Artificial Intelligence

Course details

                     AI ARTIFICIAL INTELLIGENCE
 
COURSE OVERVIEW

This Artificial Intelligence Program gives training on the skills required to become a successful AI Engineer. Throughout this exclusive Artificial Intelligence certification online course, you’ll master Deep Learning, Machine Learning, and the programming languages required to excel in this domain and kick-start your career in Artificial Intelligence.
 
COURSE DESCRIPTION

Learn key AI concepts and intuition training to get you quickly up to speed with all things AI. Covering:

•  How to start building AI with no previous coding experience using Python
•  How to merge AI with Open AI Gym to learn as effectively as possible
•   How to optimize your AI to reach its maximum potential in the real world

 
                   Here is what you will get with this course:
 
1. Complete beginner to expert AI skills 
2. Code templates
3. Intuition Tutorials
4. Real-world solutions
5. In-course support
 
COURSE OUTLINE

•        Fundamentals of Reinforcement Learning
•        Plan of Attack
•        The Bellman Equation
•        Markov Decision Process
•        Policy Vs Plan
•        Q-Learning Visualization       
•        Deep Q-Learning
•        Experience Replay       
•        Action Selection Policies
•        Deep Convolutional Q-Learning
•        A3C
•        The three A's in A3C
•        Actor-Critic
•        Advantage
•        LSTM Layer
•        AI play Breakout
•        What is Deep Learning?
•        The Activation Function
•         How do Neural Networks work?
•         How do Neural Networks learn?
•         Gradient Descent
•         Stochastic Gradient Descent
• ·       Softmax & Cross-Entropy

Updated on 10 April, 2023