forecasting, policy & ethics, automation, music technology

28 Feb 2017

• Prophet is a procedure for forecasting time series data. It is based on an additive model where non-linear trends are fit with yearly and weekly seasonality, plus holidays
  https://facebookincubator.github.io/prophet/
• Will Democracy Survive Big Data and Artificial Intelligence?
  https://www.scientificamerican.com/article/will-democracy-survive-big-data-and-artificial-intelligence/
• A warning from Bill Gates, Elon Musk, and Stephen Hawking
  https://medium.freecodecamp.com/bill-gates-and-elon-musk-just-warned-us-about-the-one-thing-politicians-are-too-scared-to-talk-8db9815fd398#.grpw4uzhv
• What I’ve been up to for the past 4 years
  https://news.distrokid.com/what-ive-been-up-to-for-the-past-4-years-ef06ab9c5cd6#.tvimzpyke

Handbook, Personal Brand, git styleguide

26 Feb 2017

• The GitLab team handbook is the central repository for how the company runs
  https://about.gitlab.com/handbook/
• the complete guide to building your personal brand
  https://www.quicksprout.com/the-complete-guide-to-building-your-personal-brand/
• Udacity Git Commit Message Style Guide
  https://udacity.github.io/git-styleguide/

Deep Learning papers, Python, Cryptocurrency, Facebook A.I., Open Source

25 Feb 2017

• Most Cited Deep Learning Papers
  https://github.com/terryum/awesome-deep-learning-papers
• Google Spreadsheets and Python
  https://www.twilio.com/blog/2017/02/an-easy-way-to-read-and-write-to-a-google-spreadsheet-in-python.html
• A New Cryptocurrency For Coordinating Artificial Intelligence on Numerai
  https://medium.com/numerai/a-new-cryptocurrency-for-coordinating-artificial-intelligence-on-numerai-9251a131419a#.x22bi9f0k
• Inside Facebook's AI machine
  https://backchannel.com/inside-facebooks-ai-machine-7a869b922ea7#.mrqydh2jx
• Open Source Projects Released By Google
  https://developers.google.com/open-source/projects

C.I., Hidden Markov Models, Python, Docker, Innovation

24 Feb 2017

• Continuous Integration. CircleCI vs Travis CI vs Jenkins
  http://djangostars.com/blog/continuous-integration-circleci-vs-travisci-vs-jenkins/
• Introduction to Hidden Markov Models with Python Networkx and Sklearn
  http://www.blackarbs.com/blog/introduction-hidden-markov-models-python-networkx-sklearn/2/9/2017
• Descriptors: The magic behind attribute access in Python
  http://nbviewer.jupyter.org/github/akittas/presentations/blob/master/pythess/descriptors/descriptors.ipynb
• 3 tricks for mastering Docker with Python
  https://hackernoon.com/3-tricks-for-mastering-docker-with-python-99876412348d#.ux21pd2v7
• How to build the next Trello and sell it for $425 million or more
  https://disruptnext.com/how-to-build-the-next-trello-and-sell-it-for-425-million-or-more-589045c9bd64#.36d2wfb99

api design, Self Driving Car, Neural Networks, ML business ideas

23 Feb 2017

• Google API design guide
  https://cloud.google.com/apis/design/
• An amazing initiative, with State of the Art Self Driving Car research
  https://medium.com/@mslavescu/an-amazing-initiative-with-state-of-the-art-self-driving-car-research-576413e9086d#.dumioq1aq
• Why it’s Not Difficult to Train A Neural Network with a Dynamic Structure Anymore!
  https://medium.com/@tanaygahlot/why-its-not-difficult-to-train-neural-network-with-dynamic-structure-anymore-bc5e2f67fef0#.xzytg3h4f
• 120 Machine Learning business ideas from the latest McKinsey report.
  https://medium.com/@thoszymkowiak/120-machine-learning-business-ideas-from-the-new-mckinsey-report-b81b239f336#.abjuvca31