Program Description
Introduction: Data science techniques and associated methods in Artificial intelligence and Machine learning have now at the forefront of revolution in various traditional fields. Consequently, increasing number of professionals in the field of scientific computing, software engineering and development, Business are looking to increase their understanding of the fundamental techniques and ideas driving this field. The current program aims to empower professionals to move to the forefront of this revolution.
Objectives:
- Provide a thorough introduction to the various methods in the field of data analytics, Machine Learning & Artificial Intelligence and its mathematical foundations
- Provide contextual understanding using case studies from various business verticals
- Self-study by applications of the various techniques to real life data from various business verticals
Key Highlights
Basic proficiency in Python, R and mySQL
Basic proficiency in Machine Learning frameworks such as Pytorch and TensorFlow
Ability to formulate and program models for computer vision tasks
Ability to formulate and program models for natural language processing (NLP) tasks
Ability to implement business applications such as recommender systems, customer segmentation
Ability to formulate and program predictive models using advanced time series techniques
Developing the ability to understand emerging paradigms in advanced data analytics
Course enrollment data
Learning Format
Online
Duration
10 months
Certified by
CODE & Pravartak-IITM
Program Fee
₹236000 (inclusive of tax)
Downloads
Program Description
Program Brochure
Sample Certificate
Education Qualification
- Qualification: Graduate / 4-year Engineering Degree / B.Sc+M.Sc from a recognized university (UGC/AICTE/DEC/AIU/State Government/recognized international universities)
- Minimum Experience : 3 years preferably in software engineering and /or other disciplines involved in computational work
- Industry Targeting (Preference): IT,Software, Engineering Research business analytics, Finance etc
Teaching Hours
120 hrs
Lead Faculty
Prof. Ganapathy Krishnamurthi is faculty in the Department of Engineering Design and associate faculty at the Robert Bosch Center for Data Science and Artificial Intelligence at IIT Madras. Prof. Balaji Srinivasan is faculty in the Department of Mechanical Engineering and an associate faculty at the Robert Bosch Center for Data Science and Artificial Intelligence at IIT Madras, pursuing research in the areas of fundamental Machine Learning and Deep Learning with focus on applications to science and engineering disciplines.
Course Offered By
