Key Highlights
- Data Science is one of the top specializations due to a shift to data-driven decision-making across all sectors and industries. According to Business Standard reports, India’s Data Science education sector will grow at a CAGR of 57.52% by 2028.
- To meet the demand for Data Science professionals, top colleges including IITs, IIMs, and NITs offer Data Science courses at various levels.
- 5 IIMs, including IIM-A, IIM-B & IIM-C and over 6 IITs offer diploma and postgraduate certificate programs in Data Science and Analytics.
- Leading Tech Companies like Paytm, Mercedes, JPMorgan, BCG, and Airtel offer lucrative Data Science roles with starting salaries of 5 - 15 LPA to INR 25 LPA or more for experienced professionals.
Data Science is an emerging course offered by top universities & certification institutes. Data Science can be learned as a stand-alone program as well as under various specializations such as Machine Learning, Python, Artificial Intelligence, and Data Analytics. An online Data Science course is the best way for a beginner to gain an understanding of Data Science. Udemy, IntelliPaat, Coursera, Simplilearn, and edX are the top platforms that offer online Data Science courses.
The eligibility for a Data Science course (postgraduation or diploma) is to have a bachelor’s degree in Engineering or Science stream. Candidates need to have a basic knowledge of Statistics and Maths. Undergraduate data science courses require students to score more than 50% marks in class 12 exams and have Maths, Statistics, or Computer Science as the core subject. Check: Top Data Science Colleges in India
Listed in the article are the best data science courses, degrees, and executive programs for students, working professionals, and freshers in their early careers who wish to become Data Scientists.
Table of Contents
1.1 Udemy
1.2 IntelliPaat
1.3 Coursera
1.4 edX
1.5 Simplilearn
1.6 Great Learning
1.7 Codeacademy
2.1 Data Science Course Eligibility
2.2 Postgraduate Diploma in Data Science
2.3 Top Undergraduate Programs in Data Science
2.4 Top Postgraduate Programs in Data Science
- Top Data Science Colleges
- Data Science Courses by Government
- Best Data Science Certifications
- Data Science Course Syllabus
- Data Science Jobs
What is Data Science?
Data Science is a domain that deals with a high volume of data to find out unseen patterns, abnormalities, and insights and make a decision or predict future outcomes. Data Science is a vast domain, it involves Mathematics, Business acumen, Statistics, Machine Learning, Artificial Intelligence, and similar fields to deal with the data. In a Data Science course, students learn about various tools, software, and Machine Learning algorithms that help to analyze data.
Top Platforms to Learn Data Science Online
Online data science courses have recently gained popularity as businesses and the educational system move toward an online model. When students or beginners lack access to industry training or internships, an online data science course can help them advance their skills. The following list includes the top online data science programs.
Udemy Data Science Courses
Udemy data science courses are considered to be one of the best data science courses online. Udemy offers beginner-friendly and affordable data science courses. The top 10 Data Science courses on Udemy are:
| Course Name | Duration |
|---|---|
| Data Science and Machine Learning Bootcamp with R | 18 hours |
| Python for Data Science and Machine Learning Bootcamp | 25 hours |
| The Data Science Course 2023: Complete Data Science Bootcamp | 30 hours |
| R Programming A – Z: R for Data Science With Real Exercises | 10 hours |
| Statistics for Data Science and Business Analysis | 5 hours |
| Data Science A – Z: Real-Life Data Science | 21 hours |
| Python A – Z: Python for Data Science With Real Exercises | 11 hours |
| Complete Machine Learning & Data Science Bootcamp 2023 | 43.5 hours |
Best Data Science Courses on IntelliPaat
With a community of 10+ million learners worldwide, Intellipaat has earned its place as a trusted name in the EdTech space. The table below highlights Intellipaat’s top Data Science programs, curated across popular courses, master’s programs, and university collaborations.
| Course Name | Type | Duration | Fees |
|---|---|---|---|
| Data Science Course Training | Training Course | 7 Months | INR 85,044 |
| Data Analytics Master Training Course | Training Course | 7 Months | INR 85,044 |
| MITxMicroMaster Integrated Data Engineering Course | Online Bootcamp | 7 Months | INR 1,59,030 |
| Microsoft Azure Data Engineer Course | Self-Paced/ Online Training | 3 Months | INR 18,012 to INR 30,039 |
| Microsoft Power BI Course | Online Classroom | 3 Months | INR 17,043 |
| M.Tech Data Science & AI Online Program from NIT | Master’s Program | 2 Years | INR 4,00,000 |
| Master of Science in Data Science and AI from EU Global | Master’s Program | 12-18 Months | INR 4,25,049 + GST |
| Master of Science (MS) in Business Analytics From Fairfield University | Master’s Program | 12 Months | INR 8,89,029 |
Best Data Science Courses on Coursera
Coursera data science courses are considered to be the best data science certificate programs online. Coursera offers several data science courses created by data science industry experts or professors from top data science colleges. Also, data science courses by Coursera can be completed as per a candidate’s study pace i.e. 1 month to 6 months; the fee for the course also varies accordingly.
| Course Name | Duration (Study Pace) | Rating |
|---|---|---|
| Google Data Analytics Professional Certificate | 6 months (10 hours/week) | 4.8/5 |
| Introduction to Data Science Specialization | 4 months (3 hours/week) | 4.7/5 |
| IBM Data Science Professional Certificate | 11 months (3 hours/week) | 4.6/5 |
| Data Science Fundamentals with Python and SQL Specialization | 6 months (3 hours/week) | 4.6/5 |
| Data Science: Foundations using R Specialization | 5 months (8 hours/week) | 4.6/5 |
| Practical Data Science Specialization | 3 months (5 hours/week) | 4.6/5 |
| Data Science: Statistics and Machine Learning Specialization | 6 months (6 hours/week) | 4.6/5 |
| Data Science Specialization | 11 months (7 hours/week) | 4.5/5 |
| Applied Data Science with Python Specialization | 5 months (7 hours/week) | 4.5/5 |
| Executive Data Science Specialization | 2 months (6 hours/week) | 4.5/5 |
Best Data Science Courses on edX
The following table mentions the top data science courses on edX as per affordability and ratings.
| Courses | Provider | Fee |
|---|---|---|
| Data Science: Machine Learning | Harvard University | Free |
| Data Science: R Basics | Free | |
| Python Basics for Data Science | IBM | Free |
| IBM: R Data Science Capstone Project | Free | |
| MicroMasters Program in Statistics and Data Science | Massachusetts Institute of Technology | INR 1,10,402 |
Best Data Science Courses on Simplilearn
Simplilearn data science courses are available under the popular courses, master’s program, and University postgraduate programs categories. Explore the table below that includes top data science courses on Simplilearn as per total student ratings.
| Course Name | Type | Fees |
|---|---|---|
| Data Science with Python Certification | Training Course | INR 29,640 |
| Data Science with R Certification Course | Training Course | INR 28,320 |
| Tableau Certification Training Course | Training Course | INR 33,750 |
| Power BI Certification Course | Training Course | INR 27,000 |
| Data Scientist: Master’s Program (in collaboration with IBM) | Masters Program | INR 54,000 |
| Data Analyst: Master’s Program (in collaboration with IBM) | Masters Program | INR 54,000 |
| Post Graduate Program in Data Science: Purdue University (in collaboration with IBM) | Post Graduate Program | INR 1,39,999 |
| Post Graduate Program in Data Analytics: Purdue University (in collaboration with IBM) | Post Graduate Program | INR 1,24,999 |
Data Science Courses on Great Learning
Great Learning is a popular ed-tech platform That offers data science certificate courses and degree programs. The platform is known for its high-quality content and offers job support through top-tier university partnerships. The table lists all of the Data Science courses offered by the Great Learning platform.
| Program | Course Fee | Duration (Mode of Delivery) |
|---|---|---|
| PGP - Data Science and Business Analytics by McCombs School of Business, Texas | INR 2,75,000 | 12 months (Online) |
| MIT Data Science and Machine Learning Program | INR 1,56,061 | 12 weeks (Online) |
| PGP in Data Science and Engineering (Bootcamp) by Great Lakes Executive Learning | INR 3,50,000 | 5 months (Classroom) |
| PGP in Data Science and Engineering (Data Science Specialization) by Great Lakes Executive Learning | INR 2,75,000 | 9 months (Online) |
| PG Program in Data Science and Business Analytics by Great Lakes Executive Learning | INR 3,38,729 | 12 months (Classroom) |
| Practical Decision Making Using Data Science by NUS Business School | INR 1,80,579 | 6 months (Online) |
| Data Analytics Program by Career Academy | INR 97,000 | 4 months (Classroom) |
| MS in Data Science Program by Northwestern School of Professional Studies | INR 10,68,853 | 18 months (Online) |
| Master of Data Science (Global) Program by Deakin University | INR 6,41,312 | 24 months (Online) |
| MTech in Data Science and Machine Learning by PES University | INR 5,90,000 | 2 years (Online) |
| Executive MBA Program in Data Science & Business Analytics by PES University | INR 5,50,000 | 2.5 years (Classroom) |
| Master of Data Science (Global) Program by Deakin University | INR 6,72,952 | 12 months (Online) |
Codeacademy Data Science Courses
The following table mentions the top data science courses on Codecademy as per affordability and ratings.
| Course Name | Duration | Fees |
|---|---|---|
| Learn to Program Alexa | 9 Hours | Free |
| Learn Statistics with NumPy | 5 Hours | Free |
| Learn Advanced Algorithms and Data Structures with Python | 10 Hours | Free |
| Learn Conversational Design with Alexa | 7 Hours | Free |
Best Data Science Courses in India
The coming sections list out and provide details of the best data science courses in India. These can be pursued after class 12th to get a professional data science degree in India.
Data Science Course Eligibility
To opt for a degree or diploma course in Data Science, students must have knowledge of high-school subjects i.e. maths, statistics, computer programming, etc. Generally, students from science, technology, maths or engineering backgrounds are eligible to do a data science course.
| Course | Data Science Course Eligibility | Top Colleges |
|---|---|---|
| Diploma in Data Science | Graduation in Science or Engineering with 50% aggregate and Maths/Statistics/CS/IT as one of the core subjects. | Top Diploma in Data Science Colleges |
| Undergraduate Data Science Programs (BSc/BTech Data Science) | 50 - 60% marks in class 10+2 exams & basic knowledge of Statistics, Mathematics, and Programming. | Top BSc Data Science Colleges |
| Postgraduate Data Science Programs (MSc/MTech Data Science) | Graduation in Science or Engineering with 50 - 70% aggregate. Basic knowledge of Statistics, Mathematics, and Programming. In some cases, work experience is also required. | Top MSc Data Science Colleges |
| Top MTech Data Science & Analytics Colleges |
Postgraduate Diploma in Data Science
To apply for a postgraduate diploma in data science, the applicant should have a bachelor's degree in science/engineering/business administration/commerce/mathematics/computer applications or a master's degree in mathematics/statistics/commerce with 50% or equivalent passing marks.
| Course | College | Course Fee |
|---|---|---|
| Post Graduate Program in Data Science (PGPDS) | Praxis Business School, Kolkata | INR 6.05 lakhs |
| Post Graduate Diploma in Data Science | IIIT Lucknow | INR 1.50 lakhs |
| IIIT Bangalore | INR 2.85 lakhs | |
| Symbiosis Centre for Distance Learning, Pune | INR 0.50 lakhs | |
| MUIT Noida | INR 1.60 lakhs | |
| Gujarat Technological University | INR 0.25 lakhs | |
| Post Graduate Diploma in Data Science & Artificial Intelligence | IIITD New Delhi | INR 2.50 lakhs |
Top Undergraduate Programs in Data Science
Check out the top 10 undergraduate programs in data science as per the AIM report. The eligibility for such Data Science courses is to have background knowledge of statistics, mathematics, engineering, or economics.
| Course | College | Duration | Fees |
|---|---|---|---|
| BS in Data Science and Engineering | IISER Bhopal | 5 years | INR 4,36,000 |
| BTech Data Science | VIT Vellore | 4 years | INR 7,83,000 |
| Bachelor of Data Science | SPJSGM Mumbai | 3 years | INR 58,39,000 |
| BSc in Computer Science - Data Science | Guru Jambeshwar University of Science and Technology, Hisar | 3 years | INR 1,32,000 |
| BSc in Data Science | Navrachana University, Vadodara | 3 years | INR 3,10,000 |
| BSc in Data Science | Techno India University, Kolkata | 3 years | – |
| BSc (Hons) in Data Science | AMET University, Chennai | 3 years | INR 9,10,000 |
| BSc in Data Science | SSPU Pune | 3 years | INR 5,42,000 |
Top Postgraduate Data Science Programs
The following table includes the top postgraduate programs in data science/analytics as per academic ranking 2021 by “Analytics India Magazine (AIM)”. The following programs have been evaluated based on 5 crucial parameters: Certification Value or Accreditation, Return on Investment, Student Enrollment, Program Structure, and Admission Criteria.
| S.No. | Program Name (College) | Course Fee | Data Science Course Eligibility | Duration |
|---|---|---|---|---|
| 1. | Post Graduate Program in Data Science with AI-ML (Praxis Business School) | INR 6.05 lakhs | 60% marks in class 12 & graduation (BE/BTech/BSc with Economics/Statistics) | 9 months |
| 2. | PGP in Computational Data Science (INSOFE Hyderabad) | INR 3.35 lakhs | Bachelor’s degree with mathematics background | 9 months |
| 3. | PGCP in Leadership through Data Science (TAPMI Manipal) | INR 6 lakhs | Graduate degree with 50% aggregate; work experience of 1 - 4 years | 11 months |
| 4. | Executive PGP in Data Science (upgrad) | INR 2.99 lakhs | Bachelor’s Degree with a minimum of 50% or equivalent passing marks | 1 year |
| 5. | PGP in DS with ML and AI (Simplilearn) | INR 2.72 lakhs | Graduation with 50% aggregate, 2+ years of work experience, Basic understanding of programming concepts and mathematics | 1 year |
| 6. | PGP in Data Science and Business Analytics (Great Learning) | INR 3.95 lakhs | – | 11 months |
| 7. | PGDM - Big Data Analytics (GIM Goa) | INR 18.07 lakhs | Minimum qualifying marks in XAT, CAT, GMAT, CMAT, GAAT & 50% marks in graduation | 2 years |
| 8. | PGCP in Data Science & ML (Times TSW) | INR 3.5 lakhs | Graduation (Science/Engineering) with 50% aggregate | 11 months |
| 9. | MBA Data Science & Data Analytics (NMIMS Mumbai) | INR 12 lakhs | Graduation with 50% aggregate, 93+ TOEFL score, 7.0+ IELTS score | 2 year |
Top Data Science Colleges
The top data science colleges as per NIRF Ranking are mentioned in the table below.
Data Science Courses by Government Colleges/Platforms
Due to the popularity of data science government institutions like IITs, IIMs, and NPTEL are introducing various programs in data science. Explore the sections below to find out details about data science courses by government colleges/platforms.
IIT Data Science Courses
Many IITs are now introducing new data science courses in their curriculum for the academic year. The table below lists upcoming IIT data science certifications and programs.
| Course Name (Duration) | Course Fee | Eligibility Criteria |
|---|---|---|
| IIT Madras - BS Degree in Data Science & Applications (3 – 6 years) | INR 2,60,000 | 10+2 or graduation from a recognized university |
| IIT Madras - Diploma in Data Science (8 months) | INR 70,000 | 2 years bachelor's degree |
| IIT Madras & Intellipaat – Advanced Certification in Data Science and AI (7 months) | INR 85,000 | The admission process is based on academic background, past experience and resume |
| IIT Roorkee via Coursera – Post Graduate Certificate in Data Science & Machine Learning (6 months) | INR 1,13,000 | Anyone can apply |
| IIT Kanpur, E&ICT Academy – Specialization Certification in Data Scientist (100+ hours) | INR 20,000 | Anyone can apply |
| IIT Indore – MSc in Data Science and Management (2 years) | INR 12,00,000 | The candidate should be a BTech/BE/BS/BPharm/BArch/BDes/4 year BSc/MSc/MCA/MBA degree holder with 60% marks. He/she should have a valid CAT/GATE/GMAT/GRE/JAM score from the last 3 years. |
| IIT Guwahati – MTech Data Science (2 years) | - | Bachelor’s degree in Engineering/Technology or relevant stream or MSc/4 years BSc, valid GATE score, 60% marks in the last qualifying exam |
| IIT Patna – BTech in Artificial Intelligence and Data Science (4 years) | INR 8.,48,000 | The selection will be based on JEE Advanced |
Data Science Courses by IIM
| Data Science Courses | Course Fee | Eligibility Criteria |
|---|---|---|
| IIM Calcutta – Advanced Programme in Data Sciences (3 months) | INR 3,30,000 | Bachelor's degree from a recognized University, 3 years of work experience (should be currently employed). |
| IIM Indore – MSc in Data Science and Management (2 years) | INR 12,00,000 | The candidate should be a BTech/BE/BS/BPharm/BArch/BDes/4 year BSc/MSc/MCA/MBA degree holder with 60% marks. He/she should have a valid CAT/GATE/GMAT/GRE/JAM score from the last 3 years. |
| IIM Kozhikode – Professional Certificate Program in Data Science for Business Decision-Making (8 months) | INR 1,77,000 | Bachelor’s degree with 50% marks (40% for female candidates). The candidate must have studied Maths at the high school or graduation level. He/she should have 1 year of work experience. |
| IIM Lucknow – Executive Programme in Data Science (9 months) | INR 2,02,000 | The candidate should have 5 – 20 years of work experience after graduation. He/she should be a graduate/diploma holder or postgraduate and have studied maths at any of the levels. |
Data Science Courses by NIELIT
The National Institute of Electronics and Information Technology (NIELIT) offers formal and non-formal education via certification courses and programs. The institution is run under the supervision of the Ministry of Electronics and Information Technology (MeitY), Government of India. The following table lists the upcoming courses and certifications in Data Science by NIELIT. Students can check the prospectus and registration dates and can register by visiting the official link – https://reg.nielitchennai.edu.in/.
| Data Science Courses | Duration |
|---|---|
| PG Program in Data Engineering – Classroom Mode (NSQL Level 6) | 840 hours, 6 months |
| PG Program in Data Engineering – Online Blended Mode (NSQL Level 6) | |
| Certified Data Analyst (Big Data) – Online Blended Mode (NSQL Level 5) | 240 hours, 4 months |
| PG Program in Data Engineering – Online-Blended Mode (NSQF Level-6) | 840 hours |
| PG Program in Data Engineering – Classroom Mode (NSQF Level-6) | |
| Certified Data Analyst – Online Blended Mode (NSQL Level 4) | 240 hours |
| Online Certificate Course in Data Science and Machine Learning – Online | 30 hours, 4 weeks |
| Certificate Course in Data Science and Machine Learning | 30 hours, 4 weeks |
| Certificate Course in Data Science and Machine Learning | 30 hours, 4 weeks |
Swayam Data Science Courses
Swayam is an AICTE-approved government platform that offers short-term certification courses. Students need to take an exam at the designated centres to get a certificate from the institution. The exam registration fee is INR 1,000. The following table lists Data Science related courses for which the enrollments are currently open.
| Course Name | Professor – Institute | Eligibility |
|---|---|---|
| Advanced C++ | Prof Kannan Moudgalya – IIT Bombay | Undergraduate or Postgraduate CS/CSE/IT students |
| Blockchain | Dr. Mayank Aggarwal – Gurukul Kangri Vishwavidyalaya, Haridwar | - |
| C and C++ | Prof Kannan Moudgalya – IIT Bombay | High School/Undergraduate or Postgraduate CS/CSE/IT students |
| HTML | Prof Kannan Moudgalya – IIT Bombay | Undergraduate or Postgraduate CS/CSE/IT students |
| Java | Prof Kannan Moudgalya – IIT Bombay | Undergraduate or Postgraduate CS/CSE/IT students |
| PHP and MySQL | Prof Kannan Moudgalya – IIT Bombay | Undergraduate or Postgraduate CS/CSE/IT students |
| Python 3.4.3 | Prof Kannan Moudgalya – IIT Bombay | High School/Undergraduate or Postgraduate CS/CSE/IT students |
| R | Prof Kannan Moudgalya – IIT Bombay | High School/Undergraduate or Postgraduate CS/CSE/IT students |
Best Data Science Certification Courses in India
Explore the table below to find out about the online resources that offer some of the best data science courses available. These data science courses teach much more than an engineering or computer science degree at a fraction of the cost.
Data Science Certification Courses for Beginners
| Data Science Courses | Cost | Duration |
|---|---|---|
| 2023 Complete Python Bootcamp from Zero to Hero in Python: Udemy | INR 2,000 – INR 4,000 | 22 hours |
| Python for Data Science and Machine Learning Bootcamp: Udemy | 25 hours | |
| Statistics for Data Science and Business Analysis: Udemy | 5 hours | |
| Data Science and Machine Learning Bootcamp with R: Udemy | 17.5 hours | |
| Foundations of Data Analysis: edX | Free auditing track or pay INR 3,756 for unlimited access to the study material | Self-paced (6 weeks or 3 - 6 hours per week) |
| Andrew Ng’s Machine Learning Course: Coursera | Free (To get the certificate of completion, they need to buy the subscription) | 61 hours |
Best Data Science Certification Courses in India for Working Professionals
The following table talks about top data science certifications for data scientists & related professionals. These certifications are different from those offered by online platforms as they require some years of experience or expertise in data science, ML, and AI. To get a certification, candidates also need to pass an exam.
| Certification | Data Science Eligibility | Cost |
|---|---|---|
| IBM Data Science Professional Certificate | None | Free |
| Google Professional Data Engineer Certification | 3+ years experience in data science; with 1 year of experience in designing or managing data solutions with Google Cloud | INR 16,420 |
| Microsoft Certified: Azure Data Scientist Associate | Candidates are expected to have domain expertise in data science and ML to implement and run machine learning workloads on Azure | INR 4,800 |
| Cloudera Certified Associate (CCA) Data Analyst | This data science certification is suitable for SQL developers, data analysts, system architects, business intelligence specialists, and database administrators | INR 22,586 |
| Cloudera Certified Professional (CCP) Data Engineer | This data science certification is suitable for those who have experience in developing data engineering solutions and can ingest, transform, store, and analyze data in Cloudera's CDH setup | INR 22,586 |
| Dell EMC Data Science Track (EMCDS) | Bachelor’s degree in CS, IT, Electronics, or a related field | INR 17,613 per exam |
| SAS Certified Big Data Professional | Experience with SAS programming, data manipulation, data visualization, SAS, Hadoop, and Hive | INR 13,780 |
| SAS Certified Data Scientist | Experience with SAS Programming, SQL Processing, Statistics, and Mathematics | INR 13,776 |
| Post Graduate Programme in Artificial Intelligence & Data Science | Valid CAT/GATE/GMAT/GRE or Jio Institute Entrance Test (JET) score + postgraduate degree in a related field | INR 9,75,000 |
Check:
Best Data Science Courses in India for MBA Graduates
| Course | Data Science Eligibility | Duration |
|---|---|---|
| Advanced Programme in Computational Data Science: IISc Bangalore | Bachelor’s (4 years or equivalent) or Master’s in Science/Engineering/Management. | 10 months |
| Online Data Science Program: IIT Madras | 10+2 | -- |
| Analytics and Data Science Program: IIM Calcutta | Graduates (10+2+3)/postgraduates in any discipline with a minimum of 50% marks. | 1 year |
| PG Program in Data Science and Business Analytics: Great Learning | Aspiring data scientists or MBA graduates | 11 months |
| PG Program in Data Science: Simplilearn | Graduates with 50% marks in graduation, a basic understanding of programming concepts and mathematics | 12 months |
| Practical Data Science Specialization: Coursera | MBA graduates and aspiring data scientists | 11 months |
| Google Data Analytics Professional Certificate | MBA graduate, aspiring data scientists | 10 hours per week |
| Principles, Statistical and Computational Tools for Reproducible Data Science: Harvard University | Familiarity with data science, statistical tools, and principles | 8 weeks |
| Executive PG Programme in Data Science: upGrad | Bachelor’s degree with a minimum of 50% or equivalent passing marks. | 12 months |
| The Data Science Course 2023: Complete Data Science Bootcamp: Udemy | – | 30 hours |
Best Data Science Courses in India for Business Executives
Data science is the top skill among data scientists and business executives who want to earn a lucrative salary. Colleges and virtual learning platforms are offering many data science courses online for business executives. This section lists the top 10 online data science courses for business executives.
| Course | Duration |
|---|---|
| Advanced-Data Science for Managers: IIM Kozhikode | 1 year (classes every Sunday) |
| Advanced Programme in Data Science: IIM Calcutta | 1 year |
| Data Science for Business Leaders Executive Program: Udacity | 4 - 8 weeks |
| Executive Data Science Specialization: Coursera | 2 months |
| Professional Certificate in Data Science for Executives: edX | 4 months |
| Data Science for Business: Harvard Business School Online | 10 - 17 weeks |
| Data Science for Business Leaders: Udemy | 8.5 hours |
| Data Science for Business: Datacamp | 2 hours |
| Executive Program in Data Science: Great Learning | 5 months |
Scaler: Data Science and Machine Learning Program
- Scaler’s data science and machine learning program is one of the best courses in the market which will help you learn and develop the data science skills necessary to advance your career as a data scientist.
- This course is suitable for beginners with no programming experience or data engineers who want to upskill.
- The course is designed for beginners to advanced level learners with varying durations: beginner (15 months), intermediate (13 months), and advanced (11 months) as per the level of expertise.
- The course curriculum includes basic to advanced programming, an introduction to data science and machine learning, ML engineering, statistical analysis, and data analytics. In addition, students work on real-world industry projects from top companies.
- The fee for this data science course is INR 2.5 lakhs (including GST). Scaler has flexible EMI options and a 100% money-back guarantee within 2 weeks of enrollment if the student chooses to withdraw.
- Along with this Scaler also provides scholarships to the students.
| Parameters | Details |
|---|---|
| Course Duration | 11-15 months (based on expertise level) |
| Eligibility | Students with little or no programming experience or data science professionals looking to upskill can pursue this course |
| Course Fees | INR 2.5 lakhs (including GST, scholarship options, and 100% money-back guarantee within 2 weeks of enrollment) |
| EMI Options | Starts from INR 7,200 per month |
| Course Curriculum |
|
| Program Highlights |
|
Enroll Now: Scaler Data Science and Machine Learning Course
Data Science Courses in India: Key Highlights
The shifting of businesses from traditional to online format has created a demand for data scientists or professionals who can handle such large data sets. Likewise, the salary and career prospects for individuals who want to pursue a career in data science in India have increased immensely.
The following table lists some of the key highlights from an annual data science salary report curated by AIM and Hero Vired.
| Parameter | Data |
|---|---|
| Education | Engineering students from IITs and NITs earn a median salary of INR 27.6 lakhs annually, which is INR 8.2 lakhs more than students from other engineering colleges. |
| Background | Data science aspirants who have a background in Marketing, Internet, or eCommerce earn a median salary of INR 25.8 lakhs annually, followed by those who are from a Banking or Insurance background i.e. INR 24.3 lakhs annually. |
| Skills/Tools | Currently, data science freshers or professionals with expertise in tools such as KubeFlow and MLFlow earn a median salary of INR 26.0 lakhs and INR 24.2 lakhs annually. |
| Job Roles | Data Architect (INR 25.6 lakhs annually), Big Data Analyst (INR 20.0 lakhs annually), and AI/ML Engineer (INR 17.8 lakhs annually) are the top 3 data science jobs roles as per the median salary offered. |
| Placements | Companies like BlackRock, JP Morgan, American Express, Merck, and Pfizer are reported to offer the highest median salaries at INR 25.3 lakhs per annum. |
| Startups | Ola, Paytm, Flipkart, and Razorpay have offered significant raises to their data science professionals in recent years. The median salary for professionals working here is INR 21.7 lakhs currently. |
| Region-Wise Salary | Data science professionals in Bangalore earn the highest median salary i.e. INR 19.1 lakhs annually, followed by Mumbai (INR 17.5 lakhs annually). |
| The Rise in Median Salary | The percentage of data science professionals earning in INR 15 - 25 and 25 - 50 lakhs bracket grew significantly from 14.5% to 20.5% and 7.8% to 13.7% respectively, compared to 2021. |
Data Science vs Data Analytics
Both data science and data analytics are pretty similar courses, but they have some notable differences as stated below:
| Parameters | Data Science | Data Analytics |
|---|---|---|
| Definition | Data science is about discovering questions or insights by using predictive data models to find out possible outcomes for the future. | Data analytics is more specific and inclined towards finding business-centric answers from the existing dataset for better decision-making. |
| Skillsets Required | Advanced Statistics, Maths, Predictive Modeling, Machine Learning, SQL & NoSQL Database, Big Data, Data Visualization Tools, Python, R, Scala | Statistics, SQL Database, BI Tools, Python, R, SAS |
| Top Courses Online | Data Science Courses Online | Data Analytics Courses Online |
| Popular Degrees | BTech Data Science, BCA Data Science, BSc Data Science, MSc Data Science, etc. | BTech Data Analytics, BCA Data Analytics, MTech Data Analytics, MBA Data Analytics, etc. |
| Top Colleges | Top BTech Data Science Colleges | Top BTech Big Data Analytics Colleges |
| Top BCA Data Science Colleges | Top BCA Data Analytics Colleges | |
| Top BSc Data Science Colleges | Top MTech Data Analytics Colleges | |
| Top MSc Data Science Colleges | Top MBA Data Analytics Colleges | |
| – | Top MSc Data Analytics Colleges | |
| Top Institutes | Top Data Science Institutes in India | Top Data Analytics Training Institutes in India |
| Job Role |
Data Cleansing, Processing & Verifying its Integrity Exploratory Data Analysis Deriving Insights Using Predictive ML Models Making Future Predictions from Datasets |
Data Analysis Data Cleansing Discovering New Patterns from Existing Dataset Develop Visualizations and KPIs |
| Starting Salary | INR 5.5 LPA | INR 3.5 LPA |
Data Science vs Machine Learning
Data science courses are about analyzing trends using data but it is through Machine Learning that data scientists can use algorithms that detect such trends.
| Parameters | Data Science | Machine Learning |
|---|---|---|
| Definition | Data science is the study of approaches to finding insights from unstructured data. | Machine learning is the making of machines and predictive models to gain such insights from data. |
| Skillsets Required | Advanced Statistics, Maths, Predictive Modeling, Machine Learning, SQL & NoSQL Database, Big Data, Data Visualization Tools, Python, R, Scala | Statistics, Data Modeling, Machine Learning Algorithms, Natural Language Processing, Python, R |
| Popular Degrees | BTech Data Science, BCA Data Science, BSc Data Science, MSc Data Science, etc. | BTech Artificial Intelligence & Machine Learning, MTech in Machine Learning Specialization |
| Top Colleges | Top BTech Data Science Colleges | Top BTech Artificial Intelligence & Machine Learning Colleges |
| Top Institutes | Top Data Science Institutes in India | Top Machine Learning Training Institutes in India |
| Job Role |
Data Cleansing, Processing & Verifying its Integrity Exploratory Data Analysis Deriving Insights Using Predictive ML Models Making Future Predictions from Datasets |
Develop AI software to automate predictive models Apply algorithms to generate future predictions and accurate insights |
| Starting Salary | INR 5.5 LPA | INR 5 LPA |
Data Science Course Syllabus
The syllabus for data science can be categorized into 4 major parts i.e.
- Programming Languages: Python & R
- Machine Learning, Mathematics, Statistics
- Natural Language Processing (NLP)
- Big Data Analytics
Note: This is a common list of data science subjects. To check the complete data science syllabus course-wise; check the Data Science Course Syllabus article.
| Category | Subjects/Skills |
|---|---|
| Python & R (Programming Languages) | Data Visualization, Data Handling, Data Manipulation, Data Wrangling |
| Mathematics, Statistics, Machine Learning | Statistical Concepts, Data Modeling, Statistical Analysis |
| Natural Language Processing (NLP) | Handling Unstructured Data, Text Classification |
| Big Data Analytics | Cloud Computing, Relationship Database Management, Big Data Ecosystem, PySpark, NoSQL Database, Hadoop, Spark |
Key Data Science Skills
Before kickstarting their career as data scientists, students should make sure they are well aware of the key data science skills mentioned below.
| Technical Skills | Non-Technical Skills |
|---|---|
| Statistical Analysis | Strong Business Acumen |
| Mathematics | Strong Communication Skills |
| Programming | Data Intuition |
| Deep Learning | – |
| Machine Learning | – |
| Data Wrangling and Visualization | – |
| Big Data | -- |
| Knowledge of Tools: SAS, Hadoop, Spark | – |
Data Science Jobs in India
Data science has become one of the highest-paid professions recently. According to Analytics India Magazine, the average salary of a data scientist is INR 10 lakhs annually. More than 1200 data scientists in India earn more than INR 1 crore annually.
Top Careers in Data Science
The top careers in data science are data scientists, machine learning engineers, data engineers, statisticians, etc.
| Job Profile | Average Annual Salary |
|---|---|
| Data Scientist | INR 7- 8 lakhs |
| Statistician | INR 5.34 lakhs |
| Actuarial Scientist | INR 10 lakhs |
| Mathematician | INR 9 lakhs |
| Software Developer Analyst | INR 5.75 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 |
| Data Engineer | INR 8 lakhs |
Data Science Companies
The top data science companies worldwide and the average salary they offer for different data science job profiles are mentioned below.
| Top Data Science Companies | Average Data Scientist Salary (Annually) |
|---|---|
| Mercedes Benz Research and Development | INR 12.99 lakhs |
| JP Morgan | INR 19.35 lakhs |
| Paytm | INR 8 lakhs |
| Boston Consulting Group | INR 22.80 lakhs |
| Airtel X Labs | INR 21 - 27 lakhs |
| Oracle | INR 12.21 lakhs |
| PayPal | INR 18.78 lakhs |
Data Science Courses: FAQs
Ques. What is Data Science course?
Ans. Data Science is a domain that deals with a high volume of data in order to find out unseen patterns, abnormalities, and insights and make a decision or predict future outcomes. Data Science is a vast domain, it involves Mathematics, Business acumen, Statistics, Machine Learning, Artificial Intelligence, and similar fields to deal with the data. In a Data Science course, students can expect to learn about various tools, software, and Machine Learning algorithms that help to analyze data.
Ques. Does one need to complete all of the data science courses within a single course run to earn the professional certificate?
Ans. No, you can complete data science courses across multiple runs also.
Ques. What are the most valuable skills for a data scientist while pursuing data science courses?
Ans. The following skills are crucial for a data scientist role when he pursues data science courses Python, Tableau, R, and in-depth knowledge of Hadoop.
Ques. What is the average salary of a data scientist after data science courses?
Ans. The average salary for a data scientist in India is INR 5 – 10 LPA. Data Scientists are at the moment gaining from the big data trend with analytics professionals making 26% higher as compared to an average software engineer in India after graduating from data science courses.
Ques. What are the best algorithms that data science course professionals should know?
Ans. The top five most popular algorithms that all data science course aspirants should know are Logistic Regression, K-Nearest Neighbors, Naive Bayes, Support Vector Machines, and Random Forest.
Ques. How to prepare for a data science course interview?
Ans. An aspirant pursuing data science courses is expected to prepare across multiple fronts:
- Build a portfolio of projects and MOOCs
- Network with peers and stay up-to-date with who’s who, follow trends
- Learn about the position that you are applying for
- Go through questions asked in previous interviews
Ques. Do data scientists need to be storytellers?
Ans. As data gets complex, it becomes imperative to bring simplicity to it. Storytelling helps in getting this simplicity by drawing the attention of listeners and readers alike. Stories also incite thoughts and put out profound insights.
Ques. Why do data science courses require Math?
Ans. To pursue Data Science courses, one needs a strong experience in mathematics along with basic knowledge of statistics. The boom in this field necessitates growth in executive statistics and maths skills. Some of the core concepts anticipated from a business analyst are causation, correlation, and how to statistically test hypotheses. Some knowledge of linear algebra and calculus is unquestionably required.
Ques. What is data science course fees?
Ans. Data science course fees depend on the type of program, duration, and college. The average data science course fee is between INR 5,000 - INR 2,00,000 annually.
Ques. What are the important subjects in the data science course syllabus?
Ans. Tableau, R programming, Python, Statistics, and Artificial Intelligence are the important core subjects included in the data science course syllabus.
Ques. What are some of the best data science online courses?
Ans. IBM Data Science Professional Certificate, Data Science Courses on Coursera, Udemy, and Python for Data Science Courses are some of the best Data Science Courses Online.
Ques. What are the best sites to learn Data Science courses?
Ans. Coursera, Udemy, edX, and Google are some of the best sites to learn about Data Science courses.
Ques. Are UpGrad data science courses worth it?
Ans. Yes, Data science courses by Upgrad are worth your time as they offer a chance to learn about data science courses in much less time than any full-time UG and PG data science courses and offer a certificate of completion at the end.
Ques. Which is the best institute to pursue Data Science courses in Bangalore?
Ans. IIIT Bangalore, in collaboration with UpGrad, offers a postgraduate diploma in data science course for INR 2.25 lakhs for 11 months.
Ques. Which IITs offer data science courses?
Ans. IIT Madras, IIT Delhi, and IIT Hyderabad offer diploma, certificate, and degree programs in data science.
Ques. Is the Udacity data science course worth it?
Ans. Yes, Udacity data science courses are perfect as they have concise content with a major focus on practice and exercises. They keep their content updated, as per the latest trends.
Ques. Which data science course would you recommend for beginners?
Ans. There are plenty of data science courses for beginners on Coursera and Udemy that are perfect for beginners.
Ques. What is data science course eligibility?
Ans. Anyone who has completed class 12 from a recognized board is eligible to pursue a data science course. They must study science with maths as a compulsory subject and score more than 50% marks in each of the subjects in the class 12 exam.
Ques. What are the courses for a data scientist?
Ans. Data scientists who are already established in their careers can pursue some data science online courses or data science certifications such as IBM Data Science Professional Certification to help them advance in their careers.
Ques. Can I learn data science on my own?
Ans. You can start with learning the basics of data science by taking up any online data science course. IBM, Coursera, Udemy, and edX are popular platforms that have plenty of online data science courses specifically made for beginners who want to start learning data science on their own.
Ques. Can I become a data scientist after studying BCom?
Ans. While there are no direct courses after BCom that can make you eligible to become a data scientist, many BCom aspirants have become data scientists by taking up data science online courses, boot camps, workshops, and also learning programming languages such as Python, R, and SQL along with it. In the end, they can try for various data science jobs if they have decent resumes and relevant learning experience in data science.
Ques. Is 6 months enough to study data science?
Ans. 6 months is not enough to study every concept related to data science and become a data scientist. However, if you are already working in a data science company, 6 months will be enough to study an online data science course to upskill and stay updated with the latest data science tools and trends.
Ques. Who can do a data science course?
Ans. Both professionals and graduates from technical backgrounds can do a data science course. Students who have completed their formal education (10+2) can do full-time degree courses in data science whereas engineers, IT professionals, software engineers, etc. can do a part-time or online certification in data science.
Comments
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The course fee of the IIM Kolkata's Advanced Programme in Data Sciences is INR 3.30 lakhs. The duration of the course is 3 months.
To pursue Data Science courses you must have studied Mathematics, Computer Science or Statistics as compulsory subjects in the qualifying examination passed.
IIT Madras will conduct a Diploma Qualifier Exam for admission to the diploma courses. Only students who have qualified for this examination will be allowed to complete their admission.
The total course fee for the Diploma in Data Science course at IIT Madras is INR 70500. Students pursuing this course are eligible to apply for fee waivers for up to 75% of the course fee.