Data Science using Python

This course is for aspiring students who want to enter into the data world as a data scientist. It includes basics and complexities of Python which are needed for a data scientist to apply on a real time project. Having a strong skill on the machine learning modules is mandate for any data scientist and this course will give you a deeper understanding on the same. The different modules included in the course are

• Basics of Python
• Deep dive learning on Python
• Data Manipulation
• Understanding Numpy,Pandas and Matplotlib
• Introduction to Machine learning 
• Supervised learning
• Dimensionality Reduction
• Unsupervised learning
• Association rule mining and recommendation systems
• Reinforcement learning
• Time series analysis
• Model selection and Boosting

There will be demos after every module along with quizzes and assignments. I personally believe when it comes to data science the more models we build the more knowledge we can acquire on a topic .All the class materials and recordings will be shared.