AI for Data Science Certificate

Curriculum
Lectures
  • Lecture 1: Introduction to Data Science and AI
  • Lecture 2: Mathematical Foundations for AI
  • Lecture 3: Data Preprocessing for AI
  • Lecture 4: Supervised Learning Algorithms
  • Lecture 5: Unsupervised Learning Algorithms
  • Lecture 6: Deep Learning
  • Lecture 7: Natural Language Processing (NLP)
  • Lecture 8: Reinforcement Learning
  • Lecture 9: AI for Data Science in Practice
Assignments
  • Assignment 1: Building a Machine Learning Model for Predicting House Prices
Quiz
  • Quiz: AI for Data Science Certificate