About The Course


The Certificate Program in Data Science and Machine Learning is designed to get you started on the path of data science and machine learning. Built with iHUB DivyaSampark @IIT Roorkee, this program will teach you the fundamentals and aspects of data science and machine learning while equipping you with the proper knowledge to implement and apply these concepts to real-world problems. Learn data mining and machine learning tools with Python and how to use data-driven insights to positively impact organizational growth in this 5-month program designed by acclaimed IIT faculty members.
This data science program will enable learners to build a strong foundation in data science and specialize in machine learning with Python for data-driven decision-making. Through this program, we aim to develop professionals who can provide meaningful insights from data and help businesses make the right decisions for growth.





Teaching Methodology



DESIGNED BY THE IIT FACULTY FOR EARLY AND MID-LEVEL PROFESSIONALS


The program has been designed by IIT faculty and industry experts. It will enable learners to build a strong foundation in data science and specialize in machine learning with Python for data-driven decision-making. Through this program, we aim to develop professionals who can provide meaningful insights from data and help businesses make the right decisions for growth.


LIVE TRAINING BY IIT FACULTY AND INDUSTRY EXPERTS

The program will be delivered live through online sessions with the top faculty of India. The faculty belong to IIT Roorkee, IIT Delhi, IIT Ropar and other premier institutes. The industry experts have extensive experience working on data science and machine learning projects across multiple organizations.




CAMPUS IMMERSION AT IHUB DIVYASAMPARK @IIT ROORKEE

Participate in 2-day campus immersion at iHUB DivyaSampark @IIT Roorkee (Greater Noida campus) and get an opportunity to connect with the IIT faculty and your peers. Visit the iHUB DivyaSampark startup incubation centre to pitch your startup idea in Healthcare, Industry 4.0 and Sustainable smart cities. Terms and conditions apply.


STARTUP MENTORSHIP AND FUNDING PROGRAM


Under the Digital India support scheme, iHUB DivyaSampark@ IIT Roorkee will provide a platform for enthusiastic startup-minded learners to pitch their startup idea and get funding support. It is an exciting opportunity for enthusiastic learners who want to start their own business and build something they are really proud of.






What Can I Become?








Course Completion Certificate


Participants will be provided a Executive Certificate from iHub DivyaSampark and Department of Science and Technology (GOI), upon completion of all the course modules.

Earn Your Certificate
The Electric Vehicles Program is exhaustive and this certificate is proof that you are closer to your goals.

Differentiate Yourself
The knowledge and skills you have gained working on the case studies will set you ahead of the competition.

Share Your Achievement
Talk about it on Linkedin, Twitter, Facebook - Tell your friends and colleagues about it.


Rewards:





Enroll Now

Helpline: +91-9811979317 (And then press 2)
pm_events.tih@iitr.ac.in






Program Curriculum

  • • Introduction to Python
    • Python Objects & List Comprehension
    • User-defined and Lamda Functions
    • Numpy
    • Pandas
    • Data Frame Manipulation
    • Data Visualisation with Python
    • EDA

  • • Introduction to Statistics
    • Probability Theory
    • Probability Distributions
    • Hypothesis Testing
    • Statistical Tests

  • • Introduction to Machine Learning
    • Linear Regression
    • Optimization
    • Logistic Regression
    • Decision Trees
    • Random Forest
    • PCA
    • K-Means Clustering
    • Time Series
    • Text Analytics
    • Neural Networks

  • • Introduction to SQL
    • Aggregate Functions
    • Date Functions
    • Joins
    • Sub-Queries

  • • Introduction to Tableau
    • Data Connection
    • Tableau Interface and Basic Chart Types
    • Working with Metadata
    • Visual Analytics
    • Mapping
    • Stories and Dashboarding
    • Data Science Case Study

  • • Resume/Profile Building
    • Mock Interviews
    • Capstone Project





Projects you will work on




PROPERTY VALUE PREDICTION
1. Build a predictive model to predict the property valuations.

2. Learn how analytics is used by real-estate companies.

3. Industry: Real-Estate Analytics.


VACCINE PREDICTION
1. Predict if a patient has been given a particular vaccine based on various medical attributes.
2. Learn how analytics is used by healthcare professionals/hospitals.
3. Industry: Healthcare Analytics.


TAXI FARE PREDICTION
1. Predict taxi fares in a busy city using various journey related attributes, just like Uber & Ola.
2. Learn how analytics is used by online transportation companies like Uber & Ola.
3. Industry: Transportation/ Logistics Analytics.


HEART DISEASE PREDICTION
1. Build a predictive model to predict if a person suffers from a heart disease.
2. Learn how analytics is used by healthcare professional/hospitals.
3. Industry: Healthcare Analytics.




Our Experts





Dr. R. Balasubramanian
Professor, Department of Computer Science and Engineering
( IIT Roorkee )
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Dr. Subrahmanyam Murala
Associate Professor, Department of Electrical Engineering
IIT Ropar
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Dr. Santosh Kumar Vipparthi
Assist. Prof., Mehta Family School of Data Science and AI
IIT Guwahati
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Kumar Sundaram

Associate Professor, Department of Electrical Engineering
IIT Ropar



How I will learn?




F.A.Q

  • This program is built for:
    1. Early and mid-level professionals interested in gaining a relevant and cutting-edge perspective on data science and machine learning for better career prospects or meeting organizational goals
    2. Professionals and leaders who aspire to lead data-driven disruptions in businesses across various domains like retail, healthcare, supply chain, etc.
    3. Any tech-savvy individual who wants to learn data science and machine learning

  • The course covers Python programming from scratch so it doesn’t expect programming expertise. However, basic programming knowledge will help you pick up the concepts faster. If you do not have programming exposure at all, you will have to put extra effort into learning programming concepts.

  • You will learn through live online sessions with faculty from IIT and other premier institutes. The industry experts will help you learn practical applications of data science concepts to real-world problems. There will be more than 10 exercises and projects. During the online sessions, you will get an opportunity to discuss with peers from different professional backgrounds and experiences. Your doubts will be resolved in live sessions to help you learn. There will be assessments to help you identify gaps and improve on them.

  • Every live session will be recorded and the recordings will be available for your reference on the learning platform. If you missed a class, you can go through the recorded session and cover the topics. Though, we recommend not missing any class for effective learning.

  • It is recommended that you attend each live training session. However, you need to attend at least 80% of the live sessions to be eligible for certification. What is the admission process?

  • Once you have submitted your interest in the program, our advisor will connect with you and help you understand the program better. The advisor will take your academic and professional details. Your profile will be reviewed and you will receive an admission offer if your profile meets all the criteria.

  • This program helps learners become ready for data-driven decision making roles. The learners can look forward to job roles like data analyst, business analyst, data scientist, team lead, manager, etc. We will help you prepare for such jobs through our career services. It includes resume and LinkedIn profile building and interview preparation sessions. The industry experts will guide you on how to prepare for job interviews and conduct mock interviews.

  • After completing the course, you will get an opportunity to participate in a 2-day campus immersion program at iHUB Divyasampark @IIT Roorkee (Greater Noida campus). It is a great platform to connect with the IIT faculty and your peers. You can also visit the iHUB startup incubation centre to pitch your startup idea in Healthcare, Industry 4.0 and Sustainable smart cities. Terms and conditions apply.

  • You will be able to book your seat by paying the registration fee of INR 10,000. For the rest of the program fee you will get three options:
    1. One-time full payment
    2. EMI loan payment
    3. Imarticus instalment payment
    Check “View Plans” for details on the payment options and structures.