| [FreeTutorials.Us] deeplearning/01 Welcome to the course/001 What is Deep Learning.mp4 |
31.3 MB |
| [FreeTutorials.Us] deeplearning/01 Welcome to the course/002 Installing Python.mp4 |
20.4 MB |
| [FreeTutorials.Us] deeplearning/01 Welcome to the course/003 How to get the dataset.mp4 |
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| [FreeTutorials.Us] deeplearning/01 Welcome to the course/004 BONUS Meet Your Instructors.html |
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| [FreeTutorials.Us] deeplearning/02 --------------------- Part 1 - Artificial Neural Networks ---------------------/005 Welcome to Part 1 - Artificial Neural Networks.html |
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| [FreeTutorials.Us] deeplearning/03 ANN Intuition/006 Plan of Attack.mp4 |
4.7 MB |
| [FreeTutorials.Us] deeplearning/03 ANN Intuition/007 The Neuron.mp4 |
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| [FreeTutorials.Us] deeplearning/03 ANN Intuition/008 The Activation Function.mp4 |
14.8 MB |
| [FreeTutorials.Us] deeplearning/03 ANN Intuition/009 How do Neural Networks work.mp4 |
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| [FreeTutorials.Us] deeplearning/03 ANN Intuition/010 How do Neural Networks learn.mp4 |
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| [FreeTutorials.Us] deeplearning/03 ANN Intuition/011 Gradient Descent.mp4 |
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| [FreeTutorials.Us] deeplearning/03 ANN Intuition/013 Backpropagation.mp4 |
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| [FreeTutorials.Us] deeplearning/04 Building an ANN/014 Prerequisites.html |
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| [FreeTutorials.Us] deeplearning/04 Building an ANN/016 Business Problem Description.mp4 |
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| [FreeTutorials.Us] deeplearning/04 Building an ANN/017 Building an ANN - Step 1.mp4 |
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| [FreeTutorials.Us] deeplearning/04 Building an ANN/022 Building an ANN - Step 6.mp4 |
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| [FreeTutorials.Us] deeplearning/04 Building an ANN/023 Building an ANN - Step 7.mp4 |
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| [FreeTutorials.Us] deeplearning/05 Homework Challenge - Should we say goodbye to that customer/027 Homework Instruction.html |
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| [FreeTutorials.Us] deeplearning/05 Homework Challenge - Should we say goodbye to that customer/028 Homework Solution.mp4 |
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| [FreeTutorials.Us] deeplearning/06 Evaluating Improving and Tuning the ANN/029 Evaluating the ANN.mp4 |
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| [FreeTutorials.Us] deeplearning/07 Homework Challenge - Put me one step down on the podium/032 Homework Instruction.html |
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| [FreeTutorials.Us] deeplearning/08 -------------------- Part 2 - Convolutional Neural Networks --------------------/033 Welcome to Part 2 - Convolutional Neural Networks.html |
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| [FreeTutorials.Us] deeplearning/09 CNN Intuition/034 Plan of attack.mp4 |
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| [FreeTutorials.Us] deeplearning/09 CNN Intuition/035 What are convolutional neural networks.mp4 |
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| [FreeTutorials.Us] deeplearning/09 CNN Intuition/036 Step 1 - Convolution Operation.mp4 |
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| [FreeTutorials.Us] deeplearning/11 Homework - Whats that pet/055 Homework Instruction.html |
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| [FreeTutorials.Us] deeplearning/11 Homework - Whats that pet/056 Homework Solution.mp4 |
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| [FreeTutorials.Us] deeplearning/12 Evaluating Improving and Tuning the CNN/057 Homework Challenge - Get the gold medal.html |
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| [FreeTutorials.Us] deeplearning/13 ---------------------- Part 3 - Recurrent Neural Networks ----------------------/059 Welcome to Part 3 - Recurrent Neural Networks.html |
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| [FreeTutorials.Us] deeplearning/14 RNN Intuition/060 Plan of attack.mp4 |
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| [FreeTutorials.Us] deeplearning/14 RNN Intuition/061 The idea behind Recurrent Neural Networks.mp4 |
37.3 MB |
| [FreeTutorials.Us] deeplearning/14 RNN Intuition/062 The Vanishing Gradient Problem.mp4 |
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| [FreeTutorials.Us] deeplearning/14 RNN Intuition/065 EXTRA LSTM Variations.mp4 |
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| [FreeTutorials.Us] deeplearning/15 Building a RNN/066 Ethical Disclosure.mp4 |
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| [FreeTutorials.Us] deeplearning/15 Building a RNN/067 How to get the dataset.mp4 |
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| [FreeTutorials.Us] deeplearning/15 Building a RNN/080 Summary Next Steps.html |
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| [FreeTutorials.Us] deeplearning/16 Homework Challenge - Google Stock Price Prediction/081 Homework Instruction.html |
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| [FreeTutorials.Us] deeplearning/18 ------------------------ Part 4 - Self Organizing Maps ------------------------/086 Welcome to Part 4 - Self Organizing Maps.html |
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| [FreeTutorials.Us] deeplearning/19 SOMs Intuition/087 Plan of attack.mp4 |
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| [FreeTutorials.Us] deeplearning/19 SOMs Intuition/088 How do Self-Organizing Maps Work.mp4 |
20 MB |
| [FreeTutorials.Us] deeplearning/19 SOMs Intuition/089 Why revisit K-Means.mp4 |
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| [FreeTutorials.Us] deeplearning/19 SOMs Intuition/093 Live SOM example.mp4 |
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| [FreeTutorials.Us] deeplearning/19 SOMs Intuition/094 Reading an Advanced SOM.mp4 |
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| [FreeTutorials.Us] deeplearning/19 SOMs Intuition/096 EXTRA K-means Clustering part 3.mp4 |
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| [FreeTutorials.Us] deeplearning/20 Building a SOM/097 How to get the dataset.mp4 |
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30.7 MB |
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| [FreeTutorials.Us] deeplearning/21 Mega Case Study/102 Mega Case Study - Step 1.mp4 |
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| [FreeTutorials.Us] deeplearning/21 Mega Case Study/105 Mega Case Study - Step 4.mp4 |
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| [FreeTutorials.Us] deeplearning/22 ------------------------- Part 5 - Boltzmann Machines -------------------------/106 Welcome to Part 5 - Boltzmann Machines.html |
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| [FreeTutorials.Us] deeplearning/23 Boltzmann Machine Intuition/107 Plan of attack.mp4 |
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| [FreeTutorials.Us] deeplearning/23 Boltzmann Machine Intuition/108 Boltzmann Machine.mp4 |
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| [FreeTutorials.Us] deeplearning/23 Boltzmann Machine Intuition/109 Energy-Based Models EBM.mp4 |
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| [FreeTutorials.Us] deeplearning/23 Boltzmann Machine Intuition/114 Deep Boltzmann Machines.mp4 |
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| [FreeTutorials.Us] deeplearning/24 Building a Boltzmann Machine/115 How to get the dataset.mp4 |
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| [FreeTutorials.Us] deeplearning/24 Building a Boltzmann Machine/117 Installing PyTorch.mp4 |
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| [FreeTutorials.Us] deeplearning/24 Building a Boltzmann Machine/119 Same Data Preprocessing in Parts 5 and 6.html |
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| [FreeTutorials.Us] deeplearning/25 ---------------------------- Part 6 - AutoEncoders ----------------------------/134 Welcome to Part 6 - AutoEncoders.html |
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| [FreeTutorials.Us] deeplearning/27 Building an AutoEncoder/147 Installing PyTorch.mp4 |
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