Course Overview
Dive deep into artificial intelligence and machine learning with hands-on projects. Learn Python, data science fundamentals, neural networks, deep learning, and how to build AI-powered applications. This course covers both theory and practical implementation of modern AI techniques used by leading tech companies.
What You'll Learn
Week 1
Python programming, NumPy, Pandas, and data preprocessing
Week 2
Machine learning algorithms, supervised and unsupervised learning
Week 3
Neural networks, deep learning with TensorFlow and PyTorch
Week 4
Computer vision, natural language processing, and transformers
Week 5
Model deployment, MLOps, and production AI systems
Week 6
Capstone project: Build and deploy your own AI application
Prerequisites
Strong mathematical foundation (linear algebra, calculus, statistics)
Programming experience in any language
Your Instructor
Dr. Emily Wang
AI Research Scientist
PhD in Machine Learning. Published researcher with 50+ papers. Built AI systems used by millions.