DataTalks.Club cover image

DataTalks.Club

The ABC’s of Data Science - Danny Ma

Feb 26, 2021
01:25:49

Did you know that there are 3 types different types of data scientists? A for analyst, B for builder, and C for consultant - we discuss the key differences between each one and some learning strategies you can use to become A, B, or C.


We talked about:


  • Inspirations for memes 
  • Danny's background and career journey
  • The ABCs of data science - the story behind the idea
  • Data scientist type A - Analyst 
  • Skills, responsibilities, and background for type A
  • Transitioning from data analytics to type A data scientist (that's the path Danny took)
  • How can we become more curious?
  • Data scientist B - Builder 
  • Responsibilities and background for type B
  • Transitioning from type A to type B
  • Most important skills for type B
  • Why you have to learn more about cloud 
  • Data scientist type C - consultant
  • Skills, responsibilities, and background for type C
  • Growing into the C type
  • Ideal data science team
  • Important business metrics
  • Getting a job - easier as type A or type B?
  • Looking for a job without experience
  • Two approaches for job search: "apply everywhere" and "apply nowhere"
  • Are bootcamps useful?
  • Learning path to becoming a data scientist
  • Danny's data apprenticeship program and "Serious SQL" course 
  • Why SQL is the most important skill
  • R vs Python
  • Importance of Masters and PhD


Links:


  • Danny's profile on LinkedIn: https://linkedin.com/in/datawithdanny
  • Danny's course: https://datawithdanny.com/
  • Trailer: https://www.linkedin.com/posts/datawithdanny_datascientist-data-activity-6767988552811847680-GzUK/
  • Technical debt paper: https://proceedings.neurips.cc/paper/2015/hash/86df7dcfd896fcaf2674f757a2463eba-Abstract.html


Join DataTalks.Club: https://datatalks.club/slack.html

Get the Snipd
podcast app

Unlock the knowledge in podcasts with the podcast player of the future.
App store bannerPlay store banner

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode

Save any
moment

Hear something you like? Tap your headphones to save it with AI-generated key takeaways

Share
& Export

Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more

AI-powered
podcast player

Listen to all your favourite podcasts with AI-powered features

Discover
highlights

Listen to the best highlights from the podcasts you love and dive into the full episode