Data Science Deep Learning and Neural Networks in Python

1. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/11. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4186.35MB
2. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/1. TensorFlow plug-and-play example.mp4100.84MB
3. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/3. Who should learn backpropagation in 2020 and beyond.mp487.74MB
4. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/4. Proof that using Jupyter Notebook is the same as not using it.mp478.29MB
5. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/11. Backpropagation (part 3).mp473.47MB
6. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/6. Training Logistic Regression with Softmax (part 1).mp459.63MB
7. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/2. Who should take this course in 2020 and beyond.mp457.37MB
8. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/4. Where does this course fit into your deep learning studies.mp454.08MB
9. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/5. Categorical Cross-Entropy Loss Function.mp449.42MB
10. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/10. Backpropagation in code.mp446.34MB
11. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/11. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp443.92MB
12. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/1. Welcome/3. How to Succeed in this Course.mp443.8MB
13. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/2. Visualizing what a neural network has learned using TensorFlow Playground.mp443.24MB
14. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/9. Backpropagation (part 2).mp442.02MB
15. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp438.95MB
16. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/4. Neuron Training.mp438.53MB
17. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/1. Welcome/1. Introduction and Outline.mp437.83MB
18. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/14. Appendix FAQ Finale/2. BONUS Where to get Udemy coupons and FREE deep learning material.mp437.81MB
19. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/5. Machine Learning and AI Prerequisite Roadmap (pt 2).mp437.62MB
20. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/4. How to Brace Yourself to Learn Backpropagation.mp437.32MB
21. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/1. Welcome/2. Where to get the code.mp430.51MB
22. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/6. Feedforward in Slow-Mo (part 1).mp430.28MB
23. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/4. Machine Learning and AI Prerequisite Roadmap (pt 1).mp429.32MB
24. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/3. What does it mean to train a neural network.mp427.16MB
25. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/2. What does machine learning do.mp425.62MB
26. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/4. Neural Networks for Regression.mp425.38MB
27. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/5. Facial Expression Recognition in Code (Binary Sigmoid).mp425.19MB
28. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. How to Code by Yourself (part 1).mp424.53MB
29. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/3. Neuron Predictions.mp424.46MB
30. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/9. Why Divide by Square Root of D.mp423.48MB
31. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/7. Facial Expression Recognition in Code (ANN Softmax).mp423.47MB
32. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/3. Gradient Descent Tutorial.mp422.84MB
33. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/2. Facial Expression Recognition Problem Description.mp421.43MB
34. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/13. E-Commerce Course Project Training Logistic Regression with Softmax.mp420.24MB
35. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/6. Facial Expression Recognition in Code (Logistic Regression Softmax).mp419.76MB
36. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/8. Backpropagation (part 1).mp419.3MB
37. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/5. Backpropagation with Softmax Troubleshooting.mp418.15MB
38. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/7. Training Logistic Regression with Softmax (part 2).mp417.88MB
39. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/7. Feedforward in Slow-Mo (part 2).mp416.69MB
40. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/15. Suggestion Box.mp416.1MB
41. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/2. Why Learn the Ins and Outs of Backpropagation.mp415.62MB
42. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/14. E-Commerce Course Project Training a Neural Network.mp415.46MB
43. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/3. How to Code by Yourself (part 2).mp414.8MB
44. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/3. Preliminaries From Neurons to Neural Networks/2. Introduction to the E-Commerce Course Project.mp414.79MB
45. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/10. Higher-Level Discussion/1. What's the difference between neural networks and deep learning.mp414.77MB
46. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/2. What do all these symbols and letters mean.mp414.57MB
47. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/6. Deep neural networks in just 3 lines of code with Sci-Kit Learn.mp414.1MB
48. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/6. Review Section Summary.mp414.02MB
49. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/3. Donut and XOR Revisited.mp413.95MB
50. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/10. Building an entire feedforward neural network in Python.mp413.87MB
51. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/4. Utilities walkthrough.mp413.48MB
52. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/1. How to Succeed in this Course (Long Version).mp412.99MB
53. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/1. Review Section Introduction.mp412.54MB
54. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/3. Interpreting the Weights of a Neural Network.mp412.52MB
55. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/6. Practical Considerations for Choosing Activation Functions.mp412.37MB
56. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/11. E-Commerce Course Project Pre-Processing the Data.mp411.16MB
57. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/3. The class imbalance problem.mp410.11MB
58. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/1. Facial Expression Recognition Project Introduction.mp49.82MB
59. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/10. Practical Issues Section Summary.mp49.61MB
60. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/5. How to get good at deep learning + exercises.mp49.45MB
61. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/1. Prediction Section Introduction and Outline.mp48.99MB
62. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/2. Review/5. Deep Learning Readiness Test.mp48.58MB
63. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/2. From Logistic Regression to Neural Networks.mp48.56MB
64. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/13. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/3. Where does this course fit into your deep learning studies (Old Version).mp48.46MB
65. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/15. Training Quiz.mp48.32MB
66. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/4. You know more than you think you know.mp48.23MB
67. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/5. Python 2 vs Python 3.mp47.83MB
68. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/9. Softmax in Code.mp47.77MB
69. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/8. Manually Choosing Learning Rate and Regularization Penalty.mp47.76MB
70. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/12. E-Commerce Course Project Making Predictions.mp47.58MB
71. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/3. Preliminaries From Neurons to Neural Networks/1. Neural Networks with No Math.mp47.34MB
72. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/7. Hyperparameters and Cross-Validation.mp46.94MB
73. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/12. The WRONG Way to Learn Backpropagation.mp46.84MB
74. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/4. Help with Softmax Derivative.mp46.28MB
75. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/7. TensorFlow, exercises, practice, and what to learn next/3. Where to go from here.mp46.05MB
76. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/14. Appendix FAQ Finale/1. What is the Appendix.mp45.45MB
77. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/12. Extra Help With Python Coding for Beginners (FAQ by Student Request)/1. How to Uncompress a .tar.gz file.mp45.43MB
78. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/13. Prediction Quizzes.mp45.1MB
79. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/4. Softmax.mp44.56MB
80. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/1. Training Section Introduction and Outline.mp44.42MB
81. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/5. Training a neural network/16. Training Section Summary.mp44.1MB
82. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/8. Where to get the code for this course.mp42.98MB
83. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/8. Project Facial Expression Recognition/8. Facial Expression Recognition Project Summary.mp42.91MB
84. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/14. Prediction Section Summary.mp42.82MB
85. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/1. Practical Issues Section Introduction and Outline.mp42.73MB
86. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/4. Classifying more than 2 things at a time/5. Sigmoid vs. Softmax.mp42.41MB
87. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/5. Common nonlinearities and their derivatives.mp42.38MB
88. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/6. Practical Machine Learning/2. Donut and XOR Review.mp41.82MB
89. [TutsNode.com] - Data Science Deep Learning and Neural Networks in Python/9. Backpropagation Supplementary Lectures/1. Backpropagation Supplementary Lectures Introduction.mp41.73MB