Last updated on March 28th, 2024 at 10:24 am
How Learning Data Science from an IIT is Different
An IIT is a premier institute of technology in India that offers a world-class education in engineering and other technical disciplines. IITs are known for their rigorous academic programs, which prepare students for successful careers in industry and academia.
Harvard Business Review ranked the data scientist position as the sexiest job of the 21st century. With companies like Amazon, Google, Facebook, and Uber investing heavily in data science (and their employees), it is currently in very high demand.
What are the exclusive features of learning from an IIT?
The statement is quite justifiable if we look at the points below.
SPECIALLY DESIGNED FOR PROFESSIONALS
The course has been curated by IIT faculty and Data Science and Machine Learning Professionals. It will help students build a solid data science foundation and master machine learning with Python for data-driven decision-making.
Through this course, we strive to generate experts who can furnish meaningful insights from data and help companies make the correct decisions for development.
LIVE TRAINING
The course will be offered live via online sessions with the best faculty in India. The trainers belong to IIT Roorkee, IIT Ropar, IIT Guwahati, and other supreme academies. The industry experts have ample knowledge of data science and machine learning projects.
CAMPUS IMMERSION
You can visit the campus of iHUB DivyaSampark @IIT Roorkee for two days and get a chance to unite with the IIT faculty and your coursemates. You can also visit the iHUB DivyaSampark startup incubation center and pitch your startup idea in Industry 4.0, Web3.0, Healthcare, and Sustainable Development.
STARTUP FUNDING SUPPORT
Through the Digital India scheme, iHUB DivyaSampark@ IIT Roorkee will deliver a forum for energetic startup-minded students to pitch their startup idea and get allowance support. It is an exciting opportunity for enthusiastic students who want to construct something they are proud of.
PROGRAM DELIVERED BY DR BALASUBRAMANIAN
This course will be handled by Dr. Balasubramanian Raman, designated as the chief data science and ML faculty.
CERTIFICATION BY IIT ROORKEE AND IMARTICUS
The course certificate will be allocated jointly by iHUB DivyaSampark @ IIT Roorkee, DST, and Imarticus Learning. This certificate shall be nationally-recognized, enhancing the students’ resumes and helping them stand out.
What does a perfect curriculum look like while studying at an IIT?
The curriculum of an IIT is highly advanced and updated according to market standards. What shall you learn? Let us see.
Learn Python: Data Science by Example
One of the best paths to learning data science is by example, precisely what you'll find in this course. The certificate program in Data Science and Machine Learning from IIT is designed to give you a strong foundation in the basics of Python programming. It will teach you:
how to read data sets
how to organize your code with functions and loops
how to visualize your findings with plots and graphs
how to extract critical insights using advanced statistical techniques such as linear regression
how machine learning algorithms work on raw data sets and more.
Understand Basic Statistics for Science
The program is crafted to give you a strong foundation in statistics helping you understand and apply machine learning algorithms. You will learn to handle big data sets and visualize them effectively.
Predict values employing linear regression
Work with mean, frequency distribution, conditional probability, serial correlation, covariance, multicollinearity, etc
Analyze data utilizing Sampling Distribution, F-distribution, T-distribution, Chi-Square distribution, etc.
Machine Learning with Python
Through this program, you'll gain the necessary skills and knowledge you need to succeed in this exciting field.
Introduction to Machine Learning
Linear Regression
Optimization
Logistic Regression
Decision Trees
Random Forest
PCA
K-Means Clustering
Time Series
Text Analytics
Neural Networks
Conclusion
The Indian Institutes of Technology (IITs) are world-renowned for their rigorous academic programs, unlike what students would find at a traditional college or university. And data science is no exception. Learning from an IIT is a great way to get started if you want to become a data scientist. We have already mentioned what you can expect from our data science program. So let's not hurry to set your career on fire to be one of the best Data Science and Machine Learning Professionals.
We recommend you check out our Certificate Program in Data Science and Machine Learning if you want to learn data science. The program is designed to teach students the fundamentals and various aspects of data science and machine learning while equipping them with the proper knowledge to implement and apply these concepts to real-world problems.
Contact us through chat support, or drive to our training centers in Mumbai, Thane, Pune, Chennai, Bengaluru, Delhi, Gurgaon, or Ahmedabad.
