Over the last several years, data science has emerged as a coveted and popular field. There is a growing demand for skilled data scientists across industries—from fintech and healthcare to agriculture, the energy sector, and beyond. So if you’re looking to learn data science, the right time is now!
Here’s a listicle of 20 popular platforms you can check out to get started on your data science journey!
Data Science Platforms
- DataCamp
- Dataquest
- 365 Data Science
- DataValley
- Udacity
- Coursera
- edX
- Udemy
- Educative
- MIT OpenCourseWare (MIT OCW)
- Kaggle
- Codecademy
- Pluralsight
- DataTalks.Club
- FreeCodeCamp
- Zero to Mastery Academy
- Cognitive Class by IBM
- Great Learning
- Analytics Vidhya
- DPhi
1. DataCamp
DataCamp is one of the best platforms to learn data science by coding your way through the curriculum. The courses contain short lectures along with interactive coding exercises and quizzes. From programming at the command line to using Tableau and PowerBI for data visualization and data storytelling, you can check out their course library to find the right course for you.
Features of the platform
- Career tracks, skill tracks, and standalone courses
- Interactive coding environment that is built into the platform
- Projects and skill assessments
- Industry-recognized Data Analyst and Data Scientist certifications
- Rich library of learning resources, such as technical tutorials, cheat sheets, and more
Pricing
DataCamp subscription starts at around $20 a month for individuals.
2. Dataquest
Dataquest is an interactive learning platform for data science fundamentals. Like DataCamp, Dataquest offers career paths, skill paths, and individual courses.
Features of the platform
- Interactive coding environment
- Text-based interface for learning concepts (instead of video lectures)
- Guided projects and tutorial library
Pricing
The annual subscription starts at $33 per month.
3. 365 Data Science
365 Data Science is one of the leading platforms in the data science education space. They offer three career tracks: Data Analyst, Data Scientist, and Business Analyst. In addition, there are individual courses covering data science fundamentals.
Features of the platform
- Video lectures
- Graded assessments
- Industry-recognized certifications
Pricing
The subscriptions start at $29 per month.
4. DataValley
With DataValley, you can learn all the facets of data: from data analysis and engineering to database optimizations. DataValley has a growing course library and a knowledge hub that houses helpful tutorials and technical articles.
Features of the platform
- Video courses including a large library of free courses
- Knowledge hub of technical tutorials, cheatsheets, and more
- Substantial access to the platform under the free tier
Pricing
DataValley has both a free tier and a subscription model. The free plan includes access to the entire resource library and all the free courses. If you’d like to access all the paid courses, then you’ll need a subscription costing $29/month.
5. Udacity
Udacity’s school of data science offers nanodegree programs in multiple areas, such as programming, data analysis, and data engineering.
Udacity runs several scholarship programs every year; most of them are open to a worldwide applicant pool. Selected candidates are enrolled in a challenging phase or preparatory course. Based on their performance in the challenge phase, a subset of the candidates are offered full scholarships to pursue the nanodegree.
In addition to the nanodegree programs, Udacity’s school of data science offers free courses on the following topics: inferential statistics, data analytics and visualization, database systems, SQL, and Spark.
Features of the platform
The nanodegree programs are structured learning paths that include the following:
- Video lectures and coding exercises
- Capstone projects required to graduate from the nanodegree program
- Project reviews, mentorship support, and career guidance
Pricing
Each nanodegree degree program typically takes around four months to complete. Udacity’s payment model starts at $399 per month; they also offer personalized discounts and scholarships.
6. Coursera
Coursera, a platform that makes learning accessible, is one of the leading platforms to learn programming and data science. With Coursera, you can learn from professors from the best universities across the world and leading tech leaders, such as Google, Meta, IBM and more.
Features of the platform
- Courses, specializations, professional certificates, and online degree programs—all of which can be pursued from the comfort of your home
- Video lectures, lecture notes, and suggested reading material
- Graded quizzes and programming assignments
Pricing
On Coursera, you can audit all courses for free. If you’re interested in getting a certificate or pursuing a specialization, you can either purchase individual courses or upgrade to a Coursera plus subscription. There are need-based financial aids available.
7. edX
Like Coursera, edX is another popular learning platform to learn data science through programs offered by big tech companies and elite universities across the globe.
Features of the platform
- Access to lectures from leading universities
- Assessments and quizzes for each module
- Verified certificate of accomplishment upon passing the final exam
Pricing
On edX each course is priced differently; most of the courses are priced in the range of $49 – $299. You can audit the courses for free, but you’ll have to pay to get a verified certificate. You can apply for financial aid to get a waiver on the course fee.
8. Udemy
Udemy is a popular e-learning platform where you can learn (almost) everything—from photography to DevOps. You can filter through the course library to check for some of the highest-rated courses in Data Science, Data Analytics, and related streams.
Features of the platform
- Lifetime access to video lectures
- Access to exercise files and (optionally) lecture slides
Pricing
During the Udemy sale, you can purchase any of the courses for $10 – $15.
9. Educative
Educative is a platform that offers online courses on topics ranging from system design and coding interviews to DevOps.
If you’re looking to learn data science, you can check out the following learning paths:
- Python for Programmers
- Python Data Analysis and Visualization
- Become a Machine Learning Engineer
- Become a Deep Learning Professional
Features of the platform
- Interactive environment
- Hands-on projects
- Assessments
- Personalized learning plans
Pricing
The subscription costs around $59 per month. Annual subscriptions are available at a lower price of $16 and $24 for the standard and premium plans, respectively.
10. MIT OpenCourseWare (MIT OCW)
If you’d like to learn data science courses offered at MIT, you can check out MIT OpenCourseWare, a free platform to access course contents.
Here are some data science courses for you:
- Introduction to Computational Thinking and Data Science
- Topics in Mathematics of Data Science
- Collaborative Data Science for Healthcare
Note: Most of these courses are at the senior undergraduate and postgraduate level, so you should be familiar with prerequisites in math and programming.
Features of the platform
- Access to lectures from professors at MIT
- Access to lecture notes and assignments
Pricing
Free
11. Kaggle
Kaggle is a platform for continual learning, whether you’re a beginner or an experienced professional. From publishing notebooks to participating in discussions and Kaggle contests, you can hone your data skills.
In addition, Kaggle Learn offers micro courses on Python, pandas, data cleaning, feature engineering, machine learning, and more.
Features of the platform
The key features of the platform include:
- Text-based courses with embedded exercises
- Suggestions for competitions related to the skills
- Projects to apply learning
Pricing
Free
12. Codecademy
Codecademy is a popular online learning platform to learn web development, data science, and cybersecurity. In the data science realm, Codecademy offers skill paths in data science foundations, data analyst with Python, ML fundamentals, and more.
Features of the platform
- Interactive coding environment
- Projects and assessments
- Text-based lessons
Pricing
Codecademy subscriptions start at $19/month.
13. Pluralsight
From the foundations of data analysis to Machine learning on the cloud, Pluralsight has a diverse course library and learning paths to choose from.
Features of the platform
- Access to video lectures
- Access to exercise files
- Skill assessment
- Resource library with in-depth guides
Pricing
Annual subscriptions cost around $149.
14. DataTalks.Club
DataTalks.Club is a global community of data science learners and practitioners. Currently, DataTalks.Club has free bootcamps in the following:
- Machine Learning Engineering
- Data Engineering
- MLOps
Features of the platform
- Graded weekly assignments
- Weekly office hours for doubt clarification
- End-of-course project that is peer reviewed
Pricing
Free
15. FreeCodeCamp
FreeCodeCamp was founded in 2014 as a platform to help people learn to code and break into tech. From full-stack development to information security, they have certifications that adhere to a structured curriculum.
In the data space, freeCodeCamp offers the following certifications:
- Scientific computing with Python
- Data Analysis with Python
- Machine Learning with Python
- Relational Database
Features of the platform
The salient features of the platform are as follows:
- Video lectures, interactive coding environments
- Several short coding challenges and five capstone projects for every certification
- Library of tutorials, technical deep dives
Pricing
The entire platform is free for learners across the globe.
16. Zero to Mastery Academy
Zero to Mastery Academy runs a Complete Machine Learning and Data Science Bootcamp with over 45 hours of content. Over several modules, the course walks the learners through the data space: from Python basics to data engineering concepts.
Features of the platform
- Access to lectures and related learning resources
- Capstone projects to build a portfolio
- Access to a global discord community
Pricing
The subscription starts at $39/month. The annual plan costs $279.
17. Cognitive Class by IBM
Cognitive Class by IBM is an interactive learning platform. From data science fundamentals to containerization and blockchain, you can find free courses on any of these topics.
Features of the platform
- Lectures and interactive quizzes
- Graded assessment at the end of each course
Pricing
About 126 courses and over 100 guided projects are available for free.
18. Great Learning
Great Learning is a platform that partners with universities across the world to offer postgraduate certificates, diplomas, and online Masters degrees.
Features of the platform
- Mentorship support
- Cohort-based online classrooms
Pricing
The postgraduate diplomas and certificate programs cost around $1900 – $13000. The online Master’s programs cost around $13000.
19. Analytics Vidhya
Analytics Vidhya offers certification programs in various facets of data science, such as, AI and ML, business analytics, and more.
Features of the platform
- Library of helpful data science tutorials authored by data science practitioners
- Free courses on Business Analytics and Tableau
- Immersive AI and ML bootcamps with job guarantee
Pricing
The free tier includes foundational courses on the basics of machine learning, Python programming, pandas for data analysis, business analytics, and Tableau. Other certifications cost around $200.
20. DPhi
DPhi is a community for individuals and teams to learn and put their data skills to practice. The learning resources offered by DPhi are varied: they offer micro courses and bootcamps along with challenges to apply data skills.
Features of the platform
- Micro courses covering specific data science topics, such as pandas and NumPy
- Community bootcamp with a structured curriculum and live sessions by experts
- Data science challenges involving real-world problems like online food delivery, smart grid, and drug recognition
Pricing
Free
Conclusion
I hope you found this listicle of different data science platforms useful. If you’re looking for a guided learning path, check out the data science roadmap from DataValley. Happy learning!
