If you are interested in learning more about Data Science, you can check out the course page for the CS109 Data Science Course at Harvard University.
Topics covered are among others:
- Pandas
- Python
- Web Scraping
- Regular Expressions
- Data Reshaping
- Data Cleanup
- Probability
- Distributions
- Frequentist Statistics
- Bias and Regression
- SVM, Decision Trees, Random Forests
- Ensemble Methods
- MapReduce
- Spark
- Bayes Theorem and Bayesian Methods
- Interactive Visualization
- Deep Networks