Links and resources
Barry Clark and his "Jekyll now" repository for creating blogs on Github pages Adit Deshpande and his blog where I got the whole idea Tool for formatting text into clean HTML - "De-Word-ify" by Matthew Bilyeu Git for RStudio and how to install it XGBoost downloadable binaries and executables for Windows Time series analysis in Python - overview with code The real Airbnb data (keeping an eye for future projects) by city The real OKCupid data (keeping an eye for future projects) Kaggle CareerCon 2018 - an online conference for novices in the field From a novice to a full-time DS job. Most upvoted post ever in that Reddit thread. Two articles in Russian on looking for a job in DS in the Bay Area. Brilliantly written + truly honest. Another article in Russian on looking for a DS/ML job in Singapore.
repo on Github https://github.com/barryclark/jekyll-now
article on installation and features - https://www.smashingmagazine.com/2014/08/build-blog-jekyll-github-pages/ </p>
https://adeshpande3.github.io/adeshpande3.github.io/projects/
https://matthewbilyeu.com/dewordify/
https://www.r-bloggers.com/rstudio-and-github/
http://www.picnet.com.au/blogs/guido/2016/09/22/xgboost-windows-x64-binaries-for-download/
http://www.blackarbs.com/blog/time-series-analysis-in-python-linear-models-to-garch/11/1/2016
http://insideairbnb.com/get-the-data.html
https://github.com/rudeboybert/JSE_OkCupid
Articles
Worth watching in full.
https://www.youtube.com/playlist?list=PLqFaTIg4myu-dNobDHQZPrD2wH27PthCG - the full playlist
https://www.youtube.com/watch?v=kBR0EtGOkzc&index=5&list=PLqFaTIg4myu-dNobDHQZPrD2wH27PthCG&t=0s
- data scientists from hiring teams in different sectors walk through CVs and profiles required
https://www.youtube.com/watch?v=X6orAXDIrds&index=6&list=PLqFaTIg4myu-dNobDHQZPrD2wH27PthCG&t=0s
- interviewing tips from Google managers
https://www.youtube.com/watch?v=5ylpmjG6t8E&list=PLqFaTIg4myu-dNobDHQZPrD2wH27PthCG&index=8&t=0s
- freelance work in DS (what is really great in this video is the amount of hours spent on competitions,
thus estimation of the effort required to get master status on Kaggle)
https://www.reddit.com/r/datascience/comments/713hnw/how_i_went_from_no_coding_or_machine_learning/
https://habr.com/post/295954/ - part 1
https://habr.com/post/310776/ - part 2
https://habr.com/post/350822/