About Course

Free Artificial Intelligence A-Z™ 2023: Build an AI with ChatGPT4

This comprehensive course teaches you the essential concepts of artificial intelligence (AI) and provides hands-on training to get you started building AI applications. Learn how to:

* **Build AI from scratch** without prior coding experience using Python.
* **Integrate AI with OpenAI Gym** for efficient learning.
* **Optimize your AI** to achieve peak performance in real-world scenarios.

This course provides you with:

* **Beginner to expert AI skills** – Learn to code self-improving AI for various purposes. We code alongside you, starting with a blank page and building the code step-by-step.
* **Code templates** – Downloadable Python code templates for each AI you create in the course, allowing you to easily build unique AI projects.
* **Intuition tutorials** – Develop a deep understanding of AI concepts by focusing on building your intuition rather than complex mathematics.
* **Real-world solutions** – Learn to build AI adaptable to any environment by practicing in multiple game scenarios with varying structures and difficulties.
* **In-course support** – Our team of professional Data Scientists provides support within 48 hours, ensuring you have the help you need throughout your learning journey.

This free course is available on Udemy, Udacity, Coursera, MasterClass, NearPeer, and other platforms. Sign up today and embark on your AI journey!

Build an AI
Understand the theory behind Artificial Intelligence
Make a virtual Self Driving Car
Make an AI to beat games
Solve Real World Problems with AI
Master the State of the Art AI models
Q-Learning
Deep Q-Learning
Deep Convolutional Q-Learning
A3C

Course Content

01 – Welcome to the course

001 – Welcome Challenge.html

00:00
002 – Why AI.mp4

00:00
003 – Course Structure.html

00:00
004 – EXTRA Use ChatGPT to Build AI More Efficiently.html

00:00
Section Quiz

02 – Part 0 Fundamentals Of Reinforcement Learning

03 – QLearning Intuition

006 – Plan of Attack.mp4

00:00
007 – What is reinforcement learning.mp4

00:00
008 – The Bellman Equation.mp4

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009 – The Plan.mp4

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010 – Markov Decision Process.mp4

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011 – Policy vs Plan.mp4

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012 – Adding a Living Penalty.mp4

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013 – QLearning Intuition.mp4

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014 – Temporal Difference.mp4

00:00
Section Quiz

04 – QLearning Implementation

05 – Part 1 Deep QLearning

06 – Deep QLearning Intuition

07 – Deep QLearning Implementation

022 – Get the Codes here.html

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023 – Deep QLearning Implementation Step 1.mp4

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024 – Deep QLearning Implementation Step 2.mp4

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025 – Deep QLearning Implementation Step 3.mp4

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026 – Deep QLearning Implementation Step 4.mp4

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027 – Deep QLearning Implementation Step 5.mp4

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028 – Deep QLearning Implementation Step 6.mp4

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029 – Deep QLearning Implementation Step 7.mp4

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030 – Deep QLearning Implementation Step 8.mp4

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031 – Deep QLearning Implementation Step 9.mp4

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032 – Deep QLearning Implementation Step 10.mp4

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033 – Deep QLearning Implementation Step 11.mp4

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034 – Deep QLearning Implementation Step 12.mp4

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035 – Deep QLearning Implementation Step 13.mp4

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036 – Deep QLearning Implementation Step 14.mp4

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037 – Deep QLearning Implementation Step 15.mp4

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038 – Deep QLearning Implementation Step 16.mp4

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039 – Deep QLearning Implementation Step 17.mp4

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040 – Deep QLearning Implementation Step 18.mp4

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041 – Deep QLearning Implementation Step 19.mp4

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042 – Deep QLearning Implementation Step 20.mp4

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Section Quiz

08 – Part 2 Deep Convolutional QLearning

09 – Deep Convolutional QLearning Intuition

10 – Deep Convolutional QLearning Implementation

047 – Get the Codes here.html

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048 – Deep Convolutional QLearning Implementation Step 1.mp4

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049 – Deep Convolutional QLearning Implementation Step 2.mp4

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050 – Deep Convolutional QLearning Implementation Step 3.mp4

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051 – Deep Convolutional QLearning Implementation Step 4.mp4

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052 – Deep Convolutional QLearning Implementation Step 5.mp4

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053 – Deep Convolutional QLearning Implementation Step 6.mp4

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054 – Deep Convolutional QLearning Implementation Step 7.mp4

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055 – Deep Convolutional QLearning Implementation Step 8.mp4

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056 – Deep Convolutional QLearning Implementation Step 9.mp4

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057 – Deep Convolutional QLearning Implementation Step 10.mp4

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058 – Deep Convolutional QLearning Implementation Step 11.mp4

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059 – Deep Convolutional QLearning Implementation Step 12.mp4

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060 – Deep Convolutional QLearning Implementation Step 13.mp4

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Section Quiz

11 – Part 3 A3C

12 – A3C Intuition

13 – A3C Implementation

068 – Get the Codes here.html

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069 – A3C Implementation Step 1.mp4

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070 – A3C Implementation Step 2.mp4

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071 – A3C Implementation Step 3.mp4

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072 – A3C Implementation Step 4.mp4

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073 – A3C Implementation Step 5.mp4

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074 – A3C Implementation Step 6.mp4

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075 – A3C Implementation Step 7.mp4

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076 – A3C Implementation Step 8.mp4

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077 – A3C Implementation Step 9.mp4

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078 – A3C Implementation Step 10.mp4

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079 – A3C Implementation Step 11.mp4

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080 – A3C Implementation Step 12.mp4

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081 – A3C Implementation Step 13.mp4

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082 – A3C Implementation Step 14.mp4

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083 – A3C Implementation Step 15.mp4

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Section Quiz

14 – THANK YOU

15 – Annex 1 Artificial Neural Networks

085 – What is Deep Learning.mp4

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086 – Plan of Attack.mp4

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087 – The Neuron.mp4

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088 – The Activation Function.mp4

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089 – How do Neural Networks work.mp4

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090 – How do Neural Networks learn.mp4

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091 – Gradient Descent.mp4

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092 – Stochastic Gradient Descent.mp4

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093 – Backpropagation.mp4

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Section Quiz

16 – Annex 2 Convolutional Neural Networks

094 – Plan of Attack.mp4

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095 – What are convolutional neural networks.mp4

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096 – Step 1 Convolution Operation.mp4

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097 – Step 1b ReLU Layer.mp4

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098 – Step 2 Pooling.mp4

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099 – Step 3 Flattening.mp4

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100 – Step 4 Full Connection.mp4

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101 – Summary.mp4

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102 – Softmax CrossEntropy.mp4

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Section Quiz

17 – Extra Materials

18 – Congratulations Dont forget your Prize

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About Course

Free Artificial Intelligence A-Z™ 2023: Build an AI with ChatGPT4

What Will You Learn?

Course Content

01 – Welcome to the course

001 – Welcome Challenge.html

002 – Why AI.mp4

003 – Course Structure.html

004 – EXTRA Use ChatGPT to Build AI More Efficiently.html

Section Quiz

02 – Part 0 Fundamentals Of Reinforcement Learning

005 – Welcome to Part 0 Fundamentals of Reinforcement Learning.html

03 – QLearning Intuition

006 – Plan of Attack.mp4

007 – What is reinforcement learning.mp4

008 – The Bellman Equation.mp4

009 – The Plan.mp4

010 – Markov Decision Process.mp4

011 – Policy vs Plan.mp4

012 – Adding a Living Penalty.mp4

013 – QLearning Intuition.mp4

014 – Temporal Difference.mp4

Section Quiz

04 – QLearning Implementation

015 – A QLearning Implementation for Process Optimization.html

05 – Part 1 Deep QLearning

016 – Welcome to Part 1 Deep QLearning.html

06 – Deep QLearning Intuition

017 – Plan of Attack.mp4

018 – Deep QLearning Intuition Learning.mp4

019 – Deep QLearning Intuition Acting.mp4

020 – Experience Replay.mp4

021 – Action Selection Policies.mp4

Section Quiz

07 – Deep QLearning Implementation

022 – Get the Codes here.html

023 – Deep QLearning Implementation Step 1.mp4

024 – Deep QLearning Implementation Step 2.mp4

025 – Deep QLearning Implementation Step 3.mp4

026 – Deep QLearning Implementation Step 4.mp4

027 – Deep QLearning Implementation Step 5.mp4

028 – Deep QLearning Implementation Step 6.mp4

029 – Deep QLearning Implementation Step 7.mp4

030 – Deep QLearning Implementation Step 8.mp4

031 – Deep QLearning Implementation Step 9.mp4

032 – Deep QLearning Implementation Step 10.mp4

033 – Deep QLearning Implementation Step 11.mp4

034 – Deep QLearning Implementation Step 12.mp4

035 – Deep QLearning Implementation Step 13.mp4

036 – Deep QLearning Implementation Step 14.mp4

037 – Deep QLearning Implementation Step 15.mp4

038 – Deep QLearning Implementation Step 16.mp4

039 – Deep QLearning Implementation Step 17.mp4

040 – Deep QLearning Implementation Step 18.mp4

041 – Deep QLearning Implementation Step 19.mp4

042 – Deep QLearning Implementation Step 20.mp4

Section Quiz

08 – Part 2 Deep Convolutional QLearning

043 – Welcome to Part 2 Deep Convolutional QLearning.html

09 – Deep Convolutional QLearning Intuition

044 – Plan of Attack.mp4

045 – Deep Convolutional QLearning Intuition.mp4

046 – Eligibility Trace.mp4

Section Quiz

10 – Deep Convolutional QLearning Implementation

047 – Get the Codes here.html

048 – Deep Convolutional QLearning Implementation Step 1.mp4

049 – Deep Convolutional QLearning Implementation Step 2.mp4

050 – Deep Convolutional QLearning Implementation Step 3.mp4

051 – Deep Convolutional QLearning Implementation Step 4.mp4

052 – Deep Convolutional QLearning Implementation Step 5.mp4

053 – Deep Convolutional QLearning Implementation Step 6.mp4

054 – Deep Convolutional QLearning Implementation Step 7.mp4

055 – Deep Convolutional QLearning Implementation Step 8.mp4

056 – Deep Convolutional QLearning Implementation Step 9.mp4

057 – Deep Convolutional QLearning Implementation Step 10.mp4

058 – Deep Convolutional QLearning Implementation Step 11.mp4

059 – Deep Convolutional QLearning Implementation Step 12.mp4

060 – Deep Convolutional QLearning Implementation Step 13.mp4

Section Quiz