Curriculum
18 Sections
27 Lessons
90 Days
Expand all sections
Collapse all sections
Introduction to AI
1
1.1
Why AI?
5 Minutes
Qlearning Intuition
9
2.1
Plan of Attack
4 Minutes
2.2
What is Reinforcement Learning
12 Minutes
2.3
The Bellman Equation
20 Minutes
2.4
The Plan
3 Minutes
2.5
Markov Decision Progress
17 Minutes
2.6
Policy vs Plan
13 Minutes
2.7
Adding a Living Penalty
10 Minutes
2.8
QLearning Intuition
15 Minutes
2.9
Temporal Difference
20 Minutes
Deep QLearning Intuition
5
3.1
Plan of Attack
3 Minutes
3.2
Deep QLearning Intuition Learning
20 Minutes
3.3
Deep QLearning Intuition Acting
5 Minutes
3.4
Experience Replay
16 Minutes
3.5
Action Selection Policies
17 Minutes
Deep QLearning Implementation - Part 1
10
4.1
Deep QLearning Implementation on Step 1
7 Minutes
4.2
Deep QLearning Implementation on Step 2
7 Minutes
4.3
Deep QLearning Implementation on Step 3
9 Minutes
4.4
Deep QLearning Implementation on Step 4
4 Minutes
4.5
Deep QLearning Implementation on Step 5
6 Minutes
4.6
Deep QLearning Implementation on Step 6
4 Minutes
4.7
Deep QLearning Implementation on Step 7
3 Minutes
4.8
Deep QLearning Implementation on Step 8
3 Minutes
4.9
Deep QLearning Implementation on Step 9
8 Minutes
4.10
Deep QLearning Implementation on Step 25
8 Minutes
Deep QLearning Implementation - Part 2
2
5.1
Deep Learning Implementation on Step 26
8 Minutes
5.2
Deep Learning Implementation on Step 27
9 Minutes
Deep QLearning Implementation - Part 3
0
Deep Convolutional QLearning Intuition
0
Deep Convolutional QLearning Implementation - Part 1
0
Deep Convolutional QLearning Implementation - Part 2
0
A3C Intuition
0
A3C Implementation - Part 1
0
A3C Implementation - Part 2
0
A3C Implementation - Part 3
0
A3C Implementation - Part 4
0
LLMs Intuition
0
LLMs Implementation - Part 1
0
LLMs Implementation - Part 2
0
LLMs Implementation - Part 3
0
Artificial Intelligence Program
Search
This content is protected, please
login
and enroll in the course to view this content!
Login with your site account
Lost your password?
Remember Me
Modal title
Main Content