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:

1. Articulate the importance of machine learning in management decision making
2. Acquire skills and techniques that can be applied immediately to today's digital economy
3. Write effective machine learning workflows by using Python
4. Know your key performance indicators

Prerequisites

None

References

1. Data Analytics Foundations for Accountancy II taught by Robert J. Brunner
2. Python Data Science Handbook by Jake VanderPlas
3. Andrew Ng (Coursera and Stanford)
4. Machine Learning Pocket Reference by Matt Harrison