1. Data Science & Machine Learning using Python – A Bootcamp!
Motivation / Overview of the field:
Data Scientist is in-demand and most satisfying career, where you will solve the most interesting problems and challenges in the world. This is one of the most comprehensive course, which uses the power of Python to learn exploratory data analysis and machine learning algorithms. You will learn the skills to dive deep into the data and present solid conclusions for decision making. Along with theory lectures, the course includes detailed code notebooks for every lecture and practice exercises on real data for each topic you cover. The goal is “Learn by Doing“!
Key libraries and topics included in this bootcamp:
- Basis Python programming for Data Science
- Plotly and Cufflinks
- Interactive & Geographical plotting
- Liner Regression
- Logistic Regression
- K Nearest Neighbour
- Decision Trees
- Random Forest
- K Mean Clustering
- Principle Component Analysis (PCA)
- Support Vector Machine
- Recommender Systems
- Natural Language Processing (NLP)
- and MUCH MORE……….!