Brochure
Enquire
- Welcome
- Some Resources Before We Start
- Bonus: Learning Path
- Q-Learning
- Deep Q-Learning
- Policy Gradient
- Actor-Critic
- Taxonomy Of Ai Models
- Bonus: 5 Advantages Of Drl
- Bonus: Rl Algorithms Map
- Get The Materials
Artificial Intelligence 2.0: AI, Python, DRL + ChatGPT Prize
Quick Facts
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|---|---|---|---|---|
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 499 ₹3,499
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Part 1 - Fundamentals
Part 2 - Twin Delayed Ddpg Theory
- Introduction And Initialization
- The Q-Learning Part
- The Policy Learning Part
- The Whole Training Process
Part 3 - Twin Delayed Ddpg Implementation
- The Whole Code Folder Of The Course With All The Implementations
- Beginning
- Implementation - Step 1
- Implementation - Step 2
- Implementation - Step 3
- Implementation - Step 4
- Implementation - Step 5
- Implementation - Step 6
- Implementation - Step 7
- Implementation - Step 8
- Implementation - Step 9
- Implementation - Step 10
- Implementation - Step 11
- Implementation - Step 12
- Implementation - Step 13
- Implementation - Step 14
- Implementation - Step 15
- Implementation - Step 16
- Implementation - Step 17
- Implementation - Step 18
- Implementation - Step 19
- Implementation - Step 20
The Final Demo!
- Demo - Training
- Demo - Inference
Annex 1 - Artificial Neural Networks
- Plan Of Attack
- The Neuron
- The Activation Function
- How Do Neural Networks Work?
- How Do Neural Networks Learn?
- Gradient Descent
- Stochastic Gradient Descent
- Backpropagation
Annex 2 - Q-Learning
- Plan Of Attack
- What Is Reinforcement Learning?
- The Bellman Equation
- The Plan
- Markov Decision Process
- Policy Vs Plan
- Living Penalty
- Q-Learning Intuition
- Temporal Difference
- Q-Learning Visualization
Annex 3 - Deep Q-Learning
- Plan Of Attack
- Deep Q-Learning Intuition - Step 1
- Deep Q-Learning Intuition - Step 2
- Experience Replay
- Action Selection Policies
Bonus Lectures
- Your Special Bonus
Instructors
Mr Hadelin de Ponteves
Co-founder
Udemy
Articles
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