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TORRENT DETAILS

[FreeTutorials.Us] Udemy - Artificial Intelligence Masterclass

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	0cbfbe4bdd220e48976639ff1b095c571a8a26c6
Size:	6.1 GB in 94 files
Release Date(s):	Torrent Release: 13-07-2019 by user
Swarm:	0 Seeds & 0 Peers
Vote:	No votes yet.

DESCRIPTION

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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 : 7/2019
Language : English
Course Source : https://www.udemy.com/artificial-intelligence-masterclass/

What you'll learn

• How to Build an AI
• How to Build a Hybrid Intelligent System
• Fully-Connected Neural Networks
• Convolutional Neural Networks
• Recurrent Neural Networks
• AutoEncoders
• Variational AutoEncoders
• Mixture Density Network
• Deep Reinforcement Learning
• Policy Gradient
• Genetic Algorithms
• Evolution Strategies
• Covariance-Matrix Adaptation Evolution Strategies (CMA-ES)
• Controllers
• Meta Learning
• Deep NeuroEvolution

Course content
all 89 lectures 12:01:58

Requirements

• High school mathematics
• A bit of coding experience

Description

Today, we are bringing you the king of our AI courses...:

The Artificial Intelligence MASTERCLASS

Are you keen on Artificial Intelligence? Do want to learn to build the most powerful AI model developed so far and even play against it? Sounds tempting right...

Then Artificial Intelligence Masterclass course is the right choice for you. This ultimate AI toolbox is all you need to nail it down with ease. You will get 10 hours step by step guide and the full roadmap which will help you build your own Hybrid AI Model from scratch.

In this course, we will teach you how to develop the most powerful Artificial intelligence model based on the most robust Hybrid Intelligent System. So far this model proves to be the best state of the art AI ever created beating its predecessors at all the AI competitions with incredibly high scores.

This Hybrid Model is aptly named the Full World Model, and it combines all the state of the art models of the different AI branches, including Deep Learning, Deep Reinforcement Learning, Policy Gradient, and even, Deep NeuroEvolution.

By enrolling in this course you will have the opportunity to learn how to combine the below models in order to achieve best performing artificial intelligence system:

• Fully-Connected Neural Networks

• Convolutional Neural Networks

• Recurrent Neural Networks

• Variational AutoEncoders

• Mixed Density Networks

• Genetic Algorithms

• Evolution Strategies

• Covariance Matrix Adaptation Evolution Strategy (CMA-ES)

• Parameter-Exploring Policy Gradients

• Plus many others

Therefore, you are not getting just another simple artificial intelligence course but all in one package combining a course and a master toolkit, of the most powerful AI models. You will be able to download this toolkit and use it to build hybrid intelligent systems. Hybrid Models are becoming the winners in the AI race, so you must learn how to handle them already.

In addition to all this, we will also give you the full implementations in the two AI frameworks: TensorFlow and Keras. So anytime you want to build an AI for a specific application, you can just grab those model you need in the toolkit, and reuse them for different projects!

Don’t wait to join us on this EPIC journey in mastering the future of the AI - the hybrid AI Models.

Who this course is for :

• Anyone interested in Artificial Intelligence, Deep Learning, or Machine Learning.

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FILE LIST

Filename		Size
	0. Websites you may like/How you can help Team-FTU.txt	237 B
	1. Introduction/1. Updates on Udemy Reviews.mp4	22 MB
	1. Introduction/1. Updates on Udemy Reviews.srt	3.5 KB
	1. Introduction/1. Updates on Udemy Reviews.vtt	3 KB
	1. Introduction/2. Introduction + Course Structure + Demo.mp4	195.3 MB
	1. Introduction/2. Introduction + Course Structure + Demo.srt	21.9 KB
	1. Introduction/2. Introduction + Course Structure + Demo.vtt	19.2 KB
	1. Introduction/3. BONUS Learning Paths.html	2.4 KB
	1. Introduction/4. Your Three Best Resources.mp4	134.5 MB
	1. Introduction/4. Your Three Best Resources.srt	13.3 KB
	1. Introduction/4. Your Three Best Resources.vtt	11.8 KB
	1. Introduction/5. Download the Resources here.html	790 B
	1. Introduction/6. Meet your instructors!.html	723 B
	10. Step 9 - Reinforcement Learning/1. Welcome to Step 9 - Reinforcement Learning.html	424 B
	10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.mp4	68.6 MB
	10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.srt	18.1 KB
	10. Step 9 - Reinforcement Learning/2. What is Reinforcement Learning.vtt	16 KB
	10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.mp4	154.3 MB
	10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.srt	27 KB
	10. Step 9 - Reinforcement Learning/3. A Pseudo Implementation of Reinforcement Learning for the Full World Model.vtt	23.5 KB
	10. Step 9 - Reinforcement Learning/4. Full Code Section.html	393 B
	11. Step 10 - Deep NeuroEvolution/1. Welcome to Step 10 - Deep NeuroEvolution.html	1.2 KB
	11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.mp4	108.8 MB
	11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.srt	15.1 KB
	11. Step 10 - Deep NeuroEvolution/2. Deep NeuroEvolution.vtt	13.3 KB
	11. Step 10 - Deep NeuroEvolution/3. Evolution Strategies.mp4	119.4 MB
	11. Step 10 - Deep NeuroEvolution/3. Evolution Strategies.srt	13 KB
	11. Step 10 - Deep NeuroEvolution/3. Evolution Strategies.vtt	11.4 KB
	11. Step 10 - Deep NeuroEvolution/4. Genetic Algorithms.mp4	149.1 MB
	11. Step 10 - Deep NeuroEvolution/4. Genetic Algorithms.srt	17.7 KB
	11. Step 10 - Deep NeuroEvolution/4. Genetic Algorithms.vtt	15.5 KB
	11. Step 10 - Deep NeuroEvolution/5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).mp4	144.1 MB
	11. Step 10 - Deep NeuroEvolution/5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).srt	17.2 KB
	11. Step 10 - Deep NeuroEvolution/5. Covariance-Matrix Adaptation Evolution Strategy (CMA-ES).vtt	15.2 KB
	11. Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).mp4	143.9 MB
	11. Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).srt	16.4 KB
	11. Step 10 - Deep NeuroEvolution/6. Parameter-Exploring Policy Gradients (PEPG).vtt	14.5 KB
	11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.mp4	108.1 MB
	11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.srt	10.4 KB
	11. Step 10 - Deep NeuroEvolution/7. OpenAI Evolution Strategy.vtt	9.2 KB
	12. The Final Run/1. The Whole Implementation.mp4	273.7 MB
	12. The Final Run/1. The Whole Implementation.srt	28.3 KB
	12. The Final Run/1. The Whole Implementation.vtt	24.9 KB
	12. The Final Run/2. Download the whole AI Masterclass folder here.html	1 KB
	12. The Final Run/2.1 AI Masterclass.zip.zip	17.1 MB
	12. The Final Run/3. Installing the required packages.mp4	158.7 MB
	12. The Final Run/3. Installing the required packages.srt	17.5 KB
	12. The Final Run/3. Installing the required packages.vtt	15 KB
	12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.mp4	125.1 MB
	12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.srt	15.8 KB
	12. The Final Run/4. The Final Race Human Intelligence vs. Artificial Intelligence.vtt	13.5 KB
	12. The Final Run/5. THANK YOU bonus video.mp4	29.2 MB
	12. The Final Run/5. THANK YOU bonus video.srt	2.3 KB
	12. The Final Run/5. THANK YOU bonus video.vtt	2 KB
	13. Bonus Lectures/1. YOUR SPECIAL BONUS.html	1.1 KB
	2. Step 1 - Artificial Neural Network/1. Welcome to Step 1 - Artificial Neural Network.html	605 B
	2. Step 1 - Artificial Neural Network/2. Plan of Attack.mp4	15.8 MB
	2. Step 1 - Artificial Neural Network/2. Plan of Attack.srt	3.9 KB
	2. Step 1 - Artificial Neural Network/2. Plan of Attack.vtt	3.5 KB
	2. Step 1 - Artificial Neural Network/3. The Neuron.mp4	98.8 MB
	2. Step 1 - Artificial Neural Network/3. The Neuron.srt	24.7 KB
	2. Step 1 - Artificial Neural Network/3. The Neuron.vtt	21.6 KB
	2. Step 1 - Artificial Neural Network/4. The Activation Function.mp4	45.4 MB
	2. Step 1 - Artificial Neural Network/4. The Activation Function.srt	11.8 KB
	2. Step 1 - Artificial Neural Network/4. The Activation Function.vtt	10.4 KB
	2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.mp4	81.9 MB
	2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.srt	19.1 KB
	2. Step 1 - Artificial Neural Network/5. How do Neural Networks work.vtt	16.8 KB
	2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.mp4	112.1 MB
	2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.srt	19 KB
	2. Step 1 - Artificial Neural Network/6. How do Neural Networks learn.vtt	16.5 KB
	2. Step 1 - Artificial Neural Network/7. Gradient Descent.mp4	60.6 MB
	2. Step 1 - Artificial Neural Network/7. Gradient Descent.srt	14.2 KB
	2. Step 1 - Artificial Neural Network/7. Gradient Descent.vtt	12.3 KB
	2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.mp4	67.3 MB
	2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.srt	12.2 KB
	2. Step 1 - Artificial Neural Network/8. Stochastic Gradient Descent.vtt	10.8 KB
	2. Step 1 - Artificial Neural Network/9. Backpropagation.mp4	43.1 MB
	2. Step 1 - Artificial Neural Network/9. Backpropagation.srt	7.3 KB
	2. Step 1 - Artificial Neural Network/9. Backpropagation.vtt	6.4 KB
	3. Step 2 - Convolutional Neural Network/1. Welcome to Step 2 - Convolutional Neural Network.html	430 B
	3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.mp4	118 MB
	3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.srt	25.3 KB
	3. Step 2 - Convolutional Neural Network/10. Softmax & Cross-Entropy.vtt	22.1 KB
	3. Step 2 - Convolutional Neural Network/2. Plan of Attack.mp4	21.8 MB
	3. Step 2 - Convolutional Neural Network/2. Plan of Attack.srt	5.3 KB
	3. Step 2 - Convolutional Neural Network/2. Plan of Attack.vtt	4.7 KB
	3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.mp4	108 MB
	3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.srt	22.2 KB
	3. Step 2 - Convolutional Neural Network/3. What are Convolutional Neural Networks.vtt	19.4 KB
	3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.mp4	97.9 MB
	3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.srt	23.3 KB
	3. Step 2 - Convolutional Neural Network/4. Step 1 - The Convolution Operation.vtt	20.4 KB
	3. Step 2 - Convolutional Neural Network/5. Step 1 Bis - The ReLU Layer.mp4	53.4 MB

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