AI Artificial Intelligence

AI

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 OpenAI 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

Candidates who want to acquire expertise in Artificial Intelligence should get enrolled themselves