IIT Madras
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Diploma in Data Science 
offered by IIT Madras

  • Public/Government Institute
  • Estd. 1959

Diploma in Data Science
 at 
IIT Madras 
Overview

Duration

1 year

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Total fee

62,500

Mode of learning

Online

Difficulty level

Beginner

Official Website

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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
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Diploma in Data Science
 at 
IIT Madras 
Course details

More about this course

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

Lock IconTop Recruiters for IIT Madras
Amazon
American Express
Google
Intel
ITC Ltd.
JP Morgan Chase
Microsoft
Samsung
Schlumberger
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Diploma in Data Science
 at 
IIT Madras 
Admission Process

    Important Dates

    Mar 29, 2024
    (Programming / Data Science) Last date to apply
    Apr 28, 2024
    (Programming / Data Science) Qualifier Exam

    Other courses offered by IIT Madras

    3.15 L
    4 years
    – / –
    55
    17.5 LPA
    30
    16.63 LPA
    42
      – / –
    17 LPA
    View Other 113 CoursesRight Arrow Icon

    Diploma in Data Science
     at 
    IIT Madras 
     
    Frequently Asked Questions

    Q:   How can I get admission in IIT Madras?

    A: 

    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.

    Q:   Can we join IIT Madras without JEE?

    A: 

    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.

    Q:   Can I join a B.Sc course at IIT Madras without giving JEE?

    A: 

    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.   

    Q:   Can I get admission to IIT Madras with a low JEE rank?

    A: 
    Admission to the Indian Institutes of Technology (IITs) is highly competitive and the admission process is based on the candidate's JEE Advanced rank. However, admission to IIT Madras or any other IIT with a low JEE rank is unlikely, as the cutoff for admission is generally very high. That being said, it's important to remember that JEE rank is not the only factor that IITs consider during the admission process. Other factors such as academic performance, extracurricular activities, and achievements in related fields may also be taken into account. Additionally, some IITs offer other admission channels like the Direct Admission of Students Abroad (DASA) scheme, which allows foreign nationals to apply for admission to IITs based on their SAT scores. It's always best to check the official IIT Madras website for the most up-to-date information on their admission process, eligibility criteria, and other requirements.

    Q:   Which courses does IIT Madras have?

    A: 

    IIT Madras offers around 100 undergraduate, postgraduate and doctoral degree courses. The courses include BTech, BTech-MTech (Dual Degree), BS-MS (Dual Degree), Integrated MA, MTech, MBA, MSc, MS by Research and PhD. Additionally, IITM has signed MoUs with foreign universities to offer Joint PhD and JDP programme. The institute is also known for its Quality Improvement Programme (QIP), which is sponsored by the AICTE and is the world’s first online BSc programme. IIT Madras has also started for an 8-week free online course on Data Science.

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    Diploma in Data Science
     at 
    IIT Madras 

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