Model layout - inputs, outputs, targets, weights, biases, optimizer and loss.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/5. Model layout - inputs, outputs, targets, weights, biases, optimizer and loss.vtt

5.1 TensorFlow Minimal Example - Part 2.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/5.1 TensorFlow Minimal Example - Part 2.html

6. Interpreting the result and extracting the weights and bias.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/6. Interpreting the result and extracting the weights and bias.mp4

6. Interpreting the result and extracting the weights and bias.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/6. Interpreting the result and extracting the weights and bias.vtt

6.1 TensorFlow Minimal Example - Part 3.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/6.1 TensorFlow Minimal Example - Part 3.html

7. Cutomizing your model.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/7. Cutomizing your model.mp4

7. Cutomizing your model.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/7. Cutomizing your model.vtt

7.1 TensorFlow Minimal Example - Complete Code with Comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/7.1 TensorFlow Minimal Example - Complete Code with Comments.html

7.2 TensorFlow Minimal Example - Complete Code.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/7.2 TensorFlow Minimal Example - Complete Code.html

8. Minimal example - Exercises.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/8. Minimal example - Exercises.html

8.1 TensorFlow Minimal Example - Exercise 3 - Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/8.1 TensorFlow Minimal Example - Exercise 3 - Solution.html

8.2 TensorFlow Minimal Example - Exercise 1 - Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/8.2 TensorFlow Minimal Example - Exercise 1 - Solution.html

8.3 TensorFlow Minimal Example - Exercise 2_1 - Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/8.3 TensorFlow Minimal Example - Exercise 2_1 - Solution.html

8.4 TensorFlow Minimal Example - All Exercises.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/8.4 TensorFlow Minimal Example - All Exercises.html

8.5 TensorFlow Minimal Example - Exercise 2_2 - Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/05. TensorFlow - An introduction/8.5 TensorFlow Minimal Example - Exercise 2_2 - Solution.html

1. Layers.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/1. Layers.mp4

1. Layers.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/1. Layers.vtt

1.1 Course Notes - Section 6.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/1.1 Course Notes - Section 6.pdf.pdf

2. What is a deep net.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/2. What is a deep net.mp4

2. What is a deep net.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/2. What is a deep net.vtt

2.1 Course Notes - Section 6.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/2.1 Course Notes - Section 6.pdf.pdf

3. Understanding deep nets in depth.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/3. Understanding deep nets in depth.mp4

3. Understanding deep nets in depth.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/3. Understanding deep nets in depth.vtt

4. Why do we need non-linearities.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/4. Why do we need non-linearities.mp4

4. Why do we need non-linearities.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/4. Why do we need non-linearities.vtt

5. Activation functions.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/5. Activation functions.mp4

5. Activation functions.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/5. Activation functions.vtt

6. Softmax activation.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/6. Softmax activation.mp4

6. Softmax activation.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/6. Softmax activation.vtt

7. Backpropagation.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/7. Backpropagation.mp4

7. Backpropagation.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/7. Backpropagation.vtt

8. Backpropagation - visual representation.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/8. Backpropagation - visual representation.mp4

8. Backpropagation - visual representation.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/06. Going deeper Introduction to deep neural networks/8. Backpropagation - visual representation.vtt

1. Backpropagation. A peek into the Mathematics of Optimization.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/07. Backpropagation. A peek into the Mathematics of Optimization/1. Backpropagation. A peek into the Mathematics of Optimization.html

1.1 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf.pdf

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/07. Backpropagation. A peek into the Mathematics of Optimization/1.1 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf.pdf

1. Underfitting and overfitting.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/1. Underfitting and overfitting.mp4

1. Underfitting and overfitting.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/1. Underfitting and overfitting.vtt

2. Underfitting and overfitting - classification.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/2. Underfitting and overfitting - classification.mp4

2. Underfitting and overfitting - classification.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/2. Underfitting and overfitting - classification.vtt

3. Training and validation.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/3. Training and validation.mp4

3. Training and validation.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/3. Training and validation.vtt

4. Training, validation, and test.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/4. Training, validation, and test.mp4

4. Training, validation, and test.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/4. Training, validation, and test.vtt

5. N-fold cross validation.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/5. N-fold cross validation.mp4

5. N-fold cross validation.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/5. N-fold cross validation.vtt

6. Early stopping.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/6. Early stopping.mp4

6. Early stopping.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/08. Overfitting/6. Early stopping.vtt

1. Initialization - Introduction.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/09. Initialization/1. Initialization - Introduction.mp4

1. Initialization - Introduction.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/09. Initialization/1. Initialization - Introduction.vtt

2. Types of simple initializations.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/09. Initialization/2. Types of simple initializations.mp4

2. Types of simple initializations.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/09. Initialization/2. Types of simple initializations.vtt

3. Xavier initialization.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/09. Initialization/3. Xavier initialization.mp4

3. Xavier initialization.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/09. Initialization/3. Xavier initialization.vtt

1. Stochastic gradient descent.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/1. Stochastic gradient descent.mp4

1. Stochastic gradient descent.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/1. Stochastic gradient descent.vtt

2. Gradient descent pitfalls.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/2. Gradient descent pitfalls.mp4

2. Gradient descent pitfalls.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/2. Gradient descent pitfalls.vtt

3. Momentum.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/3. Momentum.mp4

3. Momentum.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/3. Momentum.vtt

4. Learning rate schedules.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/4. Learning rate schedules.mp4

4. Learning rate schedules.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/4. Learning rate schedules.vtt

5. Learning rate schedules. A picture.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/5. Learning rate schedules. A picture.mp4

5. Learning rate schedules. A picture.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/5. Learning rate schedules. A picture.vtt

6. Adaptive learning rate schedules.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/6. Adaptive learning rate schedules.mp4

6. Adaptive learning rate schedules.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/6. Adaptive learning rate schedules.vtt

7. Adaptive moment estimation.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/7. Adaptive moment estimation.mp4

7. Adaptive moment estimation.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/10. Gradient descent and learning rates/7. Adaptive moment estimation.vtt

1. Preprocessing introduction.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/1. Preprocessing introduction.mp4

1. Preprocessing introduction.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/1. Preprocessing introduction.vtt

2. Basic preprocessing.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/2. Basic preprocessing.mp4

2. Basic preprocessing.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/2. Basic preprocessing.vtt

3. Standardization.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/3. Standardization.mp4

3. Standardization.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/3. Standardization.vtt

4. Dealing with categorical data.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/4. Dealing with categorical data.mp4

4. Dealing with categorical data.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/4. Dealing with categorical data.vtt

5. One-hot and binary encoding.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/5. One-hot and binary encoding.mp4

5. One-hot and binary encoding.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/11. Preprocessing/5. One-hot and binary encoding.vtt

1. The dataset.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/1. The dataset.mp4

1. The dataset.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/1. The dataset.vtt

2. How to tackle the MNIST.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/2. How to tackle the MNIST.mp4

2. How to tackle the MNIST.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/2. How to tackle the MNIST.vtt

3. Importing the relevant packages and load the data.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/3. Importing the relevant packages and load the data.mp4

3. Importing the relevant packages and load the data.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/3. Importing the relevant packages and load the data.vtt

3.1 TensorFlow MNIST - Part 1 with comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/3.1 TensorFlow MNIST - Part 1 with comments.html

4. Preprocess the data - create a validation dataset and scale the data.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/4. Preprocess the data - create a validation dataset and scale the data.mp4

4. Preprocess the data - create a validation dataset and scale the data.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/4. Preprocess the data - create a validation dataset and scale the data.vtt

5. Preprocess the data - scale the test data.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/5. Preprocess the data - scale the test data.html

5.1 TensorFlow MNIST - Part 2 with comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/5.1 TensorFlow MNIST - Part 2 with comments.html

6. Preprocess the data - shuffle and batch the data.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/6. Preprocess the data - shuffle and batch the data.mp4

6. Preprocess the data - shuffle and batch the data.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/6. Preprocess the data - shuffle and batch the data.vtt

7. Preprocess the data - shuffle and batch the data.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/7. Preprocess the data - shuffle and batch the data.html

7.1 TensorFlow MNIST - Part 3 with comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/7.1 TensorFlow MNIST - Part 3 with comments.html

8. Outline the model.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/8. Outline the model.mp4

8. Outline the model.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/8. Outline the model.vtt

8.1 TensorFlow MNIST - Part 4 with comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/8.1 TensorFlow MNIST - Part 4 with comments.html

9. Select the loss and the optimizer.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/9. Select the loss and the optimizer.mp4

9. Select the loss and the optimizer.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/9. Select the loss and the optimizer.vtt

9.1 TensorFlow MNIST - Part 5 with comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/9.1 TensorFlow MNIST - Part 5 with comments.html

10. Learning.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/10. Learning.mp4

10. Learning.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/10. Learning.vtt

10.1 TensorFlow MNIST - Part 6 with comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/10.1 TensorFlow MNIST - Part 6 with comments.html

11. MNIST - exercises.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/11. MNIST - exercises.html

11.1 TensorFlow MNIST - All Exercises.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/11.1 TensorFlow MNIST - All Exercises.html

12. MNIST - solutions.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12. MNIST - solutions.html

12.1 4. TensorFlow MNIST - Exercise 4 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.1 4. TensorFlow MNIST - Exercise 4 Solution.html

12.2 7. TensorFlow MNIST - Exercise 7 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.2 7. TensorFlow MNIST - Exercise 7 Solution.html

12.3 5. TensorFlow MNIST - Exercise 5 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.3 5. TensorFlow MNIST - Exercise 5 Solution.html

12.4 1. TensorFlow MNIST - Exercise 1 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.4 1. TensorFlow MNIST - Exercise 1 Solution.html

12.5 8. TensorFlow MNIST - Exercise 8 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.5 8. TensorFlow MNIST - Exercise 8 Solution.html

12.6 2. TensorFlow MNIST - Exercise 2 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.6 2. TensorFlow MNIST - Exercise 2 Solution.html

12.7 10. TensorFlow MNIST - Exercise 10 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.7 10. TensorFlow MNIST - Exercise 10 Solution.html

12.8 6. TensorFlow MNIST - Exercise 6 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.8 6. TensorFlow MNIST - Exercise 6 Solution.html

12.9 9. TensorFlow MNIST - Exercise 9 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.9 9. TensorFlow MNIST - Exercise 9 Solution.html

12.10 3. TensorFlow MNIST - Exercise 3 Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/12.10 3. TensorFlow MNIST - Exercise 3 Solution.html

13. Testing the model.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/13. Testing the model.mp4

13. Testing the model.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/13. Testing the model.vtt

13.1 TensorFlow MNIST - Complete Code with Comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/13.1 TensorFlow MNIST - Complete Code with Comments.html

13.2 TensorFlow MNIST - Complete Code.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/12. The MNIST example/13.2 TensorFlow MNIST - Complete Code.html

1. Exploring the dataset and identifying predictors.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/1. Exploring the dataset and identifying predictors.mp4

1. Exploring the dataset and identifying predictors.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/1. Exploring the dataset and identifying predictors.vtt

1.1 Audiobooks_data.csv.csv

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/1.1 Audiobooks_data.csv.csv

2. Outlining the business case solution.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/2. Outlining the business case solution.mp4

2. Outlining the business case solution.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/2. Outlining the business case solution.vtt

3. Balancing the dataset.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/3. Balancing the dataset.mp4

3. Balancing the dataset.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/3. Balancing the dataset.vtt

4. Preprocessing the data.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/4. Preprocessing the data.mp4

4. Preprocessing the data.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/4. Preprocessing the data.vtt

4.1 TensorFlow Business Case - Preprocessing with Comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/4.1 TensorFlow Business Case - Preprocessing with Comments.html

4.2 TensorFlow Business Case - Preprocessing.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/4.2 TensorFlow Business Case - Preprocessing.html

4.3 Audiobooks_data.csv.csv

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/4.3 Audiobooks_data.csv.csv

5. Preprocessing exercise.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/5. Preprocessing exercise.html

5.1 TensorFlow Business Case - Preprocessing Exercise Solution.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/5.1 TensorFlow Business Case - Preprocessing Exercise Solution.html

5.2 Audiobooks_data.csv.csv

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/5.2 Audiobooks_data.csv.csv

5.3 TensorFlow Business Case - Preprocessing Exercise.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/5.3 TensorFlow Business Case - Preprocessing Exercise.html

6. Load the preprocessed data.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/6. Load the preprocessed data.mp4

6. Load the preprocessed data.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/6. Load the preprocessed data.vtt

7. Load the preprocessed data - Exercise.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/7. Load the preprocessed data - Exercise.html

7.1 TensorFlow Business Case - Machine Learning - Part 1.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/7.1 TensorFlow Business Case - Machine Learning - Part 1.html

8. Learning and interpreting the result.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/8. Learning and interpreting the result.mp4

8. Learning and interpreting the result.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/8. Learning and interpreting the result.vtt

8.1 TensorFlow Business Case - Machine Learning - Part 2.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/8.1 TensorFlow Business Case - Machine Learning - Part 2.html

9. Setting an early stopping mechanism.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/9. Setting an early stopping mechanism.mp4

9. Setting an early stopping mechanism.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/9. Setting an early stopping mechanism.vtt

9.1 TensorFlow Business Case - Machine Learning - Part 3.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/9.1 TensorFlow Business Case - Machine Learning - Part 3.html

10. Setting an early stopping mechanism - Exercise.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/10. Setting an early stopping mechanism - Exercise.html

11. Testing the model.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/11. Testing the model.mp4

11. Testing the model.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/11. Testing the model.vtt

11.1 TensorFlow Business Case - Machine Learning Complete Code with Comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/11.1 TensorFlow Business Case - Machine Learning Complete Code with Comments.html

12. Final exercise.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/12. Final exercise.html

12.1 TensorFlow Business Case - Machine Learning Complete Code with Comments.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/13. Business case/12.1 TensorFlow Business Case - Machine Learning Complete Code with Comments.html

1. See how much you have learned.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/1. See how much you have learned.mp4

1. See how much you have learned.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/1. See how much you have learned.vtt

2. What’s further out there in the machine and deep learning world.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/2. What’s further out there in the machine and deep learning world.mp4

2. What’s further out there in the machine and deep learning world.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/2. What’s further out there in the machine and deep learning world.vtt

3. An overview of CNNs.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/3. An overview of CNNs.mp4

3. An overview of CNNs.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/3. An overview of CNNs.vtt

4. How DeepMind uses deep learning.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/4. How DeepMind uses deep learning.html

5. An overview of RNNs.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/5. An overview of RNNs.mp4

5. An overview of RNNs.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/5. An overview of RNNs.vtt

6. An overview of non-NN approaches.mp4

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/6. An overview of non-NN approaches.mp4

6. An overview of non-NN approaches.vtt

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/15. Conclusion/6. An overview of non-NN approaches.vtt

1. Bonus lecture Next steps.html

[UdemyCourseDownloader] Deep Learning with TensorFlow 2.0 [2019]/16. Bonus lecture/1. Bonus lecture Next steps.html