This course is primarily for students & experienced IT professionals seeking formal qualifications in data science, machine learning and big data. This course will prepare you for careers as data scientists, data analysts, and big data engineers.
- Introduction to Python for Data Science
- Algorithms & problem-solving techniques using Python
- Mathematics for Data Science
- Data Exploration using Python
- Data Munging in Python
- Developing Machine Learning applications
- Introduction to cloud engineering
- Architecting Big Data Applications
- Developing streaming applications using Spark
Pedagogy: A case study based approach with real-life public datasets. The course will have 70-80% hands-on content with class work, homework assignments, and a capstone project.
Duration: 5 months Instructor led weekend classes (4 months of coursework + 1 month mentored project)
Start Date: July 15, 2018
Fee: Rs. 2,25,000+ 18% GST
Pre-requisites: This course assumes prior exposure to programming as a part of your work experience or as a college-level programming course. We will cover Python programming from basics so no prior exposure to Python is required or expected.
Laptop: Students need to bring Suitable Linux (8 GB) laptops for Course work.