Awesome List Updates on Jan 26, 2015

3 awesome lists updated today.

🏠 Home · 🔍 Search · 🔥 Feed · 📮 Subscribe · ❤️ Sponsor

1. Awesome Courses

Courses / Machine Learning

• CS 109 Data Science Harvard University
  • Learning from data in order to gain useful predictions and insights. This course introduces methods for five key facets of an investigation: data wrangling, cleaning, and sampling to get a suitable data set; data management to be able to access big data quickly and reliably; exploratory data analysis to generate hypotheses and intuition; prediction based on statistical methods such as regression and classification; and communication of results through visualization, stories, and interpretable summaries.
  • Lectures
  • Slides
  • Labs and Assignments
  • 2014 Lectures
  • 2013 Lectures (slightly better)

2. Awesome Ruby

Git Tools

• ginatra (⭐524) - A web frontend for Git repositories.

Profiler and Optimization

• Rbkit (⭐356) - profiler for Ruby. With a GUI.

3. Awesome Gametalks

Other Talks / TED Talks

• [2013, PAX East] Mastering Game Mechanics: Brandon DeCoster, Scott Rubin (GeekNights)

• Prev: Jan 27, 2015
• Next: Jan 25, 2015