Data Science

This page has information and advice specific to data science. For general career things go here.

Technical Knowledge

• Statistics
• Programming
• portfolio

Workflows

• Making an Effective Analysis
• Deploying a Model Into Production

People Knowledge

• Working with Stakeholders
• When Your Data Science Project Fails

Community

• Blog
• networking
• conferences
• open source

Resources I Recommend

• Data Science Book Resources

Resources (need to take notes and sort into correct places 🏗️)

• Thinking of blogging about Data Science? Here are some tips and possible benefits. | by Derrick Mwiti | Towards Data Science
• How to Build a Data Science Portfolio | by Michael Galarnyk | Towards Data Science
• Advice on Applying to Data Science Jobs | by Jason Goodman | Medium
• How to Write a Cover Letter (Examples and Tips) | The Muse
• How to Quantify Your Resume Bullets | The Muse
• How Women Can Get What They Want in a Negotiation (hbr.org)
• Ten Rules for Negotiating a Job Offer - haseeb qureshi
• R can API and So Can You!. Empowering R Users From Analysis to… | by Heather Nolis | T-Mobile Tech | Medium
• Advice For New and Junior Data Scientists | by Robert Chang | Medium
• Data Science Foundations: Know your data. Really, really, know it | by Randy Au | Towards Data Science
• How to Work With Stakeholders as a Data Scientist | by Sam Barrows | Towards Data Science
• fast.ai – Making Peace with Personal Branding
• Blog | Lara Hogan
• The Art of Slide Design - Miss Geeky
• Overcoming social anxiety to attend user groups (itsalocke.com)
• How to Ask for a Promotion (hbr.org)
• https://www.dataquest.io/blog/data-science-project-style-guide/

Hi! ignore the following callout. In my full vault, this helps me find pages that should (or shouldn't) live on this page.