Diploma in Data Science offered by IIT Madras
- Public/Government Institute
- Estd. 1959
Diploma in Data Science at IIT Madras Overview
Duration | 1 year |
Total fee | ₹62,500 |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Go to Website  |
Course Level | UG Diploma |
Diploma in Data Science at IIT Madras Highlights
- Earn a diploma after completion of the course
- Learn from industry best faculty
- Projects for real world scenarios
Diploma in Data Science at IIT Madras Course details
The Diploma in Data Science exposes the learner to the holistic approach of gathering, analysing, and interpreting data for a variety of problems
The courses on Business Data lays down the context and the need for the data, while the Machine Learning courses equip the learner to use and analyse this data towards impactful conclusions
Diploma in Data Science at IIT Madras Curriculum
Machine Learning Foundations
Introduction to machine learning
Calculus
Linear Algebra - Least Squares Regression
Linear Algebra - Eigenvalues and eigenvectors
Business Data Management
Consumption and demand: Micro & Macro economics: the role of data, production, consumption and exchange, consumption baskets, sources of consumer survey data
Micro-economic concepts: Utility: cardinal vs ordinal, indifference curves. Demand and supply curves, changes in demand and elasticity. production cost, cost curves. Make vs buy decisions, production quantity decisions
Firm level strategies and performance data: Objectives and types of pricing strategies, analysis of firm performance - key ratios. Analysis examples: Ultratech, Page Industries, Nestle, TCS
Machine Learning Techniques
Introduction; Unsupervised Learning - Representation learning - PCA
Unsupervised Learning - Representation learning - Kernel PCA
Unsupervised Learning - Clustering - K-means/Kernel K-means
Machine Learning Practice
End-to-end machine learning project on scikit-learn
Graph Theory(VOL 3)
Regression on scikit-learn - Linear regression Gradient descent - batch and stochastic
Polynomial regression, Regularized models
Business Analytics
Data dashboarding Insights from data summary
Can summarizing the data provide insights
Do people in different cities prefer different brand
Tools in Data Science
Everyday tools
Data sourcing
Data preparation
Data analysis
Diploma in Data Science at IIT Madras Placements
Top Recruiters for IIT MadrasDiploma in Data Science at IIT Madras Admission Process
Important Dates
Other courses offered by IIT Madras
Diploma in Data Science at IIT Madras Frequently Asked Questions
Q: How can I get admission in IIT Madras?
To seek admission to the BTech programme offered at IIT Madras, candidates need to visit the official website of the National Testing Agency (NTA) and fill out the application form in online mode for JEE Main. For other courses such as MSc, MTech, BS-MS (Dual Degree) etc., candidates must visit the official website of respective national-level entrance exam conducting bodies and fill out the application form in online mode. IIT Madras admission to most of the courses is entrance-based. For detailed information around IIT Madras course admission, click here.
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Q: Can I join a B.Sc course at IIT Madras without giving JEE?
IIT Madras BSc admission is entrance-based as the institute primarily accepts the rank and scores of the JEE Main examination for admission to its full-time BSc programme. However, if candidates wish to apply for the integrated BS plus MS programme, then they can apply for admission through the scores of the IISER Aptitude Test. Therefore, you can join the BSc course at IIT Madras without giving the JEE.
Upvote Q: Can we join IIT Madras without JEE?
Yes, there are many other courses for which the selection criteria are different and the prescribed entrance exam is also other than JEE-Main and JEE-Advanced. Below are some of the courses offered at IIT Madras along with their eligibility criteria and entrance exam:
- MTech: IIT Madras offers a two-year full-time M.Tech programme across various specialisations. The institute inducts candidates for the M.Tech programmes based on valid GATE scores followed by the counselling process.
- MBA: For admission to the full-time two year MBA programme at IIT Madras, candidates are required to appear for the CAT exam. Candidates based on their CAT scores will be shortlisted for the Group Discussion & Personal Interview (PI) round.
- MSc: IIT Madras accepts admission to the MSc programme based on a valid score/ rank in the IIT-JAM exam.
Upvote Q: Is IIT JAM difficult?
Experts share that the IIT JAM exam is difficult to clear. This is not because the difficulty level of the questions asked is very high but because the selection ratio through the IIT JAM exam is low. However, this does not mean that the questions asked in the exam are very easy.
Upvote Q: How can I join IIT Madras for MSc?
For IIT Madras MSc admission, candidates need to apply online via IIT JAM. After successful registration, candidates are then required to appear for the entrance exam. Selected candidates are then called for the counselling round as a final selection round. IIT JAM registration window for IIT Madras MSc admission 2023 is now closed. IIT JAM exam 2023 is scheduled for February 12. IIT Guwahati, the exam conducting authority will release the admit card on January 10.
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Diploma in Data Science at IIT Madras Contact Information
Indian Institute of Technology, Madras
Chennai ( Tamil Nadu)
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