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Data Science · Interactive Learning
Kaggle Learn (Free Micro-Courses)
Kaggle Team · 2024
🆓 FreeBeginner★★★★0 pages
15+ free micro-courses with hands-on coding exercises. Topics: Python, Pandas, ML, Deep Learning, SQL, Feature Engineering, NLP.
Why you should read this
Learn by doing in a browser — no setup needed. Each course takes 4-8 hours with certificates.
Learn by doing in a browser — no setup needed. Each course takes 4-8 hours with certificates.
Key Topics
Chapters (5)
1Python10 key concepts
Syntax, functions, lists, strings, loops
2Pandas14 key concepts
DataFrames, indexing, grouping, merging
3Data Visualization10 key concepts
Seaborn, line/bar/scatter/distributions
4Intro to Machine Learning8 key concepts
Decision trees, random forests, validation
5Intermediate ML12 key concepts
Missing values, categorical variables, pipelines, XGBoost
Real-World Applications
- Competition data science
- Job interview prep
- Portfolio building
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