Artificial Intelligence (AI)

About Course
Artificial Intelligence is shaping the future of technology. This course covers everything from the fundamentals of AI to advanced machine learning and neural networks. You will explore real-world use cases, work on projects, and apply AI tools for problem-solving. The program focuses on practical knowledge, giving you skills that can be applied in research, industry, or your own AI-driven projects.
What Will You Learn?
- AI fundamentals and advanced concepts
- Machine Learning and Deep Learning methods
- Real-world project implementation
- Problem solving with AI tools
Course Content
Introduction to AI
What is Artificial Intelligence
Applications of AI
AI in everyday life
Core AI Concepts
Search and Optimization in AI
Knowledge Representation
Expert Systems and Decision Making
Machine Learning Fundamentals
Supervised learning
Unsupervised learning
Evaluating ML models
Deep Learning with Neural Networks
Neural networks explained
Backpropagation and training
Building models with TensorFlow/Keras
AI Mini Projects
Image recognition
Chatbot with NLP
Predictive analytics
Advanced AI Tools
Natural Language Processing
Computer Vision
AI in cloud platforms
Capstone and Future of AI
Final AI project
Ethical use of AI
Future AI trends
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