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data-science-ii.md

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Data Science II Specialization

Expand beyond Computer Science into Statistics, Probability and Data Science

Note: The data science specializations are more involved and will require more effort than some of the other specializations.

Courses Status Evidence
Big Data
Statistics for Applications
Data Science
Convex Optimization
Probabilistic Systems Analysis and Applied Probability
Hadoop
Reading Status Evidence
Think Complexity
Matplotlib Tutorials
The Quest for Artificial Intelligence
Multiagent Systems
scikit-learn
Differential Equations in Data Science
A Course in Machine Learning
Probabilistic Programming and Bayesian Methods for Hackers
Practice Status Evidence
Do 10 problems (of your choice) on Rosalind
Complete one competition of your choice from Crowd Analytix
Complete one Bot Programming Competition on CodinGame
Complete one competition of your choice on Kaggle
Complete the Hackerrank Artificial Intelligence Challenges
Complete one competition of your choice from Crowd Analytix
Complete one competition of your choice from Analytics Vidhya
Complete one competition of your choice from Driven Data
Do 20 problems (of your choice) on Rosalind
Complete one Bot Programming Competition on CodinGame
Complete one competition of your choice on Kaggle
Capstone Status Evidence
Create a website highlighting what you learned and built during this tier. Use this as an opportunity to create a portfolio of your projects, notes, blog posts, etc.