[FreeTutorials.Us] zero-to-deep-learning

1. 01-welcome-to-the-course/004-installation-video-guide.mp4 45.20 MB
2. 03-machine-learning/045-exercise-2-solution.mp4 43.20 MB
3. 03-machine-learning/031-linear-regression-code-along.mp4 39.86 MB
4. 03-machine-learning/043-exercise-1-solution.mp4 37.31 MB
5. 04-deep-learning-intro/051-multiclass-classification-code-along.mp4 33.93 MB
6. 05-gradient-descent/070-learning-rate-code-along.mp4 33.16 MB
7. 01-welcome-to-the-course/007-your-first-deep-learning-model.mp4 32.89 MB
8. 02-data/011-plotting-with-matplotlib.mp4 32.84 MB
9. 05-gradient-descent/077-inner-layers-visualization-code-along.mp4 32.28 MB
10. 02-data/009-data-exploration-with-pandas-code-along.mp4 30.93 MB
11. 09-improving-performance/131-movies-reviews-sentiment-analysis-code-along.mp4 26.72 MB
12. 04-deep-learning-intro/057-exercise-2-solution.mp4 25.19 MB
13. 04-deep-learning-intro/055-exercise-1-solution.mp4 24.77 MB
14. 01-welcome-to-the-course/002-real-world-applications-of-deep-learning.mp4 23.60 MB
15. 03-machine-learning/035-classification-code-along.mp4 22.86 MB
16. 08-recurrent-neural-networks/116-rolling-windows-code-along.mp4 21.12 MB
17. 04-deep-learning-intro/049-neural-networks-code-along.mp4 21.10 MB
18. 04-deep-learning-intro/059-exercise-3-solution.mp4 20.60 MB
19. 06-convolutional-neural-networks/089-mnist-classification-code-along.mp4 19.62 MB
20. 05-gradient-descent/068-numpy-arrays-code-along.mp4 19.42 MB
21. 01-welcome-to-the-course/006-course-folder-walkthrough.mp4 19.23 MB
22. 09-improving-performance/120-learning-curves-code-along.mp4 18.92 MB
23. 03-machine-learning/029-cost-function-code-along.mp4 17.89 MB
24. 05-gradient-descent/079-exercise-1-solution.mp4 17.85 MB
25. 06-convolutional-neural-networks/092-tensor-math-code-along.mp4 17.18 MB
26. 08-recurrent-neural-networks/113-time-series-forecasting-code-along.mp4 16.13 MB
27. 03-machine-learning/041-feature-preprocessing-code-along.mp4 16.01 MB
28. 09-improving-performance/127-image-generator-code-along.mp4 15.32 MB
29. 09-improving-performance/122-batch-normalization-code-along.mp4 15.00 MB
30. 06-convolutional-neural-networks/098-convolutional-layers-code-along.mp4 14.40 MB
31. 03-machine-learning/034-classification.mp4 14.19 MB
32. 02-data/013-images-and-sound-in-jupyter.mp4 14.01 MB
33. 06-convolutional-neural-networks/102-convolutional-neural-networks-code-along.mp4 13.96 MB
34. 04-deep-learning-intro/061-exercise-4-solution.mp4 13.59 MB
35. 02-data/018-exercise-2-solution.mp4 13.52 MB
36. 05-gradient-descent/076-initialization-code-along.mp4 13.35 MB
37. 05-gradient-descent/072-gradient-descent-code-along.mp4 13.19 MB
38. 06-convolutional-neural-networks/105-exercise-1-solution.mp4 12.86 MB
39. 05-gradient-descent/083-exercise-3-solution.mp4 12.55 MB
40. 05-gradient-descent/066-fully-connected-backpropagation.mp4 12.49 MB
41. 05-gradient-descent/064-chain-rule.mp4 12.45 MB
42. 03-machine-learning/037-cross-validation.mp4 12.37 MB
43. 06-convolutional-neural-networks/097-convolutional-layers.mp4 12.31 MB
44. 02-data/008-tabular-data.mp4 11.74 MB
45. 08-recurrent-neural-networks/112-lstm-and-gru.mp4 11.46 MB
46. 02-data/012-unstructured-data.mp4 11.32 MB
47. 03-machine-learning/039-confusion-matrix.mp4 11.27 MB
48. 05-gradient-descent/085-exercise-4-solution.mp4 11.15 MB
49. 05-gradient-descent/081-exercise-2-solution.mp4 11.01 MB
50. 06-convolutional-neural-networks/106-exercise-2-solution.mp4 10.71 MB