Becoming a certified AI developer by earning Global Tech Council’s Certified Artificial Intelligence (AI) Developer certification is the key to a gratifying career in the AI sphere.
Introduction to AI
Brief history and evolution of AI
Types of AI Narrow AI, General AI, and Superintelligent AI
AI vs Machine Learning vs Deep Learning
Basics of python
Installing python
Python Data Structures
Control Flow in Python
Functions in Python
Knowledge Representation
Knowledge Representation Techniques
Propositional Logic
First Order Logic
Rule-Based System
Basic Probability Concepts
Markov and Hidden Markov Model
Association rules
Dimensionality reduction
Feature selection and Feature Extraction
What is Machine Learning?
Types of Learning
Clustering
Classification
Decision Tree
Regression
Support Vector Machine
What is Reinforcement learning?
Natural Language Processing
Perception
What is a Neural Network?
Types of Neural Network
Neural Network Components
RapidMiner
Working with RapidMiner
Weka
Working with Weka
Orange
R/RStudio
KNIME
Installing Prerequisites
Clustering using K-means in Python
