Data Science is becoming more and more popular as a career choice since it offers both lucrative salaries and the opportunity to have high impact. The Data Science interview process is challenging, but with dedicated practice you can succeed. In this video, I'll outline the 7 steps to pass any Data Science Interview. We'll go over topics like studying techniques, portfolio optimization, and interviewing tips, all of which are prominent in the modern Data Science interview pipeline. I've listed all of the resources I've mentioned both in the video description and in the associated GitHub readme. Enjoy!
Plan for this video:
https://github.com/llSourcell/Data_Science_Interview_Guide
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Step 1 - Ask yourself "Why"
Investor Insights for Inspiration
https://thesyndicate.vc/the-top-5-startup-technology-angel-investing-and-venture-capital-podcasts-in-order/
Investors to follow on Twitter
http://www.venturearchetypes.com/faq/Investors-On-Twitter-List.html
Data Stories Podcasts
http://datastori.es/
Step 2 - Create and Execute a Study Plan
Learn Data Science in 3 Months
https://www.youtube.com/watch?v=9rDhY1P3YLA
Chromebook Data Science
https://leanpub.com/universities/set/jhu/chromebook-data-science
Open Source University
https://github.com/ossu/data-science
Practice Technical Interviews
http://interviewing.io
Use Flashcards
https://www.brainscape.com/subjects/data-science
Find a Mentor
https://www.sharpestminds.com
Step 3 - Build a Portfolio
Design a resume + personal website
https://www.youtube.com/watch?v=nMK94JlKRb4
And have 3 projects on Github, one should have a web presence
Step 4 - Start Pitching for Jobs
- https://www.angel.co
- Ask friends on Social Media
- https://www.ventureloop.com/ventureloop/job_search.php (VC Portfolio companies job listings)
- https://news.ycombinator.com/
- Find recruiters using
"site:linkedin.com quora technical recruiter"
but replace quora with your company
Scheduling tool
https://calendly.com/sirajraval/
Step 5 - Complete the Interview
Study Data Science Interview Questions on Glassdoor
https://www.glassdoor.com/Interview/data-scientist-interview-questions-SRCH_KO0,14.htm
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