Data Science Courses: Data Science is a branch of study concerned with the gathering, analyzing, and processing of different types of data or information in order to derive solutions. It is concerned with the interpretation of a large amount of organized and unstructured data using specialized expertise in order to obtain essential insights. These actions can only be carried out by specialists with specialized understanding in the field of Data Science.
Data science is a term that encompasses a variety of scientific disciplines such as mathematics, calculus, graphs, charts, algorithms, computer programmes, and much more. It’s a branch of science that necessitates an understanding of business or commerce-related areas.
Specialists can use data science to extract very critical elements of information, insights, and other answers from large amounts of raw data that would have been impossible to find otherwise. Professionals with expert understanding in this subject are needed by huge enterprises all over the world to give significant insights, decisions, or solutions from their big bulk data.
In the year 2022, one of the most attractive jobs will be data science. According to payscale studies, a data science newcomer gets INR 5.6 lakhs per year, and within 5-9 years, data scientists may expect to earn INR 14 lakhs per year. After graduation, you could work as a statistician, data analyst, machine learning engineer, or data engineer.
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Data Science Course Eligibility
- Data science programs are taken by individuals with backgrounds in engineering, economics, statistics, mathematics, and computer science. Data science courses are also open to students with non-traditional backgrounds, such as banking or management.
- Class 12 (for bachelors in data science) with 50 percent cumulative scores and understanding of basic mathematics and statistics concepts are the basic data science curriculum qualifying criteria (Probability, Calculus, Algebra).
- When implementing for a master’s degree in data science, candidates must have a minimum of 50% in their undergraduate degree (engineering/maths/science/commerce/economics/finance) and have a basic understanding of programming languages such as Python, C, C++, Java, or R, which have significant application in data science.
- Students of data science should be able to write a basic SQL query and understand machine learning and its techniques in order to be ideal candidates for data science jobs.
What does a Data Science Course entail?
The goal of the data science course is to teach students how to utilize data science tools, algorithms, and machine learning concepts to extract usable information from unorganized data. Programs in data science are comparable to those in statistics or machine learning. Statistics programmes only look at the past of data, but data science courses and machine learning techniques can help you forecast future patterns (profit, loss, or other insights).
- Graduates will learn how to create a system that can forecast the outcomes of a specific activity in the future as part of the data science curriculum. Predict regular payments depending on a customer’s prior payment patterns, for example.
- It can create data models that can make judgments on their own and then adjust those decisions using dynamic parameters.
- It can also construct fraud prevention models based on fraudulent purchase data in the past.
- It may also create models that can anticipate events in the future without any previous inputs or data by employing a clustering technique.
The Most Effective Data Science Curriculum
A student can get a variety of degrees in a data science programme that includes BSc Data Science, BCA Data Science, BTech with data science specialization, or a master’s degree in data science, specializing in MSc in Data Science, MBA Data Science, and Analytics, MTech Data Science, and MCA Data Science. They can also pursue a diploma in data science depending on their interests.
Below given details of the various courses that a student can pursue:
Diploma in Data Science
The most widely used data science curriculum is the Diploma in Data Science Courses, which is accessible at PG Diploma levels and aims to guide the fundamentals of data science courses in a short period of 6-12 months and helps prepare students to find jobs straight after class 10th or 12th without wasting more time on full-time data science courses. A Bachelor’s degree in Science, Engineering, or Business Administration/Commerce/Mathematics/Computer Applications or a Master’s degree in Mathematics/Statistics/Commerce with 50% or equivalent passing marks is required.
|Course Name||College||Average Fees|
|PG Program in Data Science||Praxis Business School, Kolkata||INR 5.95 lakh|
|Post Graduate Diploma in Data Science||IIIT Bangalore & UpGrad||INR 2.25 lakh|
|Symbiosis Centre for Distance Learning, Pune||INR 1,200|
|MUIT Noida||INR 50,000|
|Gujarat Technological University||INR 12,500|
|MAHE Manipal and Jigsaw Academy||INR 4,95,000|
|PG Diploma in Data Science and AI||IIIT Delhi||INR 2.5 lakhs|
|PG Diploma in Data Science And Analytics||NIELIT Chennai||INR 21,000|
Bachelors in Data Science
Bachelors in data science are three to four years of academic data science subjects in the domains of engineering and sciences. Machine learning and artificial intelligence are also available. Admissions to BTech programmes is determined only by the Engineering Entrance Examinations, whereas admission to BCA data science programmes is determined solely by the excellence of the class 12th grades. Graduation of class 12th with a minimum of 50% qualifying examination is required to sit for the entrance tests. Some prestigious universities, such as the IITs, require 60 percent.
The best data science institutions providing bachelor’s degrees in data science are included in the table below, along with the data science course fees paid.
|Bachelors in Data Science||Data Science Colleges||Data Science Course Fee|
|BSc Data Science||Navrachana University||INR 3 lakhs|
|SRIHER Chennai||INR 2.25 lakhs|
|NIMAS Kolkata||INR 1.33 lakhs|
|KR Mangalam University, Gurgaon||INR 3.09 lakhs|
|MRIIRS Faridabad||INR 3.78 lakhs|
|BCA Data Science||Poornima University||INR 3.19 lakhs|
|Vivekananda Global University||INR 3.22 lakhs|
|VELS Chennai||INR 3.08 lakhs|
|BS Abdur Rahman Institute of Science and Technology||INR 2.55 lakhs|
|KL University||INR 1.2 lakhs|
|Bachelor of Data Science||SP Jain School of Global Management, Mumbai||INR 40 lakh|
Masters in Data Science
A master’s degree in data science focuses on specialties and can be continued after completing a bachelor’s degree in the field. Data Science is a prominent masters in data science programmes. One of the top master’s in data science degrees is the MBA in Data Science and Analytics, which is given by two of the best data science institutions in the world: SCIT Pune and KJ Somaiya in Mumbai.
Information regarding masters in data science may be found in the table below, as well as information on data science courses at IIT:
|Masters in Data Science||Data Science Colleges||Data Science Course Fee|
|MSc Data Science||VIT Vellore||INR 1,62,000|
|Christ University, Bangalore||INR 1,80,000|
|Annamalai University||INR 74,000|
|Manipal University||INR 3,00,000|
|Fergusson College, Pune||INR 1,20,000|
|Loyola College, Chennai||INR 1,71,000|
|MKRV College for Women, Bengaluru||INR 1,40,000|
|Sastra University, Thanjavur||INR 1,40,000|
|Chandigarh University||INR 1,20,000|
|GITAM, Visakhapatnam||INR 2,00,000|
|MSc in Data Science and Analytics||Jain University, Bengaluru||INR 2,06,000|
|MBA in Data Science and Analytics||SCIT Pune||INR 13.65 lakhs|
|KJ Somaiya Institute of Management, Mumbai||INR 7.82 lakhs (1st year)|
|MTech Data Science||BITS Pilani||INR 60,000 (per semester)|
|IIT Hyderabad||INR 9 lakhs|
|IIT Guwahati||INR 30,800|
|Amrita Vishwa Vidyapeetham||—|
|Sharda University, Greater Noida||INR 97,850 (1st-year fee)|
|IPU New Delhi||INR 1,20,000|
|MCA Data Science||Hindustan University, Chennai||INR 2.5 lakh|
|LNCT University, Bhopal||—|
IIT Data Science Course
From the upcoming year 2022, several IITs and IIMs are adding new data science subjects to their curricula. Aside from that, all of these universities are known for offering short-term free data science subjects designed specifically for working people, recent grads, and students with science or design backgrounds. IIT data science certificates and data science courses are listed in the table below.
|IIT Indore: 2 years MSc in Data Science and Management||Working or fresh graduates can apply|
|IIT Guwahati: Bachelor’s program in Data Science and Artificial Intelligence||The selection will be on the basis of JEE Advanced 2021 counseling|
|IIT Delhi: MTech in Machine Intelligence and Data Science||Graduation in science or designing field|
|IIT Patna: 4 year BTech in Artificial Intelligence and Data Science||The selection will be on the basis of JEE Advanced 2021|
|IIT Ropar: Free Course in Artificial Intelligence and Data Science||Class 12 students with basic knowledge of mathematics|
|IIT Madras: BSc in Programming and Data Science, Diploma in Data Science||Graduates or working professionals can apply|
Data Science Courses After Graduation
|Post Graduate Program in Data Science||Purdue University (Simplilearn)||INR 2,25,000 + GST|
|Advanced Program in Data Science||IIM Calcutta||INR 4,40,000 + GST|
|Post Graduate Program in Data Science||Praxis Business School||INR 5,10,000 + GST|
|Post Graduate Program in Data Analytics||Imarticus||INR 2,10,000 + GST|
|Post Graduate Program in Data Science and Business Analytics||Great Learning||INR 2,25,000 + GST|
|Post Graduate Diploma in Data Science||Upgrad||INR 2,85,000 + GST|
|Post Graduate Certification in Data Science||Edureka||INR 2,85,000 + GST|
|Post Graduate Diploma in Data Science||Jigsaw Academy||INR 4,95,000 + GST|
Data Science Courses Online
Udemy, IBM, edX, Simplilearn, and upGrad are the top platforms for data science courses. Some of them are also well-known since they provide data science services.
Top Data Science Courses: Udemy
|Course Name||Rating||Course Fee|
|Data Science and Machine Learning Bootcamp with R||4.7||INR 3,499|
|Python for Data Science and Machine Learning Bootcamp||4.7||INR 3,499|
|Machine Learning A-Z™: Hands-On Python & R In Data Science||4.6||INR 3,499|
|The Data Science Course 2021: Complete Data Science Bootcamp||4.6||INR 3,499|
|R Programming A-Z™: R For Data Science With Real Exercises!||4.6||INR 3,499|
|Statistics for Data Science and Business Analysis||4.6||INR 3,499|
|Data Science A-Z™: Real-Life Data Science||4.6||INR 3,499|
|Python A-Z™: Python For Data Science With Real Exercises!||4.6||INR 3,499|
|Complete Machine Learning & Data Science Bootcamp 2022||4.6||INR 3,499|
The following are among the topics covered to students pursuing studies in this field:
- Linear Algebra and Matrix Analysis
- Distributed Algorithms and Optimisation
- Probability and Probability Distributions
- Stochastic Processes & Bayesian Methods
- Non-Parametric and Categorical Data Analysis
- Simulation and Monte Carlo Techniques
- Programming with R and Python
- Statistical Inference
- Linear Regression Models
- Programming with Hadoop and Spark
- Multivariate Methods for Machine Learning
- Deep Learning and Text Mining
- Longitudinal Data Modelling
- Time Series and Forecasting
- Social Network Analysis
- Design and Analysis of Experiments
- Data Management and Data Warehousing
- Applied Data Analytics
- Programming for Analytics
Best Data Science Colleges
The following table lists the best data science institutions according to the NIRF Ranking .
|College Name||NIRF Ranking 2021|
|Loyola College, Chennai||3|
|Manipal Academy of Higher Education, Manipal||15|
|Madras Christian College, Chennai||18|
|Vellore Institute of Technology University, Vellore||21|
|SASTRA University, Thanjavur||22|
|Indian Institute of Science Education and Research, Bhopal||50|
|Gujarat University, Ahmedabad||62|
|Cochin University of Science and Technology, Kochi||65|
|Symbiosis International University, Pune||68|
|Sri Ramachandra Institute of Higher Education and Research, Chennai||79|
|PSG College of Technology, Coimbatore||86|
|Narsee Monjee Institute of Management Studies, Mumbai||94|
|Fergusson College, Pune||96|
|Jain University, Bangalore||99|
Career Scope in Data Science
Students with a data science degree can engage as data scientists, data analysts, machine learning scientists, statisticians, and other positions that pay up to INR 10 lakh per year. After completing data science classes, consider the following employment options:
|Job Profile||Average Annual Salary|
|Data Scientist||INR 7- 8 lakhs|
|Application Architect||INR 4 – 6 lakhs|
|Business Intelligence Developer||INR 4.5 – 6.5 lakhs|
|Machine Learning Engineer||INR 5 – 11 lakhs|
|Data Architect||INR 7 – 10 lakhs|
|Clinical Data Scientist||INR 3 – 6 lakhs|
|Machine Learning Scientists||INR 6 lakhs|
|Statistician||INR 5.34 lakhs|
|Actuarial Scientist||INR 10 lakhs|
|Mathematician||INR 9 lakhs|
|Data Engineer||INR 8 lakhs|
|Software Developer Analyst||INR 5.75 lakhs|
Data Science Hiring Companies
The following are the top data science firms in the globe, as well as the average pay they pay their data scientists, according to Glassdoor reports:
|Data Science Company||Data Scientist Salary (Annually)|
|Mercedes Benz Research and Development||INR 12,99,901|
|JP Morgan||INR 19,35,226|
|Boston Consulting Group||INR 22,80,152|
|Airtel X Labs||INR 21,00,000 – 27,00,000|
FAQ’s for Data Science
The following are some of the most popular Data Science employment roles:
Working hours may fluctuate depending on the employment function, situation, country, or type of work. However, data science specialists are typically required to work for 8 hours each day, or perhaps more, depending on the severity of the situation.
Tableau, R programming, Python, Statistics, and Artificial Intelligence are some of the key topics covered in data science courses.
MTech in Data Science programs are available at IIT Hyderabad, whereas Data Analytics courses are available at IIT Kharagpur.