Just Build Stuff
A field guide to creating tech products from scratch.
Data & COVID-19 new
COVID-19 Data Repository Data on global Covid-19 infections, updated daily. Maintained by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University.
Understanding Vaccination Progress A report on the global state of vaccination rollouts.
Who is the most vulnerable to health-related misinformation? If your parents keep forwarding fake news, you might find this study interesting. If we know how to spot it, it’s because we’re privileged!
Mythbust
Get to know tech as it is today from people in the field.
/r/cscareerquestions What is working in tech like?
MIT Technology Review What are the latest issues in and around tech?
Find problems to solve
United Nations Sustainable Development Goals
Startup SG Accelerators Which verticals are incubators investing in?
Translate cutting-edge research
What research areas is Singapore investing and performing in? What could we translate into an enterprise solution?
Audition your ideas
Google People + AI Guidebook: Patterns Simple explanations of how to use ML in valuable, ethical ways. Comes with examples!
Figma Beautiful, animated prototypes for mobile and web applications.
Build without code new
Bubble Prototype and build mobile apps without code.
Improve your models
Use-cases to inspire your methodology, and how to augment your model(s) with more, better data.
Scrape a Webpage with BeautifulSoup Quick and dirty web scraping. Python
Generating Spotify Playlists with Unsupervised Learning Python
Mining Wikipedia Useful for data-starved NLP projects!
Deploy for free
Surge Static web publishing for Front-End Developers. Supports HTML, CSS, and JS
PythonAnywhere Host, run and code Python in the cloud. Supports Python
Heroku Deploy and run apps. Supports Node.js, Ruby, Java, PHP, Python, Go, Scala, Clojure
Ready to scale?
Amazon Web Services Free account and free tier cloud services.
Google Cloud Plaform Free trial and free tier cloud services.
Microsoft Azure Free trial and free tier cloud services.
Just do work
Explain Each Machine Learning Model at an Interview
Degrees in Data Science Should you bother getting a degree in Data Science? Can you get a foot in the door without one?
Startup SG Accelerators Get incubated!