Top 10 Data Science Colleges in India
Are you looking to pursue a career in Data Science? And are you looking for a top Data Science College to get your admission? I am here to help you with this list of India's top 10 Data Science colleges.
Data Science is one of the most sought-after and popular emerging career options in today's world. According to statistical reports, Data Science leads emerging job rankings with about 37% hiring growth over the last three years.
Data Science has a vast spectrum and has become very important in almost every industry. It is growing each day rapidly. But, what makes Data Science such a desirable career option?
Data does not have any meaning unless properly converted and made into essential and valuable information.
Data Science mainly works with large sets of data - having both structured and unstructured data and finding hidden patterns in that data to deduce reasonable/valuable insights.
Data Science has become so important because of its numerous applications that range from daily activities to more complex uses. For example, we use Data Science to ask Siri or Alexa to do stuff for users and in a wide-scale, more complex process like self-driving cars.
The interdisciplinary field of Data Science includes Computer Science, Machine Learning algorithms, Statistics, Inference, Predictive Analysis, and other new technologies.
The Life cycle of Data Science
The life cycle of Data Science is made up of five distinct stages viz :
- Capture: This stage of Data Science consists of acquiring raw structured and unstructured data. This contains:
- Data Acquisition
- Signal Reception
- Data Entry
- Data Extraction.
- Maintain: This stage of Data Science takes the acquired raw data and arranges it in a form to be utilized properly. This contains:
- Data Warehousing
- Data Staging
- Data Processing
- Data Cleansing
- Data Architecture.
- Process: In this step, Data scientists take the prepared data and examine it to find relevant ranges, patterns, and biases to figure out how to use it in predictive analysis. This contains:
- Data Mining
- Data Modeling
- Data Summarization
- Clustering/Classification.
- Analyze: This is the main stage of the Data Science lifecycle. In this stage, various analyses are performed on the data. This contains:
- Exploratory/Confirmatory
- Regression
- Predictive Analysis
- Qualitative Analysis
- Text Mining.
- Communicate: This is the last and final Data Science life cycle stage. Here, analysts make and present the analyses in readable forms such as graphs, charts, and reports so that those can be later used to deduce conclusions. This contains:
- Business Intelligence
- Data Visualization
- Decision Making
- Data Reporting.
Top 10 Data Science Colleges in India
With the rise in use and popularity of Data Science, you choose it as your profession gives you a bright future ahead. Various Indian colleges and universities have already started to offer courses in Data Science due to its popular demand. Below I have listed the top 10 Data Science colleges in India to pursue a great Data Science career.
1. Indian Institute of Information Technology and Management – Kerala (IITM-K) (M.Sc. Computer Science with Specialization in Data Analytics course)
Duration of course:
- full-time course: 2 years (4 semesters), or
- part-time course : 3 years.
This course is structured to reach a technical point of view that will let students understand and become Data Science professionals. It contains 11 courses, 4 elective courses, 5 lab courses and 2 small projects—the final semester for this course lest students do a project or internship of 18 credits.
In addition, students should undergo an industry-based or research-based project in any leading IT firm or R&D institute. You need a total of 72 credits in this whale program.
2. Indian Institute of Science, Bangalore(M.Tech. Computational and Data Science course)
Course Duration: 2 years (4 semesters).
It is an M.Tech. Computational and Data Science course at Indian Institute of Science in Bangalore. It is a very unique and one of its kind interdisciplinary program that offers students both computational and Data Science attributes to help them understand and solve various practical day-to-day life problems.
In these 2 years, students are taught all basics of Data Science and data analysis and are also made to work on small practical projects to help them get a better understanding of what they are pursuing.
3. IIT Madras - Indian Institute of Technology - [IITM], Chennai
Duration of course: 3 years.
IIT Madras provides learners an online program in Data Science and data analysis. The minimum eligibility criteria to apply for the course is 10+2 from any recognized board. Applications for admission are usually during September. All the applicants have to go through the qualifier process. They have access to 4 weeks worth of content for the four introductory courses, viz - English I, Statistics for Data Science I, Mathematics for Data Science I, and Computational Thinking.
4. Loyola Academy Degree and PG College
Duration of course: 3 years.
The Department of Data Science and Data Analytics Engineering trains and shapes its students to learn industry-needed analytical skills. This course is an aggregation of various aspects of Statistics and Computer Science.
In recent years, Data Science has genuinely shaped our lives completely. Data Science deals with large-scale and small-scale issues, starting from climate change to the tiniest local issues. The course teaches students aspects of Data Science in Python, R Programming and Big Data using Hadoop. It plays a vital role in shaping them into future data scientists.
5. Manipal Academy Of Higher Education - [MAHE] (M.Sc in Data Science)
Duration of course: 2 years (4 semesters).
The course is designed in such a way as to help students understand Data Science broadly and deeply by indulging in the decision sciences along with an all-rounded training in data-centric research.
It also teaches students to have the competency to work in multiple programming environments like SAS, R, Hadoop, STATA, SPSS, Spark, Python, and SQL. Graduates with BE / B.Tech / BCA / B.Sc. in statistics, mathematics and computer science (having a minimum 60% of marks) from any UGC Recognized college/university are eligible for this MSc. (Data Science) program.
6. Kalasalingam Academy of Research and Education, Krishnankovil (M.Sc. in Data Science)
Course Duration: 2 years (4 semesters).
This Data Science course is a 2-year program. It offers an excellent opportunity to know and indulge in Data Science. The course starts from the basics and goes to advanced methods. It deals with Data Science and its applications to help them care for emerging problems.
The syllabus covers the basics of Mathematics, Computer programming, Statistics, and Business Analytics. And other vital topics like Neural Networks, Big Data Analytics, Machine Learning, AI, Data Visualization, and Data Modeling aid in every sector like business, healthcare, IT and more.
This course opens up chances for placements in various sectors like MNCs, Colleges, Research Laboratories, Universities, Government Offices and so on.
7. George Group of Colleges, Kolkata (M.Sc. in Data Science and analytics)
Course Duration: 2 years (4 semesters).
This course is designed to teach students subjects such as Statistical Methods, Operating System, Object-Oriented Programming, Fundamentals of Analytics, Modeling Techniques, Database Management System, Modern Computing Scenario, Data Communication, and Networking.
Along with that, you'll also get to learn about the Time Series Analysis and Forecasting, Data Mining, Big Data Technology, OS Lab using Linux/Unix, Design and Analysis of Algorithm, Object-Oriented Analysis and Design, Machine Learning, Cloud Computing and much more. These topics overall make up the idea of Data Science and analytics.
8. Navrachana University, Vadodara (B.Sc. in Data Science)
Course Duration: 3 years.
This course is designed to equip students with all the essential Data Science skills needed to solve multiple complex issues in today's world. It will allow you to know all the core Data Science subjects and topics.
The curriculum consists of both basic and advanced specialized courses consisting of statistics, Machine Learning, and predictive analytics using R, Python, Data Visualization, Data Mining, Database Management systems and much more.
In addition, the course needs a basic understanding of communication skills, mathematics, and entrepreneurship.
9. Dhirubhai Ambani Institute of Information and Communication Technology, Gandhi Nagar (M.Sc. in Data Science)
Course Duration: 2 years (4 semesters).
This program aims at developing and deploying skilled professionals in the ever-expanding field of data analytics. The course curriculum is based on an Intersection of Mathematics, Statistics, Big-Data, Programming, Artificial Intelligence and Machine Learning.
It also covers quantitative data analysis, prediction, data storage, OOPs, data mining, data modeling and management, data visualization, big multimedia data, big data processing, programming and communication skills.
It is a SAS-based course, and students are involved in a massive number of practical case studies to help the learner grasp what they need to do as professionals.
10. NIMAS, Kolkata (B.Sc. in Data Science)
Duration of course: 3 years.
This undergraduate program in Data Science is a UGC-approved course under Maulana Abul Kalam Azad University of Technology (MAKAUT). The program is designed to prepare students to conduct data-driven investigations and do advanced analytics through the process of acquiring, managing and dissecting data of all types - be it structured or unstructured. After the completion of this course, students will develop a data-driven mindset.
They will know all the techniques for analysis of both qualitative and quantitative data to deduce solutions for existing real-world problems. They will see patterns, analyze data and predict trends in various sectors like IT, banking and finance, manufacturing, retail, and healthcare.
Frequently asked questions
What is the basic definition of Data Science?
Data Science is a sub-subject of Artificial Intelligence that deals with structured and unstructured data, qualitative and quantitative. It includes data methods, data analysis, programming, and statistics to get logical insights and meaning from data, be it in reports, graphs or charts.
What does a Data Scientist do?
In simple words, a data scientist's job is to analyze data and deduce logical and readable patterns and insights from it and represent them in a readable manner. First, data scientists analyze data to see patterns and trends. Then that data is interpreted to give solutions to real-life problems.
Can I learn Data Science on my own?
Data Science is a complex and broad field. One should not try to learn it without any structured program. It is highly recommended to enroll in any proper course to get the knowledge correctly. It involves a mixture of mathematics, programming and communication skills. Thus a well-planned program is essential to merge all of these properly to give the knowledge to the students.
Conclusion
Data Science has become a trendy and in-demand carrier option and is expected to grow even more in the future.
However, learning Data Science is not just about being a data scientist. It is simply the art of knowing to work with vast amounts of data. But as an emerging profession and the talk of these days, multiple colleges and universities in India have started putting dedicated courses in Data Science.
This article has listed the Top 10 Data Science Colleges in India that you may consider if you are seeking admission in any Data Science course. I hope that this article will be of use to you.
