By Hyperskill with JetBrains Academy
Gain foundational skills in data science, including Python programming, statistics, data analysis, and machine learning, through hands-on, project-based learning.
Hyperskill’s data science path is beginner-friendly, project-focused, and up-to-date, but some find auto-grading strict and IDE integration occasionally clunky. Good value for those seeking hands-on learning.
Covers Python, statistics, data analysis, and ML with real projects; content and projects refreshed for 2024, but depth is limited for advanced learners.
Clear, modular lessons with instant feedback; lacks live teaching, but explanations are concise and practical for self-paced learners.
Interactive browser-based and IDE workflows; some users report strict auto-grading and IDE sync issues, but overall smooth for most.
Annual plan at $400 is higher than some competitors; value comes from hands-on projects and JetBrains IDE integration, with 7-day refund policy.
Learners build practical skills and a portfolio of real projects; strong for beginners, but job-readiness may require further study.
You want hands-on, self-paced data science learning with practical projects
Best for beginners who prefer learning by doing and value integration with JetBrains tools.
You need live teaching, peer support, or a low-cost option
Not ideal if you want instructor-led sessions or a more budget-friendly course.
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