Library/Data-Science-For-Beginners
Library/Data-Science-For-BeginnersForked

microsoft/Data-Science-For-Beginners

Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

Builder

Microsoft

Microsoft

microsoft • big-tech

Stars

34,682

Using upstream star count

Forks

7,080

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Mar 3, 2021

Project creation date

README Summary

This is a comprehensive 10-week, 20-lesson curriculum designed to teach data science fundamentals to beginners. The course covers essential topics including data ethics, statistics, visualization, and working with various types of data through hands-on lessons and quizzes. Each lesson includes pre- and post-lecture quizzes, written instructions, solutions, and assignments to provide a complete learning experience.

AI Dev Skills

Unmapped

Data Collection and AcquisitionData Cleaning and PreprocessingExploratory Data AnalysisStatistical AnalysisData VisualizationSupervised LearningUnsupervised LearningClassification AlgorithmsRegression AnalysisClustering TechniquesFeature EngineeringModel Evaluation and ValidationPython Programming for Data ScienceJupyter Notebook Development

Tags

Data Collection and AcquisitionData Cleaning and PreprocessingExploratory Data AnalysisStatistical AnalysisData VisualizationSupervised LearningUnsupervised LearningClassification AlgorithmsRegression AnalysisClustering TechniquesFeature EngineeringModel Evaluation and ValidationPython Programming for Data ScienceJupyter Notebook DevelopmentUniversity Course MaterialsCorporate Data Science TrainingEducationAcademic Curriculum DevelopmentTabularSelf-hostedTextOpen Source Learning ResourcesBrowser/WASMData Science Education and TrainingSelf-paced Learning ProgramsDemocratization of AI/ML EducationJupyter Notebook

Taxonomy

Recent Activity

Updated 1 months ago

7 Days

0

30 Days

0

90 Days

197

Quality

production
Quality
high
Maturity
production

Categories

Learning ResourcesPrimaryEvals & BenchmarkingData Science & AnalyticsEdge & Mobile AIOther AI / MLModel Training

PM Skills

Product Discovery

Languages

Jupyter Notebook100.0%

Timeline

Project created
Mar 3, 2021
Forked
Mar 13, 2026
Your last push
1 months ago
Upstream last push
7 days ago
Tracked since
Mar 9, 2026

Similar Repos

pgvector cosine similarity · $0

Loading…