Data Science Course: Syllabus, Online Classes, Offline Institutes Citywise, UG, PG, and Diploma Colleges and Data Science Scope in India
- Pranay Trivedi
- Updated Date: July 20, 2023
Data science can be learned as a stand-alone program or as part of a specialization in machine learning, Python, artificial intelligence, data analytics, or big data.
Table of Contents
Data science is a rapidly growing field, and there is a high demand for data scientists. Data science can be learned as a stand-alone program or as part of a specialization in machine learning, Python, artificial intelligence, data analytics, or big data.
There are many Data Science online courses available that can teach you the basics of data science. Some of the top platforms for best online data science courses include Udemy, Coursera, Simplilearn, and edX.
If you are a beginner, I recommend starting with a general introduction to data science courses. This will give you a foundation in the core concepts of data science, such as data collection, data cleaning, data analysis, and data visualization.
Once you have a good understanding of the data science basics, you can then choose a specialization that interests you. Many different specializations are available, so you can find one that matches your skills and interests.
With a little effort, you can learn the skills you need to become a data scientist. Data science is a rewarding career, and it offers many Data Science Job opportunities for growth and advancement.
Here are some additional data science details about each of the platforms mentioned above:
- Udemy: Udemy is a popular online learning platform that offers various courses, including data science courses. Udemy courses are typically priced very affordably, and many of them offer lifetime access.
- Coursera: Coursera is another popular online learning platform that offers a variety of data science courses. Coursera courses are often taught by top university professors, and they are accredited by the universities that offer them.
- Simplilearn: Simplilearn is a leading online training provider that offers a variety of data science courses. Simplilearn courses are designed to be comprehensive and hands-on, and they offer a variety of learning formats, including live online training, self-paced courses, and instructor-led training.
- edX: edX is a non-profit online learning platform that offers a variety of data science courses. edX courses are often taught by top university professors, and they are accredited by the universities that offer them.
Data Science Courses in India: Key Highlights
| Parameter | Data |
|---|---|
|
Education |
Artificial Intelligence and What is Data Science with example 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 in 2023 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.
|
What is Data Science?
Data science is a field that uses scientific methods,Data Science prerequisites processes, algorithms, and systems to extract knowledge and insights from data. Data Science is a rapidly growing field, and there is a high demand for data scientists.
Data scientists use a variety of tools and techniques to analyze data, including:
- Machine learning: Machine learning is a type of Data in Data Science and artificial intelligence that allows computers to learn without being explicitly programmed.
- Natural language processing: Natural language processing is a field of computer science that deals with the interaction between computers and human (natural) Data Science languages.
- Data mining: Data mining is the process of extracting knowledge from large datasets.
- Statistical analysis: Statistical analysis is the process of collecting, organizing, and analyzing data to draw conclusions about a population.
What is a data science course?
A data science course is a program of study that teaches students the skills and knowledge necessary to collect, analyze, and interpret data. The components of Data science is a rapidly growing field, and there is a high demand for qualified data scientists in a variety of industries.
Data science courses are available in:
Online
Online courses offer the convenience of being able to learn at your own pace, but they may not provide the same level of interaction as a traditional classroom setting.
Traditional brick-and-mortar schools
Traditional classroom settings offer the opportunity to interact with other students and the instructor, but they may be more time-consuming and expensive than online courses.
The best data science course for you will depend on your individual needs and learning style. If you are a self-motivated learner who is looking for a convenient and affordable option, an online course may be a good choice for you. If you are looking for a more interactive learning experience, a traditional classroom setting may be a better option.
No matter which type of data science course you choose, you will need to be prepared to put in the time and effort to learn the material. Data science is a challenging field, but it is also a rewarding one. With hard work and dedication, you can become a data scientist and make a real impact on the world.
What are Data science course fees?
The fee for a data science course can vary depending on the institution, the Data Science Course duration and fees of the course, and the type of certification you are looking for.
Here are some data science examples of data science courses and their fees:
- Coursera: Coursera offers a variety of data science courses, ranging in price from ₹3201 to ₹8126 per month.
- Udemy: Udemy offers a variety of data science courses, ranging in price from ₹820 to ₹16416.
- edX: edX offers a variety of data science courses, ranging in price from ₹4022 to ₹16334.
- Edureka: Edureka offers a variety of data science courses, ranging in price from ₹10,000 to ₹50,000.
- UpGrad: UpGrad offers a variety towards data science courses, ranging in price from ₹30,000 to ₹1,00,000.
If you are looking for a more affordable option, you may want to consider taking a free online data science courses. There are many great options available, such as:
- DataCamp: DataCamp offers a variety of free data science courses.
- Codecademy: Codecademy offers a free data science course.
Data Science course syllabus
Here is a sample data science syllabus Pdf that covers the essential topics in data science:
- Introduction to Data Science
- What is data science?
- History of data science
- Data science workflow
- Data science tools and technologies
- Mathematical and Statistical Skills
- Linear algebra for Data Science
- Probability and statistics
- Machine learning algorithms
- Coding
- Programming languages (Python, R, SQL)
- Data structures and algorithms
- Data Visualization
- Data visualization techniques
- Storytelling with data
- Big Data Analytics (Data Science vs Data Analytics)
- Hadoop and Hive
- Spark and Pig
- NoSQL databases
- Machine Learning
- Supervised learning
- Unsupervised learning
- Reinforcement learning
- Natural Language Processing
- Text analysis
- Speech recognition
- Machine translation
- Business Intelligence
- Data mining
- Predictive analytics
- Business intelligence tools
- Data Science Projects for final year students
- Data science projects
- Data science competitions
This is just a sample syllabus, and the specific topics covered may vary depending on the course and instructor. However, this should give you a good overview of the essential topics of future of data science.
In addition to the topics listed above, data scientists also need to have strong communication and problem-solving skills. They need to be able to clearly communicate their findings to both technical and non-technical audiences, and they need to be able to identify and solve problems using data-driven methods.
If you are interested in a career in data science, there are many resources available to help you learn the skills you need. There are online courses, bootcamps, and even undergraduate and graduate programs that offer data science degrees.Is Data Science hard? With hard work and dedication, you can become a data scientist and help businesses make better decisions using data.
Tips to know to choose the Best data science course
No matter which option you choose, be sure to research the course thoroughly before enrolling. This will help you ensure that you are getting a quality education that will prepare you for a career in data science. Here are some of the factors to consider when choosing a data science course:
- Curriculum: Make sure the course covers the topics you are interested in learning about.
- Instructor: Look for an instructor who is knowledgeable and experienced in data science.
- Format: Choose a format that fits your learning style and schedule.
- Reputation: Do some research to see if the institution or platform offering the course has a good reputation.
- Cost: Consider the cost of the course and whether it is worth the investment.
What is data science course eligibility?
The eligibility criteria for data science courses vary depending on the institution offering the course. However, there are some general requirements that most programs have in common.
- A bachelor’s degree in a related field: Most data science programs require students to have a bachelor’s degree in a related field, such as computer science, mathematics, statistics, or engineering.
- Some programming experience: Data science is a programming-intensive field, so it is helpful to have some experience with programming languages such as data science projects in python, R, or SQL.
- A strong foundation in mathematics for Data Science and statistics: Data science relies heavily on mathematics and statistics, so students should have a strong foundation in Data Science subjects.
- Problem-solving and analytical skills: Data scientists are constantly solving problems and analyzing data, so it is important to have strong problem-solving and analytical skills.
- Communication skills: Data scientists need to be able to communicate their findings to others, so it is important to have strong communication skills.
Even if you do not meet all of the eligibility requirements for a data science program, you may still be able to be admitted. Many programs offer rolling admissions, which means that you can apply and be accepted even after the program has started. Additionally, some programs offer non-degree programs or free data science courses with certificate programs that may be a good option for you if you do not have a bachelor’s degree.
If you are interested in a career in data science, there are many resources available to help you get started. You can find online courses, bootcamps, and other programs that can help you learn the skills you need to be a data scientist. You can also find mentors and other professionals who can help you network and get your foot in the door.
Data science is a growing field with many opportunities for those with the right skills. If you are interested in a career in data science, there are many ways to get started.
Data science course placement
Data science course placement refers to the process of helping students find Data Science jobs after they have completed a data science course. This can be done through a variety of means, such as:
- Career fairs: Many data science programs host career fairs where students can meet with potential employers and learn about job opportunities.
- Job boards: There are many online job boards that list data science jobs. Students can search these job boards to find openings that match their skills and interests.
- Networking: Networking is a great way to find Data Science jobs. Students can network with professionals in the data science field by attending industry events, joining professional organizations, or simply reaching out to people they know who work in data science.
- Internships: Internships are a great way to gain experience and make connections in the data science field. Many data science programs offer internship programs that can help students get their foot in the door.
- Pay After Placement Data Science Course: The course is taught by experienced Data Scientists who will help you understand the concepts and apply them to real-world problems. You will also have the opportunity to work on projects that will help you build your portfolio and get noticed by potential employers.
Data science is a growing field with many job opportunities. With the right skills and experience, students who complete a data science course can find good Data science jobs in Inidia in this field.
What are the Data Science career options/jobs available after completing a data science course?
There are many career options after completing a data science course. Some of the most popular options include:
- Data scientist: Data scientists are responsible for collecting, cleaning, analyzing, and interpreting data. They use their skills to help businesses make better decisions, improve their products and services, and identify new opportunities.
- Data analyst: Data analysts work with data to identify trends, patterns, and insights. They use their findings to help businesses make better decisions and improve their operations.
- Data engineer: Data engineers build and maintain the systems that store and manage data. They work with data scientists and data analysts to ensure that data is collected, stored, and processed in a way that is efficient and effective.
- Business intelligence analyst: Business intelligence analysts use data to help businesses make better decisions. They work with data scientists, data analysts, and other stakeholders to identify and analyze data, and then communicate the findings to decision-makers in a way that is easy to understand.
- Statistician: Statisticians use statistical methods to collect, analyze, and interpret data. They use their skills to help businesses make better decisions, improve their products and services, and identify new opportunities.
- Machine learning engineer: Machine learning engineers build and maintain the systems that power machine learning algorithms. They work with data scientists and data analysts to develop and deploy machine learning models, and then monitor and maintain the models to ensure that they are performing as expected.
These are just a few of the many career options available to people with a background in data science. The specific career that you choose will depend on your interests, skills, and experience.
In addition to these specific roles, there are also many other opportunities for data scientists in a variety of industries. For example, data scientists can work in healthcare, finance, manufacturing, retail, and government. The demand for data scientists is high in all of these industries, and salaries for data scientists are typically very good.
If you are interested in a career in data science, there are a few things you can do to prepare. First, you should get a good education. There are many undergraduate and graduate programs in data science available. Second, you should gain experience. You can do this by working on data science projects, internships, or volunteer work. Finally, you should develop your skills. There are many online resources available to help you learn about data science.
With a good education, experience, and skills, you can have a successful career in data science.
What are the data science internship options?
There are many different data science internship options available, both paid and unpaid. Some of the most popular options include:
- Summer internships: These are the most common type of data science internship. They typically last for 10-12 weeks during the summer months.
- Fall and spring internships: These internships are less common than summer internships, but they can be a great way to get experience during the school year.
- Remote internships: These internships allow you to work from home. They can be a great option if you are unable to relocate for an internship.
- Freelancer: These internships allow you to work as a freelancer, it depends on the project length and deadline to complete the work.
- Long-term internship: These internships are very popular in data science experience wise, you can choose 1-year internship to get experience.
When looking for a data science internship, it is important to consider your skills and interests. You should also research different companies and find one that is a good fit for you. Here are some of the top companies that offer data science internships:
- Google: Google Data Science Certification is one of the most popular companies for Greate Lakes data science internships. The company offers a variety of internships in different locations around the world.
- Microsoft: Microsoft is another top company for data science internships. The company offers internships in a variety of areas, including data science, machine learning, and artificial intelligence.
- Amazon: Amazon is a leading e-commerce company that also offers data science internships. The company offers internships in a variety of areas, including data mining, natural language processing, and computer vision.
- Facebook: Facebook is a social media company that also offers data science internships. The company offers internships in a variety of areas, including data mining, machine learning, and natural language processing.
Here are some additional tips for finding a data science internship:
- Start early. The best internships are often filled up months in advance, so it is important to start your search early.
- Be flexible. Be willing to relocate for an internship, or be willing to work on a part-time or unpaid basis.
- Be persistent. Don’t give up if you don’t get your dream internship right away. Keep applying for internships, and eventually, you will find the right one for you.
If you are accepted for a data science internship, How to learn Data Science from experienced professionals and work on real-world projects. You will also have the chance to network with other data scientists and make connections that could lead to a full-time job after graduation.
Data science job for freshers
Data science is a rapidly growing field with many opportunities for freshers. There are a variety of Data Science jobs available, including data analyst, data scientist, and What is Data Science in machine learning engineer. Freshers can typically find entry-level Data Science jobs in these areas with a bachelor’s degree in computer science, statistics, or a related field.
To be successful in a data science job, freshers should have strong analytical and problem-solving skills. They should also be proficient in programming languages such as Python and R. In addition, freshers should be able to work independently and as part of a team.
The job market for data scientists is expected to continue to grow in the coming years. This means that there will be many opportunities for freshers to find a rewarding career in data science.
Here are some of the skills that are in demand for data science jobs:
- Programming skills: Python, R, SQL
- Statistical analysis skills
- Machine learning skills
- Data visualization skills
- Communication skills
- Problem-solving skills
Data science fresher salary with these skills, you will be in high demand for data science jobs.
Data science course with placement guarantee
Here are the top 4 data science courses with placement guarantees:
Udacity Data Science Nanodegree course
Udacity’s Data Science Nanodegree is a comprehensive course that covers all the essential topics in data science, including statistics, machine learning, and data visualization. The course also includes a capstone project that allows you to apply your skills to a real-world problem. Udacity offers a placement guarantee with this course, which means that if you don’t find a job within six months of completing the course, you’ll get your money back. To view Udacity course reviews click on the given link.
Coursera Data Science specialization course
Coursera’s Data Science specialization is a four-course program that covers the fundamentals and advantages of data science. The courses in this specialization are taught by top universities, such as Stanford and the University of California, Berkeley. Coursera also offers a placement guarantee with this specialization, which means that if you don’t find a job within six months of completing the specialization, you’ll get your money back. Data Science Masters in US is also a good option tu further pursue your career in Data Science. You can read Coursera review by clicking on the given link.
Udemy Data Science Bootcamp course
Udemy’s Data Science Bootcamp is a comprehensive course that covers all the essential topics in data science. The course is taught by a top data scientist and includes over 50 hours of video content. Udemy also offers a money-back guarantee on this course, so you can try it risk-free. Udemy reviews can be viewed by clicking on the link.
These are just a few of the many great data science courses that offer a placement guarantee. When choosing a data science course, it’s importance of Data Science to consider your budget, your learning style, and your career goals. With so many great options available, you’re sure to find the perfect course to help you launch your data science career.
Data Science Companies
The top data science companies in India and worldwide and the average salary they offer for different data science job profiles are mentioned below.
| Company | 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 lakhs - INR 27 lakhs |
|
Oracle |
INR 12.21 lakhs |
|
PayPal |
INR 18.78 lakhs |
Best Data Science Courses Online in 2023
Online data science courses have become popular recently as businesses and the education system are transitioning to online mode. An online data science course can help students/freshers to upskill when they do not have access to industry training or internships. The best data science courses online are mentioned below.
Best Data Science Courses on Udemy
Udemy data science courses are considered to be 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 | Price | Duration |
| Data Science and Machine Learning Bootcamp with R | get a discount of up to 90% on the course. | 18 hours |
| Python for Data Science and Machine Learning Bootcamp | 25 hours | |
| Machine Learning A – Z: Hands-on Python & R in Data Science | 44.5 hours | |
| The Data Science Course 2023: Complete Data Science Bootcamp | 30 hours | |
| R Programming A – Z: R for Data Science with Real Exercises | 10.5 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 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 page) | 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 Course Professional Certificate |
11 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
These course provide an introduction to the field of data science, covering topics such as data collection, data cleaning, data analysis, and data visualization. To check Edx reviews you can click on the given link.
| Courses | Provider | Fee |
| Data Science: Machine Learning | Harvard University | Free |
| Data Science: R Basics | Free | |
| Professional Certificate in Data Science | INR 72, 939 | |
| Python Basics for Data Science | IBM | Free |
| Professional Certificate in Python Data Science | INR 42,247 | |
| Professional Certificate in IBM Data Science | INR 71,393 | |
| Professional Certificate in Foundations of Data Science | University of California, Berkeley | INR 49,022 |
| MicroMasters Program in Statistics AI 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. Simplilearn reviews can be viewed by clicking on the given link.
| Course Name | Provider | 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
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.
| Program | Course fees | 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 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) |
|
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) |
|
Masters in adf Data Science in USAProgram by Northwestern School of Professional Studies |
INR 10,68,853 |
18 months (Online) |
Data Science Javatpoint
Javatpoint is a popular website for tutorials on programming languages and the latest technologies such as Data Science. It offers only written tutorials compared to other online platforms that offer video and audio lectures. Candidates who are interested to read the basics about Data Science and the latest technologies for free can check out Data Science tutorials by Javatpoint (https://www.javatpoint.com/data-science).
Which is the Best Platform for Data Science?
The following table compares the top platforms that offer online Data Science courses. These platforms are suitable for both students/freshers and working professionals.
| Parameters | Udemy | Coursera | Simplilearn | wdx |
|---|---|---|---|---|
|
Pricing |
The courses are subject to discounts of up to 90%. Students can purchase the course at a price as low as INR 455. |
Free auditing/preview tracks are available. To get a certificate, students need to pay INR 2000 – INR 5000 |
INR 30,000 - INR 50,000 |
INR 30,000 - INR 60,000 |
|
Discount Coupons |
As a part of the new student offer, students can purchase any course for 90% off. |
No |
No |
No |
|
Duration |
Less than a week or two |
Few weeks to 6 months |
Up to a year |
6 months - 1 year |
|
Coding Exercises |
Yes |
No |
No |
No |
|
Industry or College Accredited Courses |
No |
Yes |
Yes |
Yes |
|
EMI Option |
No |
No |
Yes |
No |
|
Assignments |
Yes |
Yes |
Yes |
Yes |
|
Projects |
Yes (Depends on the course level) |
Yes (Depends on the course level) |
Yes (Depends on the course level) |
Yes (Depends on the course level) |
|
Placement Assistance |
No |
No |
Yes (6 months paid subscription to IIM jobs portal) |
No |
Best Data Science Courses in India- Colleges for PG/UG/Diploma
The coming sections list out and provide details of the best data science life cycle in India. Data Science after12th can be pursued to get a professional data science degree in India.
PG Diploma in Data Science
The applicant should have a Bachelor’s degree in Science/Engineering/Business Administration/Commerce/Mathematics/Computer Applications or a Masters’s degree in Mathematics/Statistics/Commerce with 50% or equivalent passing marks to apply for a postgraduate diploma in data science.You can further pursue Phd i Data Science which is the Highest awarded degree the field.
| 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 |
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 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) |
|
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) |
|
Masters in adf Data Science in USAProgram by Northwestern School of Professional Studies |
INR 10,68,853 |
18 months (Online) |
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 lakhs |
|
BTech Data Science (VIT Vellore) |
4 years |
INR 7.83 lakhs |
|
Bachelor of Data Science (SPJSGM Data Sciecne College in Mumbai) |
3 years |
INR 58.39 lakhs |
|
BSc in Computer Science - Data Science (Guru Jambeshwar University of Science and Technology, Hisar) |
3 years |
INR 1.32 lakhs |
|
BSc in Data Science (Navrachana University, Vadodara) |
3 years |
INR 3.10 lakhs
|
|
BSc in Data Science (Techno India University, Kolkata) |
3 years |
– |
|
BSc (Hons) in Data Science (AMET University, Chennai) |
3 years |
INR 9.10 lakhs |
|
BSc in Data Science (SSPU Pune) |
3 years |
INR 5.42 lakhs
|
Top Postgraduate Data Science Programs
The following table includes the top postgraduate programs in ineuron 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 course in 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 data science course) |
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 Postgraduate Data Science Programs as per Certification Value
- As per the Analytics India Magazine (AIM) academic ranking, recruiters prefer candidates who have studied on-campus data science programs to online or distance data science programs.
- The upper edge is for those whose program structure also includes Data Science project ideas, internships, and assessments.
- The following table includes the top 10 postgraduate programs in data science/analytics as per certification value/accreditation/program structure.
| S.No. | Program Name | College/Institute/Platform |
|---|---|---|
|
1. |
MBA in Data Science & Analytics |
NMIMS Mumbai |
|
2. |
4 years |
INR 7.83 lakhs |
|
3. |
Post Graduate Program in Data Science with AI & ML |
Praxis Business School, Kolkata |
|
4. |
MBA Data Science and Analytics
MBA Business Analytics
|
Symbiosis Pune |
|
5. |
MBA Data Science and Analytics
MBA Business Analytics
|
Symbiosis Pune |
|
6. |
MSc Data Science in India |
Christ University, Bangalore |
|
7. |
MTech Data Science (Business Analytics) |
NMIMS Mumbai |
|
8. |
Post Graduate Program in Big Data Analytics |
St. Joseph College, Bangalore |
|
9. |
Master of Data Science and Artificial Intelligence in Business (MAIB) |
SPJIMR Mumbai |
|
9. |
Master of Data Science and Artificial Intelligence in Business (MAIB) |
SPJIMR Mumbai |
|
10. |
PGCP in Leadership through Data Science |
TAPMI Manipal |
|
11. |
PGDM - Big Data Analytics |
GIM Goa |
|
12. |
MTech in Data Science |
Alliance University, Bangalore |
Top Postgraduate Data Science Programs as per ROI
The following tables mention the top 10 postgraduate programs in data science/analytics with a high median Data Science salary India (placement package) to program fee ratio, highest placement packages, and good placement records.
| S.No. | Program Name | College/Institute/Platform |
|---|---|---|
|
1. |
MBA in Business Analytics |
Reva University, Bangalore |
|
2. |
PGP in Computational Data Science |
INSOFE Hyderabad |
|
3. |
Wiley Executive Program in AI for Business |
IIM Lucknow |
|
4. |
Executive PGP in Data Science |
upGrad |
|
5. |
Wiley Post Graduate Certification in AI for BFSI |
IIT Roorkee |
|
6. |
Advanced Certification in AI & Machine Learning |
E&ICT Academy, IIT Kanpur |
|
7. |
MSc Data Science |
Christ University |
|
8. |
PGCP in Leadership through DS |
TAPMI Manipal |
|
9. |
Advanced Certification in Data Analytics |
E&ICT Academy, IIT Kanpur |
|
9. |
Edvancer’s PG Program in Data Science |
UPES Dehradun |
Top Data Science Colleges in 2023
The top learnbay data science colleges as per NIRF Ranking 2022 are mentioned in the table below.
| College Name | NIRF Ranking 2022 |
|---|---|
|
Data Science, IIT Madras |
1 |
|
Manipal Academy of Higher Education, Manipal |
17 |
|
Madras Christian College, Chennai |
17 |
|
Vellore Institute of Technology, Vellore |
18 |
|
SASTRA University, Thanjavur |
49
|
|
Fergusson College, Pune |
57 |
|
Indian Institute of Science Education and Research, Bhopal |
61
|
|
Symbiosis International University, Pune |
62 |
|
Cochin University of Science and Technology, Kochi |
69 |
|
Gujarat University, Ahmedabad |
73 |
|
Sri Ramachandra Institute of Higher Education and Research, Chennai |
83
|
|
Narsee Monjee Institute of Management Studies, Mumbai |
89 |
|
PSG College of Technology, data science course in coimbatore |
101 |
|
Jain University, Bangalore |
101 |
|
JG University, Data Science course in Ahmedabad |
- |
Top Data Science Colleges in 2023
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 2023. The table below lists upcoming IIT data science certifications and programs.
| Course Name (Duration) | Course Fee | Data Science Eligibility Criteria |
|---|---|---|
|
IITM (Madras) Bsc in Data Science & Best Data Science Applications (3 – 6 years) |
INR 2.06 lakhs (approx)
|
10+2 or graduation from a recognized university |
|
IIT Madras - Diploma in Data Science (8 months) |
INR 0.70 lakhs |
2 years bachelor's degree |
|
IIT madras data Science Course & Intellipaat – Advanced Certification in Data Science and AI (7 months) |
INR 0.85 lakhs |
The admission process is based on academic background, past experience and Data Sciecne Data Science resume for freshers |
|
IIT Roorkee via Coursera – Post Graduate Certificate in Data Science & Machine Learning (6 months) |
INR 1.13 lakhs |
Anyone can apply |
|
IIT Kanpur, E&ICT Academy – Specialization Certification in Data Scientist (100+ hours)
|
INR 12.0 lakhs |
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 Data Science & Artificial Intelligence(4 years) |
INR 8.48 lakhs |
The selection will be based on JEE Advanced 2023 |
Data Science Courses by IIM
| Course Name (Duration) | Course Fee | Eligibility Criteria |
|---|---|---|
|
IIM Calcutta – Advanced Programme in Data Sciences (3 months) |
INR 3.30 lakhs |
Bachelor's degree from a recognized University, 3 years of work experience (should be currently employed). |
|
Data Science course in IIM Indore – MSc in Data Science and Management (2 years) |
INR 12.0 lakhs
|
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 lakhs |
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 lakhs |
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. |
Best FREE 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 are the best data science Books teach much more than an engineering or computer science degree at a fraction of the cost.
Best Data Science Certification Courses in India for Working Professionals
The following table talks about scope of 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 | 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 science vs 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 |
Best Data Science Courses in India for MBA Graduates
| Course | 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 Masters 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 |
|
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 data science engineer 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 in 2023.
| 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 data science free online course with 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 |
Best data science course in pune
Here is a table of the best 3 institutes for Data science course in Pune
| Institiute | Address | Contact Number |
|---|---|---|
|
Great Learning |
1182/2, Fergusson College Rd, Revenue Colony Shivajinagar, Pune, Maharashtra 411005 |
+91 20 2433 0200 |
|
ExcelR |
3rd Floor Borate Sankul Kothrud, Pune, Maharashtra 411038 |
+91 20 2446 6666 |
|
360DigitMG |
Plot No. 196, MIDC, Phase 3, Kharadi, Pune, Maharashtra 411014
|
+91 20 3405 3405 |
These institutes are all accredited and offer high-quality data science courses. They have experienced faculty and state-of-the-art facilities. The courses are designed to help you develop the Data Science skills you need to succeed in a career in data science.
Here is a brief overview of each data science courses in Pune (institute):
- Great Learning is a leading online education company that offers a variety of data science courses. Their courses are designed to be flexible and affordable, and they offer a variety of learning options, including live online classes, self-paced courses, and instructor-led workshops.
- ExcelR Data science is a leading data science training institute in India. They offer a variety of data science courses, including both online and classroom-based training. Their courses are designed to be comprehensive and practical, and they offer a variety of career support services, including resume writing help and Data Science India data science Python interview questions for Data Science freshers and preparation.
- 360DigitMG is a leading data science training institute in Pune. They offer a variety of data science courses, including both online and classroom-based training. Their courses are designed to be comprehensive and practical, and they offer a variety of career support services, including resume writing help and interview preparation.
Best data science courses in bangalore
Here is the Best Data science course institutes in Bangalore
| Institiute | Address | Contact Number |
|---|---|---|
|
360DigiTMG |
100 Feet Road, HAL 2nd Stage, Indiranagar, Bengaluru, Karnataka 560008 |
+91 80 4114 3333 |
|
ExcelR |
3rd Floor, Tower A, Prestige Shantiniketan, Outer Ring Road, Mahadevapura, Bengaluru, Karnataka 560048 |
+91 80 4090 0000 |
|
Imarticus Learning |
421, 2nd & 3rd Floor, opposite Koramangala Indoor Stadium, 6th Block, Koramangala, Bengaluru, Karnataka 560095 |
+91 80 4114 3333 |
These institutes offer a variety of Bsc data science subjects, from beginner to advanced levels. They also have experienced faculty and industry-relevant curriculum. If you are looking to pursue a career in data science, these institutes are a great option.
Here are some of the features and benefits of Data Science in each institute:
- 360DigiTMG: This institute offers a comprehensive data science curriculum that covers topics such as R, Python, machine learning, and big data. They also have a strong placement record, with over 90% of their students placed in top companies.
- ExcelR: This institute is known for its high-quality data science courses. They have a team of experienced faculty who are experts in their field. ExcelR also offers a variety of learning options, including classroom training, online training, and blended learning.
- Imarticus Learning: This institute is a leading provider of data science training. They have a wide range of courses that are Data Science course for beginners, intermediate, and advanced learners. Imarticus Learning also offers a variety of career services, such as resume writing assistance and interview coaching.
Data science course in delhi
Here is a table of the top institutes for Data science in Delhi
| Institiute | Address | Contact Number |
|---|---|---|
|
Henry Harvin Education |
12, Institutional Area, Phase-II, Dwarka, New Delhi, 110075 |
+91 11 4503 8600 |
|
Techstack Academy |
110, 2nd Floor, Sector 14, Noida, Uttar Pradesh, 201301 |
+91 120 424 2222 |
|
Analytic Square |
101, 3rd Floor, Plot No. 1, Pocket D, Vasant Kunj, New Delhi, 110070 |
+91 11 4611 1111 |
These institutes offer a variety of data science courses, from beginner to advanced levels. They also have experienced faculty and industry-relevant curriculum. If you are looking to learn data science, these institutes are a great place to start.
Here are some additional details about each institute:
- Henry Harvin Education is a leading EdTech company that offers online and offline courses on a variety of topics, including data science. The institute has a team of experienced faculty who are experts in their respective fields. Henry Harvin Education also has a strong placement record, with students placed in top companies like Amazon, Microsoft, and Google.
- Techstack Academy is a leading training institute that offers a variety of IT courses, including data science. The institute has a team of experienced faculty who are experts in their respective fields. Techstack Academy also has a strong placement record, with students placed in top companies like Infosys, Wipro, and TCS.
- Analytic Square is a leading training institute that offers a variety of data science courses, from beginner to advanced levels. The institute has a team of experienced faculty who are experts in their respective fields. Analytic Square also has a strong placement record, with students placed in top companies like IBM, Accenture, and Deloitte.
Data science course in Mumbai
| Institiute | Address | Contact Number |
|---|---|---|
|
Great Learning |
3rd Floor, Raheja Mindspace, Powai, Mumbai – 400072 |
+91 22 4007 7000 |
|
upGrad |
Plot No. 1, Shiv Sagar, Off Link Road, Andheri (East), Mumbai – 400069 |
+91 22 6744 7777 |
|
Imarticus Learning |
3rd Floor, Trendz Dwarka Telecom Nagar, Mahakali Caves Road, Andheri (East), Mumbai – 400093 |
+91 22 4033 3333 |
These institutes offer a variety of data science courses, from beginner to advanced levels. They also have a good reputation for their teaching quality and placement assistance.
Here is a brief overview of each institute:
- Great Learning is a leading online education company that offers a variety of data science courses. Their courses are designed to be comprehensive and hands-on, and they offer a variety of learning options, including live online classes, self-paced courses, and on-demand videos. Great Learning also has a strong placement record, with students placed in top companies such as Amazon, Microsoft, and Google.
- upGrad Data Science is another leading online education company that offers a variety of data science courses. Their courses are designed to be industry-relevant and practical, and they offer a variety of learning options, including live online classes, self-paced courses, and on-demand videos. upGrad also has a strong placement record, with students placed in top companies such as Flipkart, Infosys, and TCS.
- Imarticus Learning is a leading data science training institute in Mumbai. They offer a variety of data science courses, from beginner to advanced levels. Their courses are designed to be practical and hands-on, and they offer a variety of learning options, including classroom training, online training, and on-the-job training. Imarticus Learning also has a strong placement record, with students placed in top companies such as IBM, Cognizant, and Capgemini
Comparison of Data science
| Course | Full Stack Development | Data Science | Data Analyst | Digital Marketing |
|---|---|---|---|---|
|
Education |
Bachelor's degree in computer science or a related field |
Master's degree in data science or a related field |
Bachelor's degree in statistics, mathematics, or a related field |
Bachelor's degree in marketing or a related field |
|
Skills |
Programming, web development, database management, user experience design |
Data mining, machine learning, statistics, programming |
Data cleaning, data analysis, data visualization, business intelligence |
Content creation, social media marketing, search engine optimization, email marketing |
|
Responsibilities |
Develop and maintain Data Sciencewebsites, web applications, and databases |
Analyze data to identify trends and patterns, build predictive models, and develop data-driven solutions |
Collect, clean, and analyze data; identify trends, patterns, and insights; help businesses make better decisions |
Create and manage marketing campaigns, track and analyze marketing data, and measure the effectiveness of marketing strategies |
|
Salary |
$100,000-$150,000 |
$120,000-$180,000 |
$60,000-$100,000 |
$50,000-$100,000 |
|
Job outlook |
22% growth from 2020 to 2030 |
28% growth from 2020 to 2030 |
11% growth from 2020 to 2030 |
22% growth from 2020 to 2030 |
As you can see, there are some key differences between these four courses. Full stack development is a more technical field, while data science and data analysis are more analytical fields. Digital marketing is a more creative field. Ultimately, the best course for you will depend on your interests, skills, and career goals.
If you are interested in a career in technology, full stack development may be a good fit for you. If you are interested in using data to solve business problems, data science or data analyst may be a good fit for you. If you are interested in marketing and advertising, digital marketing may be a good fit for you.
Top Data Science Companies with Salary
| Company | 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 lakhs - INR 27 lakhs |
|
Oracle |
INR 12.21 lakhs |
|
PayPal |
INR 18.78 lakhs |
FAQs
A great way to get started in Data Science is to get a bachelor’s degree in a relevant field such as data science, statistics, or computer science
Data Scientist is an IT enabled job
Like most IT Data Science jobs for freshers focus on helping their organization using a particular technology, Data Scientists focus on helping their organization use of Data Science.
The fee for the course is ₹5 lakhs. The program includes both classroom learning and internship.
Traditionally, data science roles do require coding skills, and most experienced data scientists working today still code. However, the data science roadmap landscape continues to change, and technologies now exist that allow people to complete entire data projects without typing code
Data science jobs are increasing in demand as big data and technology industries grow. Find out which Data Science jobs are the hottest and how to prepare for your career. The data science industry is growing at a rapid pace.
