Comprehensive list of data science resources
Here we blended together the best of the best resources posted recently on DSC. It would be great to organize them by category, but for now they are organized by date. This is very useful too, since you are likely to have seen old entries already, and can focus on more recent stuff. We plan to update this reference of references on a regular basis.
June 10, 2014
- A tutorial on statistical-learning for scientific data processing
- R useful functions
- Numeric matrix manipulation: Cheat sheet for MATLAB, Python NumPy, ...
- Is there a future for Map/Reduce?
- Performance improvements for R - PDF doc
- Statistical Language Wars - Infographics
- 50 selected papers in Data Mining and Machine Learning
- Top 10 Algorithms in Data Mining
- Build your own recommendation engine with R
- A Tour of Machine Learning Algorithms
- 100+ Interesting Data Sets for Data Science
June 3, 2014
- A Tour of Machine Learning Algorithms
- 100+ Interesting Data Sets for Statistics
- Regular Expressions as used in R
- Tricking your elephant to do data manipulations
- Step-by-Step Guide to Setting Up an R-Hadoop System
- openFDA provides open APIs, raw data downloads
- Living Social: What is Your Social Graph and How is it Used?
- Signi-Trend: Detecting Significant Trends in Text
May 28, 2014
- Advanced R
- Fast out-of-core learning system Vowpal Wabbit
- Where are the Deep Learning Courses?
- 11 Data Science Research Papers
- Calling R from other applications: ZeroMQ, R, PHP, Python
- A Tour of Machine Learning Algorithms
May 3, 2014
- MLTK: Machine Learning Toolkit in Java – free download
- Python tutorials for data scientists
- Experfy, Big Data Consulting Marketplace in Harvard
- Massachusetts releases Big Data Report 2014 - PDF socument
- Visualizing supervised machine learning with association rules and ...
- Large selection of courses for data scientists
- 9 Free Books for Learning Data Mining & Data Analysis
- Reliability and Reproducibility: Fraudulent p-values through multip...
- 16 resources to learn and understand Hadoop
March 21, 2014
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