Udemy - Artificial Intelligence Masterclass [FCS]

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[FreeCourseSite.com] Udemy - Artificial Intelligence Masterclass 1. Introduction
  • 1. Updates on Udemy Reviews.mp4 (46.0 MB)
  • 1. Updates on Udemy Reviews.vtt (3.1 KB)
  • 2. Introduction + Course Structure + Demo.mp4 (156.8 MB)
  • 2. Introduction + Course Structure + Demo.vtt (19.9 KB)
  • 3. Your Three Best Resources.mp4 (143.3 MB)
  • 3. Your Three Best Resources.vtt (12.2 KB)
  • 4. Download the Resources here.html (3.0 KB)
  • 5. Meet your instructors!.html (0.7 KB)
10. Step 9 - Reinforcement Learning
  • 1. Welcome to Step 9 - Reinforcement Learning.html (0.4 KB)
  • 2. What is Reinforcement Learning.mp4 (68.6 MB)
  • 2. What is Reinforcement Learning.vtt (16.1 KB)
  • 3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.mp4 (154.3 MB)
  • 3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.vtt (24.5 KB)
  • 4. Full Code Section.html (0.4 KB)
11. Step 10 - Deep NeuroEvolution
  • 1. Welcome to Step 10 - Deep NeuroEvolution.html (1.2 KB)
  • 2. Deep NeuroEvolution.mp4 (108.8 MB)
  • 2. Deep NeuroEvolution.vtt (13.8 KB)
  • 3. Evolution Strategies.mp4 (119.4 MB)
  • 3. Evolution Strategies.vtt (11.9 KB)
  • 4. Genetic Algorithms.mp4 (149.1 MB)
  • 4. Genetic Algorithms.vtt (15.4 KB)
  • 5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).mp4 (144.1 MB)
  • 5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).vtt (15.8 KB)
  • 6. Parameter-Exploring Policy Gradients (PEPG).mp4 (143.9 MB)
  • 6. Parameter-Exploring Policy Gradients (PEPG).vtt (15.1 KB)
  • 7. OpenAI Evolution Strategy.mp4 (108.1 MB)
  • 7. OpenAI Evolution Strategy.vtt (9.7 KB)
12. The Final Run
  • 1. The Whole Implementation.mp4 (191.6 MB)
  • 1. The Whole Implementation.vtt (25.7 KB)
  • 2. Download the whole AI Masterclass folder here.html (1.0 KB)
  • 2.1 AI_Masterclass.zip.zip (17.1 MB)
  • 3. Installing the required packages.mp4 (158.7 MB)
  • 3. Installing the required packages.vtt (15.1 KB)
  • 4. The Final Race Human Intelligence vs. Artificial Intelligence.mp4 (125.1 MB)
  • 4. The Final Race Human Intelligence vs. Artificial Intelligence.vtt (14.0 KB)
2. Step 1 - Artificial Neural Network
  • 1. Welcome to Step 1 - Artificial Neural Network.html (0.6 KB)
  • 2. Plan of Attack.mp4 (11.9 MB)
  • 2. Plan of Attack.vtt (3.5 KB)
  • 3. The Neuron.mp4 (98.8 MB)
  • 3. The Neuron.vtt (22.0 KB)
  • 4. The Activation Function.mp4 (45.4 MB)
  • 4. The Activation Function.vtt (10.5 KB)
  • 5. How do Neural Networks work.mp4 (81.9 MB)
  • 5. How do Neural Networks work.vtt (17.3 KB)
  • 6. How do Neural Networks learn.mp4 (112.1 MB)
  • 6. How do Neural Networks learn.vtt (17.0 KB)
  • 7. Gradient Descent.mp4 (60.6 MB)
  • 7. Gradient Descent.vtt (12.7 KB)
  • 8. Stochastic Gradient Descent.mp4 (67.3 MB)
  • 8. Stochastic Gradient Descent.vtt (11.2 KB)
  • 9. Backpropagation.mp4 (43.1 MB)
  • 9. Backpropagation.vtt (6.7 KB)
3. Step 2 - Convolutional Neural Network
  • 1. Welcome to Step 2 - Convolutional Neural Network.html (0.4 KB)
  • 10. Softmax & Cross-Entropy.mp4 (118.0 MB)
  • 10. Softmax & Cross-Entropy.vtt (23.0 KB)
  • 2. Plan of Attack.mp4 (15.8 MB)
  • 2. Plan of Attack.vtt (4.8 KB)
  • 3. What are Convolutional Neural Networks.mp4 (108.0 MB)
  • 3. What are Convolutional Neural Networks.vtt (19.9 KB)
  • 4. Step 1 - The Convolution Operation.mp4 (97.9 MB)
  • 4. Step 1 - The Convolution Operation.vtt (21.5 KB)
  • 5. Step 1 Bis - The ReLU Layer.mp4 (53.4 MB)
  • 5. Step 1 Bis - The ReLU Layer.vtt (8.5 KB)
  • 6. Step 2 - Pooling.mp4 (140.2 MB)
  • 6. Step 2 - Pooling.vtt (19.1 KB)
  • 7. Step 3 - Flattening.mp4 (7.9 MB)
  • 7. Step 3 - Flattening.vtt (2.3 KB)
  • 8. Step 4 - Full Connection.mp4 (194.3 MB)
  • 8. Step 4 - Full Connection.vtt (26.1 KB)
  • 9. Summary.mp4 (30.3 MB)
  • 9. Summary.vtt (5.7 KB)
4. Step 3 - AutoEncoder
  • 1. Welcome to Step 3 - AutoEncoder.html (0.4 KB)
  • 10. Stacked AutoEncoders.mp4 (16.4 MB)
  • 10. Stacked AutoEncoders.vtt (14.4 MB)
  • 11. Deep AutoEncoders.mp4 (12.0 MB)
  • 11. Deep AutoEncoders.vtt (2.5 KB)
  • 2. Plan of Attack.mp4 (11.8 MB)
  • 2. Plan of Attack.vtt (2.8 KB)
  • 3. What are AutoEncoders.mp4 (94.6 MB)
  • 3. What are AutoEncoders.vtt (14.6 KB)
  • 4. A Note on Biases.mp4 (8.6 MB)
  • 4. A Note on Biases.vtt (1.9 KB)
  • 5. Training an AutoEncoder.mp4 (50.3 MB)
  • 5. Training an AutoEncoder.vtt (8.6 KB)
  • 6. Overcomplete Hidden Layers.mp4 (28.1 MB)
  • 6. Overcomplete Hidden Layers.vtt (5.0 KB)
  • 7. Sparse AutoEncoders.mp4 (57.5 MB)
  • 7. Sparse AutoEncoders.vtt (8.2 KB)
  • 8. Denoising AutoEncoders.mp4 (24.1 MB)
  • 8. Denoising AutoEncoders.vtt (3.2 KB)
  • 9. Contractive AutoEncoders.mp4 (20.6 MB)
  • 9. Contractive AutoEncoders.vtt (3.3 KB)
5. Step 4 - Variational AutoEncoder
  • 1. Welcome to Step 4 - Variational AutoEncoder.html (0.4 KB)
  • 2. Introduction to the VAE.mp4 (103.7 MB)
  • 2. Introduction to the VAE.vtt (10.0 KB)
  • 3. Variational AutoEncoders.mp4 (26.3 MB)
  • 3. Variational AutoEncoders.vtt (5.7 KB)
  • 4. Reparameterization Trick.mp4 (26.4 MB)
  • 4. Reparameterization Trick.vtt (6.2 KB)
6. Step 5 - Implementing the CNN-VAE
  • 1. Welcome to Step 5 - Implementing the CNN-VAE.html (2.3 KB)
  • 2. Introduction to Step 5.mp4 (58.9 MB)
  • 2. Introduction to Step 5.vtt (9.8 KB)
  • 3. Initializing all the parameter

Description

Udemy - Artificial Intelligence Masterclass [FCS]

Enter the new era of Hybrid AI Models optimized by Deep NeuroEvolution, with a complete toolkit of ML, DL & AI models

Created by Hadelin de Ponteves, Kirill Eremenko, SuperDataScience Team
Last updated 2/2019

For more Udemy Courses: https://freecoursesite.com
Our Forum for Discussion: https://forum.freecoursesite.com



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Udemy - Artificial Intelligence Masterclass [FCS]

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Download torrent
6.2 GB
seeders:21
leechers:24
Udemy - Artificial Intelligence Masterclass [FCS]

Torrent hash: 6B7678D03113B9CE29EE3CA1E8846987CD13E4DE