Large Scale Data Analytics
Driven Systems Design
Every senior software engineer, module lead, team lead, and project manager must have in-depth conceptual knowledge and skill set, to handle future applications that will generate very large volumes of data. Knowledge about data alone is not sufficient; one must know the end-to-end hardware and software stack on which the data resides and moves.
The mantra is – Scale, Speed & Security.
This course will enable them to be fully independent in conceptualizing, designing and implementing internet scale applications of the future.
Prof Kamakoti Veezhinathan
Course Coordinator, IITM Pravartak Technologies
Foundation,
Director,
IIT Madras.
Introduction to Data Science
Introduction to Data Management
Tools and Techniques for Data Visualization and Communication
Introduction to Business Metrics
Introduction to Applied Business Statistics
Python Programming
Systems Design and Architecture
Performance Monitoring and Management
Regression and Classification for Business Applications
Machine Learning
Time Series Modeling
TensorFlow
System and Data Security
Project Management
Project Work - 40 hours - Outside Class hours
Course Brief
3 Months Courses
2 Semester Course
300 hours of
sessions
5 hours training on training
days
Sat and Sun, alternate weekends
Online class (Post Covid19 pandemic, in-person classes at IITM Premises, for those who willing to attend in Chennai)
80% attendance must
Basic level understanding of 1 programming language + 1 database required
2 ungraded assignments, 2 graded assignments and 2 exams
Fee ₹ 1.5 Lacs + GST