The demand for courses in data science has grown over the last few years. According to a study, demand for candidates pursuing B.Tech in Data Science had risen to 417 per cent in 2018. This trend doesn’t stop here. In 2020 this trend observed a significant increase expected that over 11.5 million new jobs will be created for Data Science course students by 2026. To make a career in this industry like data scientists, students need to pursue either online courses and certifications in Data Science or go for degree programmes in data science. The best data science courses online not only make students an expert but also enhance their resumes with certificates.
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Individuals can choose the best courses in data science as per their learning requirements, qualifications, and budget. Read on and get an idea about more than 30 Data Science courses that a student can opt for. For those who want to pursue full-fledged online programs, take a look at our list of online degree courses and online diploma courses that can help them to build a better foundation in a specific field.
Let us have a look at some of the important data science courses offered by the top online learning platforms and institutions worldwide.
Course | Offered By | Duration |
---|---|---|
M.Sc in Data Science | Manipal Academy of Higher Education (MAHE) | 24 months |
Fundamentals of Scalable Data Science | IBM via Coursera | 4 weeks |
Data Science MicroMasters Certification | UC SanDiego on edX | 10 months |
Professional Certificate in Data Science | Harvard University on edX | 1 year 5 months |
Introduction to Data Science | Metis | 6 weeks |
The Data Science Course 2021: Complete Data Science Bootcamp | Udemy | Self-paced |
Master of Applied Data Science | School of Information, University of Michigan, Ann Arbor via Coursera | 1 -3 years |
Machine Learning Course A-ZTM: Hands-On Python & R in Data Science | Udemy | 15 hours |
Data Manipulation at Scale: Systems and Algorithms | University of Washington via Coursera | 4 weeks |
Statistics with R Certification from Duke University on Coursera | Duke University via Coursera | - |
Data Science A-Z™: Real-Life Data Science | Udemy | Self-paced |
Data Science for Smart Cities | Purdue University, West Lafayette via Edx | 16 weeks |
Advanced Data Science Certificate Program | Rotman School of Management, University of Toronto, Toronto via Jaro Education | 10 Months |
Data Science Specialisation | John Hopkins University via Coursera | Approx. 11 months |
Data Science for Business Leaders | Udacity | 8 weeks |
Become a Data Scientist | Udacity | 8 weeks |
Data Science Online by Berkeley Executive Education | University of California, Berkeley | 10 weeks course with a recommendation of 6-8 hours/week |
Professional Certificate in Foundations of Data Science by BerkeleyX on edX | University of California, Berkeley via Edx | Self-paced |
Collaborative Data Science for Healthcare | MIT, Cambridge via Edx | 12 weeks |
Data Scientist | Codecademy | 35 weeks |
Data Scientist Career Path for Beginners | Codecademy | 35 weeks. |
Certified Data Scientist Course | Data mites | 6 months |
Statistics for Data Science | Data mites | 6 months |
Data Science: Productivity Tools certification course | Harvard University, Cambridge via Edx | 8 weeks |
Data Science Ethics | University of Michigan, Ann Arbor via Edx | 4 weeks |
Data Science for Business Innovation | Polytechnic University of Milan, Milan, EIT via Coursera | 4 weeks |
Master of Data Science | National Research University Higher School of Economics, Moscow via Coursera | 24 months |
Tools for Data Science | IBM via Coursera | 4 weeks |
Master of Science in Data Science | Liverpool John Moores University, Liverpool , IIIT Bangalore via upGrad | 18 months |
Post Graduate Certificate Program in Data Science & Machine Learning (PGCP-DSML) | IIT Roorkee via TSW (Times Professional Learning) | 11 Months |
Data Science for Engineers | IIT Madras via Swayam | Self-paced |
B.Sc in Programming and Data Science | IIT Madras via Swayam | 3 years |
Note: The above data is collected and compiled by the Careers360 team.
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1. M.Sc in Data Science
This is one of the best data science courses offered by Manipal Academy of Higher Education (MAHE). The course integrates the principles of statistics, mathematics, and domain-specific areas to provide analytical skills. It also equips learners with the knowledge and skills essential to excel in the rapidly evolving field of data science.
Offered by: MAHE
Duration: 24 months
2. Fundamentals of Scalable Data Science
This is one of the best courses in data science offered on the Coursera platform. This best course for data science is designed by IBM. In this data science certification, you will learn the most crucial and core topics of data science such as Apache Spark, Pyspark, Python, preprocessing of data, and more. You can audit this beginner’s level program for free. For certification, you will have to pay a specific amount.
Offered by: IBM via Coursera
Duration: 4 weeks
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3. Data Science MicroMasters Certification
This is an online version of a Master’s degree in data science. This one of the best data science courses online training helps in the overall understanding of mathematical and computational tools used to make data-driven predictions. This Data Science online course covers a wide range of topics such as Python for Data Science, Big Data Analytics using Spark, and more. By the end of this best data scientist course, you will learn to make reliable statistical inferences and visualize complex data using tools taught in the lectures.
Offered by: UC SanDiego on edX
Duration: 10 months
4. Professional Certificate in Data Science
This is one of the best data science certifications offered by Harvard. This data science complete course covers all the fundamentals of the R programming language. This data science certification also covers a wide range of topics including R Basics, Probability, Inference, Visualization, Wrangling, Machine Learning, and Productivity Tools. Students will learn to implement machine learning algorithms and will get introduced to tools such as GitHub, Linux, and RStudio.
Offered by: Harvard University on edX
Duration: 1 year 5 months
5. Introduction to Data Science
This data science training course is not just an introduction to data science but is also one of the best data science online courses as it covers all the significant topics in the data science process. The curriculum of this data science course includes topics like advanced model evaluation, supervised/unsupervised learning, exploratory data analysis, and other data pipelines.
Offered by: Metis
Duration: 6 weeks
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6. The Data Science Course 2021: Complete Data Science Bootcamp
This is amongst the top data science courses online for beginners from Udemy. This data science training course will cover the basic skills you will need to become a data scientist. You delve into the core aspects of data science and its applications in real-life business. Designed and instructed by the educators from 365 Careers, this data science certification covers topics such as machine learning, deep learning, Python, Tableau, data visualization, advanced statistics, and more.
Offered by: Udemy
Duration: Self-paced
7. Master of Applied Data Science
If you are looking to gain a master's degree, this is one of the best courses in data science to learn data science online. You will delve into Machine learning as well as many programming languages, data ethics, and more in this best course for data science.
Offered by: School of Information, University of Michigan, Ann Arbor via Coursera
Duration: 1 -3 years
8. Machine Learning Course A-ZTM: Hands-On Python & R in Data Science
This one of the best data science courses online training is like a fun journey during which you can explore a lot about machine learning with Python and R. This data science certification course is designed with a step-by-step approach to making concepts easy to understand. This best course for data science has various tutorials to develop new skills and improvise existing data science skills.
Offered by: Udemy
Duration: 15 hours
9. Data Manipulation at Scale: Systems and Algorithms
This is another one of the best data science courses online that will take you through the crucial systems, their functions as well as their principles. You will also learn about the history and context of data science, the skills, and challenges required, and. You will also get real-life experience as you take on data science projects in this data science certification.
Offered by: University of Washington via Coursera
Duration: 4 weeks
10. Statistics with R Certification from Duke University on Coursera
Take this one of the best courses in data science which covers everything about Bayesian statistics, Inferential Statistics and Probability, Data, and linear regression and modelling. No prior experience is required for this beginner-level data science complete course.
Offered by: Duke University via Coursera
Duration: Approx. 7 months
11. Data Science A-Z™: Real-Life Data Science
This is another one of the best data science online courses from Udemy. This data science training course goes in-depth into important aspects of data science. You will learn about data analytics, preparation of the data for presentation and analysis, data visualization and modelling, and more.
Offered by: Udemy
Duration: Self-paced
12. Data Science for Smart Cities
This is one of the best data science courses online created by Purdue University. This short, self-paced online data science training course is for intermediate learners. You will learn how to use scientific techniques and tools for the analysis, inference, and prediction of large-scale data. You will be handling Data from city networks as well as other sources (mobile phones, social media, GPS vehicular data, and more.
Offered by: Purdue University, West Lafayette via Edx
Duration: 16 weeks
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13. Advanced Data Science Certificate Program
One of the best institutes in the world, the University of Toronto through its Rotman School of Management offers this advanced data science courses online. You can access this one of the best data science related courses through the platform Jaro Education. This is one of the best immersive as well as innovative data science courses online. This data science course online certification is catered toward brilliant students who want to learn about data analytics tools and strategies, and more.
Offered by: Rotman School of Management, University of Toronto, Toronto via Jaro Education
Duration: 10 Months
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14. Data Science Specialisation
This is another one of the best data science courses online offered by the elite John Hopkins University via Coursera. This data science training course takes you through the entire data science pipeline. Also in the final Capstone Project, you get to use your acquired skills and build a powerful portfolio showcasing your ability to build a data product using real-world data.
Offered by: John Hopkins University via Coursera
Duration: Approx. 11 months
15. Data Science for Business Leaders
Udacity is a reputed platform for providing quality education. This is one of the top data science related courses from Udacity that delves into the business applications of data science. You learn about the human capital in data science as well as business cases in Data science. You will learn about Machine learning.
Offered by: Udacity
Duration: 8 weeks
16. Become a Data Scientist
Take this one of the best data science courses online training created by Udacity to build an exceptional portfolio. In this data science course online certification, you will not only master the crucial skills (how to design experiments, how to run data pipelines, how to build recommendation systems, how to deploy solutions to the cloud, and more) to become a Data Scientist but also work on projects designed by top industry experts.
Offered by: Udacity
Duration: 8 weeks
Also Read: B.Tech in Data Science and Engineering - Courses, Admission, Eligibility, Fees
17. Data Science Online by Berkeley Executive Education
This eight-module data science training course is specifically designed for mid-level to senior managers who want to learn data science online. This one of the data science online courses will teach you the foundation of mathematical and statistical concepts and advanced topics like forecasting machine learning, building effective data science teams, and more.
Offered by the University of California, Berkeley
Duration: 10 weeks course with a recommendation of 6-8 hours/week
18. Professional Certificate in Foundations of Data Science
This one of the courses in data science will teach you to combine data with Python programming skills. Learn data science online with the best data scientist course which gives you a new dimension to think critically and explore problems in everyday life.
Offered by: University of California, Berkeley via Edx
Duration: Self-paced
19. Collaborative Data Science for Healthcare
Learn data science with online courses in data science offered by the prestigious MIT. This data science certification focuses on the role of data in healthcare operations. You will learn about the different data science tools used in healthcare. There will also include hands-on workshops, numerous exercises, and more. This data science training course is ideal for engineers/computer scientists, clinicians, and others.
Offered by: MIT, Cambridge via Edx
Duration: 12 weeks
Cost: Free
20. Data Scientist
This is one of the best data science courses online with certificates offered by the Codecademy platform. This best course for data science is suitable for beginners. The course delves into a comprehensive understanding and guidance in the field of “Data science”. The syllabus of this best data scientist course will include Data visualization, Natural language processing, Data wrangling and tidying, Data analysis portfolio project, Python fundamentals, Data acquisition, portfolio project, Hypothesis testing, Communicating data science findings, and more.
Offered by: Codecademy
Duration: 35 weeks
21. Data Scientist Career Path for Beginners
This data science certification helps you to get a grip on data analysis with SQL and Python. Starting from the basics, you will learn NumPy, Pandas, analysis techniques, and data visualization on real-world data. This is one of the best courses in data science for beginners where you can join as an absolute fresher and finish the course as a professional.
Offered by: Codecademy
Duration: It is estimated to get completed in 35 weeks
22. Certified Data Scientist Course
If you are looking for a great certification, then this is one of the best data science courses online for you. You explore in-depth topics such as Machine Learning, Statistics, Business Domain Knowledge, and more to become a qualified professional. Focussing on Python, this course is ideal for professionals working with R. Throughout the course, you will receive expert guidance from elite professors and mentors via theoretical lessons and 10+ industry-related projects.
Offered by: Data mites
Duration: 6 months
23. Statistics for Data Science
This is another one of the top data science courses online from the Data mites platform. This best course for data science takes you through the field of statistics. This is a crucial aspect if you wish to become a data scientist. You will get to apply statistics concepts in real-life case studies on the python platform. Some of the crucial topics are descriptive statistics, EDA, harnessing data, inferential statistics, regression, correlation, and more.
Offered by: Data mites
Duration: 6 months
24. Data Science: Productivity Tools certification course
You are a pro if you know how to work the tools. This is one of the top data science courses online that can help you learn to use tools such as RStudio, git, GitHub, Unix/Linux, and more. You will learn different techniques on how to use Linux, Unix tools for managing the data files as well as the directories, the use of git for keeping track of the reports and files, R functions, and more.
Offered by: Harvard University, Cambridge via Edx
Duration: 8 weeks
25. Data Science Ethics
One of the best courses in data science for beginners as well as experienced professionals, this Data Science Ethics certification course by the University of Michigan teaches you the concepts such as data sharing, privacy ethics, algorithmic decision-making, and more. You focus on ethics that are implicated with data science. Because the concept of ethics is crucial. They are the principles with which you decide what is right and wrong. So this best data scientist course is not just about the practical use of data science with tools and techniques. It heavily emphasizes ethics which is the foundation of the law.
Offered by: The University of Michigan, Ann Arbor via Edx
Duration: 4 weeks
26. Data Science for Business Innovation
In this data science course, you learn about crucial topics in data science such as data communication, data valorization, machine learning, big data, and more. You will learn about different data science tools and techniques, terminology, success stories, etc. Not only will you go in-depth into the technical aspect through semi-supervised, unsupervised, and supervised techniques, but also you will focus on regression, clustering and classification methods, and prescriptive, predictive and descriptive analytics. After successful completion of this one of the best data science courses online with certificates, you will comprehend the different functions and impact of NoSQL data models as well as that of scalable cloud-based computational platforms.
Offered by: Polytechnic University of Milan, Milan, EIT via Coursera
Duration: 4 weeks
27. Master of Data Science
HSE University, one of Russia’s leading educational institutes, has created these data science courses online. This elite university has been ranked by Forbes in the list of "Universities for the Future Elite: 100 Best Russian Universities.” You will learn to be a great Data Scientist using Python, Github, and more.
Offered by: National Research University Higher School of Economics, Moscow via Coursera
Duration: 24 months
28. Tools for Data Science
This Tools for Data Science certification takes you through tools such as Jupyter Notebooks, JupyterLab, Git, GitHub, RStudio IDE, and more. Offered by IBM, this is a beginner-level data science certification with quite flexible deadlines. At the end of the data science complete course, you will create a final project which will demonstrate your skills and proficiency. One of the perks is that you gain a certification (if you pay for the full course) and you can use it in your professional profiles (LinkedIn) and resume.
Offered by: IBM via Coursera
Duration: 4 weeks
Cost: Free
29. Master of Science in Data Science
This M.Sc Data Science course is offered by dual collaboration with IIIT Bangalore and Liverpool John Moores University LJMU (ranked as one of the top institutes for Data Science in the UK). This data science training course gives you a fundamental and practical understanding of Deep Learning, Data Engineering, Natural Learning Processing, Business Intelligence, Data Science Generalist, Business Analytics, and more. You will also learn crucial skills such as Predictive Analytics using Python, Machine Learning, Statistics, Data Visualization, Big Data Analytics, and more.
Offered by: Liverpool John Moores University, Liverpool, IIIT Bangalore via upGrad
Duration: 18 months
30. Post Graduate Certificate Program in Data Science & Machine Learning (PGCP-DSML)
This 11-month online data science course from IIT Roorkee teaches you eight advanced tools (Python, TensorFlow, Keras, and more.) Through interactive audio-visual mode and live sessions, you will get over 450 hours of extensive training and experience (portfolio-worthy projects).
Offered by: IIT Roorkee via TSW (Times Professional Learning)
Duration: 11 Months
31. Data Science for Engineers
This Data Science for Engineers course is for eight weeks. Through periodic assignments, and end-of-term offline exams you gain certification. Core subjects taught include Big data, Data Science. programming language R, mathematical foundations for data science, study data science algorithms, along with case studies. One of the big perks is that major organisations such as Ford, ABB, Honeywell, Gyan Data Pvt. Ltd., etc. recognise this programme.
Offered by: IIT Madras via Swayam
Duration: 8 weeks
32. B.Sc in Programming and Data Science
This Bachelor of Science in Programming and Data Science from IIT Madras is for three years. However, there are options one can take. There are three levels - Foundation course, Diploma level, and Degree level. So you can take the foundation courses which will be offered each term and if you wish to discontinue after a specific term, you will gain certifications for the foundational courses you completed. If you wish to gain a diploma, then you will have to continue the course for longer. For a degree, you need to complete 3 years (or up to 6 years, depending on your pace).
Offered by: IIT Madras
Duration: 3 years
One can’t get away from Data Science. Regarded as one of the most lucrative roles in recent years, a data scientist is someone all industries seek after. Because all industries have to deal with enormous amounts of data. A data scientist is a person they can rely on. Are you one? Do you wish to be an exceptional professional? The above-mentioned data science courses must have given you a better understanding of the proliferation of top data science courses out there. Take your time. Go through the syllabus of courses in data science. Then take some of these best data science certification courses and online forge an amazing career!
It is ok to have confusion over choosing the ideal course. Take a look at our online course comparison to have better clarity in choosing the best Data Science courses for your career.
To become a Data Scientist, you should have a broader set of skills that should include a thorough knowledge of Python, Tableau, and RStudio as an Integrated Development Environment (IDE). In-depth knowledge of Hadoop will be appreciated.
Experienced Data Scientists can make around 10-12 lakhs per annum.
Though data scientists are in demand in all the sectors, the finance and insurance industry followed by scientific and technical services pays them the most for their high demand in the industry.
Top companies like Microsoft, Oracle, Facebook, Amazon, Google, and Apple hire Data Scientists.
Yes, a data science aspirant should be familiar with statistics. Basic knowledge of calculus and linear algebra is also required.
To opt for regular courses in Data Science, you must have knowledge of school-level subjects like Mathematics, Statistics, and more. The minimum data science eligibility criteria in India is anyone who is from a STEM background (Science, technology, engineering, and mathematics).
To keep up with the current trend, a Data Scientist should at least know the following algorithms:
Naïve Bayes
Logistic Regression
Random Forest
K-Nearest Neighbours
Support Vector Machines
Python is preferred over R in Data Science as data analysts may get tasks integrated with a web application. R is a statistical language and should be done for statistical learning.
Interestingly, digital platforms are preferred more over University or College. You can learn Data Science from various online platforms by taking courses and learn at your pace. The finest way to learn Data Science is learn-by-doing. Self Teaching is the best when it comes to polishing your skills.
Application Date:05 September,2024 - 25 November,2024
Application Date:15 October,2024 - 15 January,2025