Course Content
Introduction to Artificial Intelligence
0/5
Introduction to AI
History and Evolution of A
Types of AI
Applications of AI in Various Industries
Overview of AI Technologies
Mathematics and Programming for AI
0/4
Mathematical Foundations for AI
Programming Languages for AI
Writing Efficient Code for A
Hands-On Exercises
Machine Learning Fundamentals
0/5
Introduction to Machine Learning
Types of Machine Learning Algorithms
Model Evaluation and Performance Metrics
Overfitting and Underfitting
Hands-On Projects
Deep Learning and Neural Networks
0/6
Introduction to Deep Learning and Neural Networks
Basic Neural Network Architecture
Training Neural Networks
Advanced Neural Networks
Deep Learning Frameworks
Hands-On Projects
Natural Language Processing (NLP)
0/5
Introduction to NLP
Feature Extraction Techniques
Machine Learning for NLP
Deep Learning for NLP
Hands-On Projects
Computer Vision and Image Processing
0/6
Introduction to Computer Vision
Key Computer Vision Technique
Deep Learning for Computer Vision
Generative Models
Applications of Computer Vision
Hands-On Projects
Reinforcement Learning
0/5
Introduction to Reinforcement Learning
Exploration vs. Exploitation
Key RL Algorithms
Practical Applications
Hands-On Projects
Ethical and Responsible AI
0/6
Introduction to AI Ethics
Bias in AI
Transparency and Explainability
Privacy and Security in AI
Regulation and Governance
Hands-On Discussions
AI in Industry Applications
0/5
AI in Healthcare
AI in Finance
AI in Robotics
AI in Marketing
AI in Manufacturing
AI Project and Capstone
AI Career and Future of AI
Professional Program in Artificial Intelligence
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