17. In-Depth Gradient Descent/4. Variable and Adaptive Learning Rates.mp4
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17. In-Depth Gradient Descent/4. Variable and Adaptive Learning Rates.srt
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17. In-Depth Gradient Descent/5. Adam (pt 1).mp4
55.12 MB
17. In-Depth Gradient Descent/5. Adam (pt 1).srt
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17. In-Depth Gradient Descent/6. Adam (pt 2).mp4
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17. In-Depth Gradient Descent/6. Adam (pt 2).srt
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18. Extras/1. Where Are The Exercises.mp4
19.7 MB
18. Extras/1. Where Are The Exercises.srt
5.41 KB
19. Setting up your Environment (FAQ by Student Request)/1. Pre-Installation Check.mp4
15.08 MB
19. Setting up your Environment (FAQ by Student Request)/1. Pre-Installation Check.srt
6.59 KB
19. Setting up your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4
210.16 MB
19. Setting up your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt
14.69 KB
19. Setting up your Environment (FAQ by Student Request)/3. Anaconda Environment Setup.mp4
348.39 MB
19. Setting up your Environment (FAQ by Student Request)/3. Anaconda Environment Setup.srt
19.96 KB
19. Setting up your Environment (FAQ by Student Request)/4. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.mp4
216.59 MB
19. Setting up your Environment (FAQ by Student Request)/4. Installing NVIDIA GPU-Accelerated Deep Learning Libraries on your Home Computer.srt
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2. Getting Set Up/1. Get Your Hands Dirty, Practical Coding Experience, Data Links.mp4
28.92 MB
2. Getting Set Up/1. Get Your Hands Dirty, Practical Coding Experience, Data Links.srt
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2. Getting Set Up/1.1 Data Links.html
157 B
2. Getting Set Up/1.2 Github Link.html
140 B
2. Getting Set Up/2. How to use Github & Extra Coding Tips (Optional).mp4
63.92 MB
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15.71 KB
2. Getting Set Up/3. Where to get the code, notebooks, and data.mp4
17.76 MB
2. Getting Set Up/3. Where to get the code, notebooks, and data.srt
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2. Getting Set Up/3.1 Code Link.html
125 B
2. Getting Set Up/3.2 Data Links.html
157 B
2. Getting Set Up/3.3 Github Link.html
140 B
2. Getting Set Up/4. How to Succeed in This Course.mp4
16.23 MB
2. Getting Set Up/4. How to Succeed in This Course.srt
4.44 KB
2. Getting Set Up/5. Temporary 403 Errors.mp4
33.6 MB
2. Getting Set Up/5. Temporary 403 Errors.srt
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20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/0. Websites you may like/[CourseClub.Me].url
122 B
20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/0. Websites you may like/[FreeCourseSite.com].url
127 B
20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/0. Websites you may like/[GigaCourse.Com].url
49 B
20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. Beginner's Coding Tips.mp4
48.76 MB
20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. Beginner's Coding Tips.srt
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20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code Yourself (part 1).mp4
103.66 MB
20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code Yourself (part 1).srt
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20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. How to Code Yourself (part 2).mp4
33.36 MB
20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. How to Code Yourself (part 2).srt
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20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Proof that using Jupyter Notebook is the same as not using it.mp4
119.02 MB
20. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Proof that using Jupyter Notebook is the same as not using it.srt
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21. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp4
27.36 MB
21. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).srt
14.61 KB
21. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4
69.11 MB
21. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.srt
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21. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4
147.36 MB
21. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Machine Learning and AI Prerequisite Roadmap (pt 1).srt
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21. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4
149.87 MB
21. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 2).srt
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22. Appendix FAQ Finale/1. What is the Appendix.mp4
10.15 MB
22. Appendix FAQ Finale/1. What is the Appendix.srt
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22. Appendix FAQ Finale/2. BONUS.mp4
64.61 MB
22. Appendix FAQ Finale/2. BONUS.srt
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3. Google Colab/0. Websites you may like/[CourseClub.Me].url
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3. Google Colab/0. Websites you may like/[FreeCourseSite.com].url
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3. Google Colab/0. Websites you may like/[GigaCourse.Com].url
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3. Google Colab/1. Intro to Google Colab, how to use a GPU or TPU for free.mp4
56.01 MB
3. Google Colab/1. Intro to Google Colab, how to use a GPU or TPU for free.srt
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3. Google Colab/2. Uploading your own data to Google Colab.mp4
126.85 MB
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3. Google Colab/3. Where can I learn about Numpy, Scipy, Matplotlib, Pandas, and Scikit-Learn.mp4
57 MB
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4. Machine Learning and Neurons/1. What is Machine Learning.mp4
54.22 MB
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4. Machine Learning and Neurons/10. Saving and Loading a Model.mp4
49.9 MB
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4. Machine Learning and Neurons/11. A Short Neuroscience Primer.mp4
29.93 MB
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4. Machine Learning and Neurons/12. How does a model learn.mp4
32.89 MB
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4. Machine Learning and Neurons/13. Model With Logits.mp4
48.45 MB
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4. Machine Learning and Neurons/14. Train Sets vs. Validation Sets vs. Test Sets.mp4
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4. Machine Learning and Neurons/15. Suggestion Box.mp4
27.16 MB
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4. Machine Learning and Neurons/2. Regression Basics.mp4
57.56 MB
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4. Machine Learning and Neurons/3. Regression Code Preparation.mp4
31.49 MB
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4. Machine Learning and Neurons/4. Regression Notebook.mp4
71.24 MB
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4. Machine Learning and Neurons/5. Moore's Law.mp4
27.4 MB
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4. Machine Learning and Neurons/6. Moore's Law Notebook.mp4
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4. Machine Learning and Neurons/7. Linear Classification Basics.mp4
65.86 MB
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4. Machine Learning and Neurons/8. Classification Code Preparation.mp4
18.48 MB
4. Machine Learning and Neurons/8. Classification Code Preparation.srt
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4. Machine Learning and Neurons/9. Classification Notebook.mp4
140.46 MB
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5. Feedforward Artificial Neural Networks/0. Websites you may like/[CourseClub.Me].url
122 B
5. Feedforward Artificial Neural Networks/0. Websites you may like/[FreeCourseSite.com].url
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5. Feedforward Artificial Neural Networks/0. Websites you may like/[GigaCourse.Com].url