Data Science Roadmap

Track your progress, check off concepts, and master every step of your learning journey.

25:00

Beginner Level

Overall Progress

Completed

Remaining

Milestones

Python/R Programming

Statistics (Descriptive & Inferential)

Linear Algebra & Calculus

Probability & Statistics Deep Dive (Bayes Theorem, Hypothesis Testing, A/B Tests)

Personal Notes

Data Science Roadmap

Overall Progress

Phase 1: Foundations

Phase 2: Data Manipulation

Phase 3: Data Visualization

Phase 4: Exploratory Data Analysis (EDA)

Phase 5: Machine Learning

Phase 6: Advanced Topics

Phase 7: Deployment & Projects

Phase 8: Job Preparation

Data Science Roadmap

Overall Progress

Phase 1: Foundations

Phase 2: Data Manipulation

Phase 3: Data Visualization

Phase 4: Exploratory Data Analysis (EDA)

Phase 5: Machine Learning

Phase 6: Advanced Topics

Phase 7: Deployment & Projects

Phase 8: Job Preparation

Data Science Roadmap

Overall Progress

Phase 1: Foundations0/4

Phase 1: Foundations

Phase 2: Data Manipulation0/4

Phase 2: Data Manipulation

Phase 3: Data Visualization0/4

Phase 3: Data Visualization

Phase 4: Exploratory Data Analysis (EDA)0/4

Phase 4: Exploratory Data Analysis (EDA)

Phase 5: Machine Learning0/5

Phase 5: Machine Learning

Phase 6: Advanced Topics0/5

Phase 6: Advanced Topics

Phase 7: Deployment & Projects0/4

Phase 7: Deployment & Projects

Phase 8: Job Preparation0/5

Phase 8: Job Preparation

Data Science Roadmap

Overall Progress

Phase 1: Foundations0/4

Phase 1: Foundations

Phase 2: Data Manipulation0/4

Phase 2: Data Manipulation

Phase 3: Data Visualization0/4

Phase 3: Data Visualization

Phase 4: Exploratory Data Analysis (EDA)0/4

Phase 4: Exploratory Data Analysis (EDA)

Phase 5: Machine Learning0/5

Phase 5: Machine Learning

Phase 6: Advanced Topics0/5

Phase 6: Advanced Topics

Phase 7: Deployment & Projects0/4

Phase 7: Deployment & Projects

Phase 8: Job Preparation0/5

Phase 8: Job Preparation