Fundamentals of Artificial Intelligence, Machine Learning, Neural Networks & Deep Learning | #genai

Fundamentals of Artificial Intelligence, Machine Learning, Neural Networks & Deep Learning

Artificial Intelligence:
Code Generation
Image Generation
Semantic Network
Rule-based Systems
Autonomous Robotics
Work Flow automation
Heuristic Search
Text Processing

Machine Learning:
Partitioning Methods
Feature Extraction
Deductive reasoning
Classification trees
Instance based learning
Probabilistic classifiers
Kernel Machines
Boosting
Q-learning
Deep Networks

Neural Networks:
Convolutional Neural Networks
Sequential Networks
Kernel Based Networks
Kohonen Networks
Memory Networks
Adversarial Networks
Auto Associators
Single Layer Networks

Deep Learning:
Deep Q-Networks
Probabilistic Generative Models
Self Attention Models
Convolutional Neural Networks
Memory Networks
Pretext Learning