Data is the new crude and Data Science is here to make the crude useful. In this workshop learn the fundamentals of Data Science & Machine Learning, different types of Machine Learning algorithms and also get introduced to different tools available in Python to get started with your own projects.
The workshop is designed to make participants hands-on with required programming, statistics, and business skills to start working on there own Data Science and Machine Learning projects.
Overview of a Data Science Project flow
Statistics for Data Science
Business with Data
Bash for Data Science
What is Machine Learning?
Types of Machine Learning
Machine Learning methodology
Hands-on with NoSQL
Introduction to Python Data Science tools
Data handling with Pandas
Introduction to Numpy
Introduction to Scikit Learn
Python for Machine Learning
Practical sessions with mini-projects
Get exposed to the world of Data Science and Machine Learning
Start working on your own Data Science & ML Projects
Earn an open badge (Open badges are similar to digital certificates)