Artificial Intelligence Masterclass
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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:
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Fully-Connected Neural Networks
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Convolutional Neural Networks
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Recurrent Neural Networks
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Variational AutoEncoders
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Mixed Density Networks
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Genetic Algorithms
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Evolution Strategies
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Covariance Matrix Adaptation Evolution Strategy (CMA-ES)
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Parameter-Exploring Policy Gradients
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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.
Modern Artificial Intelligence Masterclass: Build 6 Projects-
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Welcome to Step 5 - Implementing the CNN-VAE -
41
Introduction to Step 5 -
42
Initializing all the parameters and variables of the CNN-VAE class
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43
Building the Encoder part of the VAE
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44
Building the "V" part of the VAE
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45
Building the Decoder part of the VAE
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46
Implementing the Training operations
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47
Full Code Section
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48
The Keras Implementation
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60
Welcome to Step 8 - Implementing the MDN-RNN
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61
Initializing all the parameters and variables of the MDN-RNN class
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62
Building the RNN - Gathering the parameters
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63
Building the RNN - Creating an LSTM cell with Dropout
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64
Building the RNN - Setting up the Input, Target, and Output of the RNN
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65
Building the RNN - Getting the Deterministic Output of the RNN
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66
Building the MDN - Getting the Input, Hidden Layer and Output of the MDN
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67
Building the MDN - Getting the MDN parameters
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68
Implementing the Training operations (Part 1)
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69
Implementing the Training operations (Part 2)
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70
Full Code Section
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71
The Keras Implementation
