Artificial Intelligence
A comprehensive 4-week intensive program designed to provide students with a deep understanding of Artificial Intelligence, from foundational concepts to advanced AI applications and ethical considerations.
Duration: 4 weeks intensive programLevel: Beginner to Advanced
What You’ll Learn
Comprehensive AI fundamentals and theory
Machine learning algorithms and applications
Deep learning and neural networks
Natural language processing techniques
Computer vision and image recognition
Hands-on projects with real-world datasets
Course Curriculum
Module 1: Week 1: Introduction to AI
- Overview of Artificial Intelligence
- History and Evolution of AI
- AI Applications in Various Industries
- Ethical and Societal Implications of AI
Module 2: Week 2: Machine Learning Basics
- Supervised and Unsupervised Learning
- Regression and Classification Algorithms
- Model Training and Evaluation
- Feature Engineering
Module 3: Week 3: Deep Learning
- Neural Networks Fundamentals
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Transfer Learning and Pre-trained Models
Module 4: Week 4: Advanced AI Topics
- Natural Language Processing
- Computer Vision
- Reinforcement Learning Basics
- AI Project Implementation