Data is the new crude and Data Science is here to make the crude useful. In this workshop learn 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.
Topics Covered
- 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
Takeaways
- 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)