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[GigaCourse.Com] Udemy - A deep understanding of deep learning (with Python intro)

19 Understand and design CNNs/005 Examine feature map activations.mp4 273.2 MB
22 Style transfer/004 Transferring the screaming bathtub.mp4 227.4 MB
19 Understand and design CNNs/012 The EMNIST dataset (letter recognition).mp4 211.1 MB
19 Understand and design CNNs/002 CNN to classify MNIST digits.mp4 210.1 MB
07 ANNs/013 Multi-output ANN (iris dataset).mp4 195.8 MB
19 Understand and design CNNs/004 Classify Gaussian blurs.mp4 194.1 MB
09 Regularization/004 Dropout regularization in practice.mp4 192.1 MB
16 Autoencoders/006 Autoencoder with tied weights.mp4 186.4 MB
18 Convolution and transformations/003 Convolution in code.mp4 181.5 MB
08 Overfitting and cross-validation/006 Cross-validation -- DataLoader.mp4 180.7 MB
23 Generative adversarial networks/002 Linear GAN with MNIST.mp4 178.2 MB
07 ANNs/009 Learning rates comparison.mp4 176.8 MB
12 More on data/003 CodeChallenge_ unbalanced data.mp4 174.3 MB
11 FFNs/003 FFN to classify digits.mp4 169.7 MB
16 Autoencoders/005 The latent code of MNIST.mp4 169.7 MB
07 ANNs/018 Model depth vs. breadth.mp4 166.6 MB
12 More on data/007 Data feature augmentation.mp4 166.0 MB
21 Transfer learning/007 Pretraining with autoencoders.mp4 164.2 MB
14 FFN milestone projects/004 Project 2_ My solution.mp4 163.3 MB
21 Transfer learning/008 CIFAR10 with autoencoder-pretrained model.mp4 160.8 MB

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[FreeCourseSite.com] Udemy - Deep Learning Prerequisites The Numpy Stack in Python (V2+)

8. Setting Up Your Environment (FAQ by Student Request)/1. Windows-Focused Environment Setup 2018.mp4 195.3 MB
7. Machine Learning Basics/3. Classification in Code.mp4 131.5 MB
9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/2. Proof that using Jupyter Notebook is the same as not using it.mp4 82.1 MB
3. Matplotlib (New)/7. Where to Learn More Matplotlib.mp4 80.9 MB
2. Numpy (New)/7. Generating Data.mp4 66.2 MB
7. Machine Learning Basics/2. What is Classification.mp4 65.2 MB
7. Machine Learning Basics/5. Regression in Code.mp4 64.9 MB
1. Welcome and Logistics/1. Introduction and Outline.mp4 63.4 MB
2. Numpy (New)/5. Matrices.mp4 60.0 MB
2. Numpy (New)/2. Arrays vs Lists.mp4 53.2 MB
4. Pandas (New)/3. Selecting Rows and Columns.mp4 51.5 MB
7. Machine Learning Basics/9. Comparing Different Machine Learning Models.mp4 47.7 MB
8. Setting Up Your Environment (FAQ by Student Request)/2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 46.1 MB
7. Machine Learning Basics/4. What is Regression.mp4 45.3 MB
5. Scipy (New)/5. Where to Learn More Scipy.mp4 40.8 MB
7. Machine Learning Basics/1. Machine Learning Section Introduction.mp4 40.8 MB
2. Numpy (New)/9. Where to Learn More Numpy.mp4 40.7 MB
3. Matplotlib (New)/5. Plotting Images.mp4 40.5 MB
11. Appendix FAQ Finale/1. BONUS Where to get Udemy coupons and FREE deep learning material.mp4 39.7 MB
10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/2. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 39.4 MB

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00_VA_-_Deep_House_Vol_2-WEB-2010 .(LkT).sfv 2.1 kB
01_John_Modena_Feat._Lenny_Obryan-Inside-Radio_Edit .(LkT).mp3 8.9 MB
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12_Light_Boy-South_Ealing .(LkT).mp3 13.8 MB
13_Sunnight-Milk .(LkT).mp3 15.0 MB
14_Marco_Van_Erpen-Committed_To_The_Cause .(LkT).mp3 15.4 MB
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[FTUForum.com] Udemy - Python 3 Deep Dive (Part 2)

2. Sequence Types/10. Slicing - Lecture.mp4 689.2 MB
2. Sequence Types/8. Copying Sequences - Lecture.mp4 634.3 MB
12. Generators as Coroutines/2. Coroutines - Lecture.mp4 506.7 MB
10. Context Managers/2. Context Managers - Lecture.mp4 488.4 MB
9. Project 4/5. Project Solution Goal 4.mp4 475.6 MB
2. Sequence Types/24. List Comprehensions - Lecture.mp4 385.3 MB
2. Sequence Types/22. Sorting Sequences - Lecture.mp4 384.5 MB
9. Project 4/3. Project Solution Goal 2.mp4 382.1 MB
6. Generators/2. Yielding and Generator Functions - Lecture.mp4 380.0 MB
2. Sequence Types/2. Sequence Types - Lecture.mp4 369.1 MB
8. Iteration Tools/12. Mapping and Reducing - Lecture.mp4 341.6 MB
2. Sequence Types/7. Index Base and Slice Bounds - Rationale.mp4 327.6 MB
9. Project 4/2. Project Solution Goal 1.mp4 320.0 MB
12. Generators as Coroutines/6. Sending to Generators - Lecture.mp4 294.0 MB
7. Project 3/2. Project Solution Goal 1.mp4 280.5 MB
9. Project 4/1. Project - Description.mp4 250.5 MB
3. Project 1/2. Project Solution Goal 1.mp4 236.2 MB
2. Sequence Types/25. List Comprehensions - Coding.mp4 235.2 MB
10. Context Managers/8. Generators and Context Managers - Lecture.mp4 230.6 MB
2. Sequence Types/12. Custom Sequences - Part 1 - Lecture.mp4 230.0 MB

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