Learning ML and AI
Work in progress.
Repo Description
Welcome to learning machine learning. This is a comprehensive guide for an inspiring manager or MBA student to learn about machine learning use cases and business application. It is a work in progress and reflects my personal journey in learning about ML.
Objectives
The following are the primary learning objectives:
- Articulate the importance of machine learning in management decision making
- Acquire skills and techniques that can be applied immediately to today's digital economy
- Write effective machine learning workflows by using Python
- Know your key performance indicators
Prerequisites
None
References
- Data Analytics Foundations for Accountancy II taught by Robert J. Brunner
- Python Data Science Handbook by Jake VanderPlas
- Andrew Ng (Coursera and Stanford)
- Machine Learning Pocket Reference by Matt Harrison