AI / ML Artificial Intelligence (Machine Learning)
Artificial Intelligence (AI) and Machine Learning (ML) represent transformative technologies that have revolutionized numerous industries in recent years. AI encompasses a broad spectrum of computational methods aimed at mimicking human cognitive functions, such as learning, reasoning, problem-solving, and decision-making.
COURSE DETAIL
- Introduction to Artificial Intelligence (AI)
- History and Evolution of AI
- Types of AI: Narrow vs General AI
- Machine Learning vs Deep Learning vs AI
- Machine Learning Basics
- Types of Machine Learning: Supervised, Unsupervised, Reinforcement Learning
- Data Preprocessing and Feature Engineering
- Supervised Learning Algorithms: Regression, Classification
- Unsupervised Learning Algorithms: Clustering, Dimensionality Reduction
- Neural Networks and Deep Learning
