DATA6000: Machine Learning and AI Applications
Explore cutting-edge machine learning algorithms and artificial intelligence techniques with hands-on applications in real-world scenarios across various domains.
Introduction to Machine Learning
January 10 - January 16, 2025
Welcome to the first week of DATA6000! This week provides an overview of machine learning concepts, paradigms, and applications.
Course Materials
SPAR
January 31 - February 6, 2025
All guides for predictive analysis.
Business Analytics Processes
January 17 - January 23, 2025
This week explores the fundamental processes of business analytics and how they can be applied to extract actionable insights from data in real-world scenarios.
Dataset & Resources
Formulation of business problem
April Fool
Learn to create business problems and questions properly.
Tabluea + Orange Practice
April Fool
Advanced Orange + Tableau.
Peer Consultation
Bonjour
Greenrail exercise.
Presentation Checklist
February 28 - March 6, 2025
Presentation preparation resources.
Python Basics
March 14 - March 20, 2025
Python programming fundamentals for data analysis.
Week 8 Content
March 7 - March 13, 2025
Content for Week 8 will be available soon.
Medical Data Analysis
March 21 - March 27, 2025
Analysis of medical datasets and ATE (Average Treatment Effect).
Pitch Guideline
March 21 - March 27, 2025
Prepare for your pitch and dataset here DATA
Week 12 Content
April 4 - April 10, 2025
Content for Week 12 will be available soon.