Nick Singh | The Data Science Guy 📕
@NickSinghTech
Author of Ace the Data Science Interview. Free Book Preview 👇 http://bit.ly/AceInterviewCourse Founder of http://DataLemur.com (SQL Interview Prep) Ex-Facebook
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🚨 DataLemur is LIVE! 🚨 Solve 50+ SQL Interview questions from companies like Facebook, Amazon, and Google for FREE! Even if you aren’t on the job hunt, DataLemur is still a great place to practice your #SQL skills on tricky problems: datalemur.com
“couldn't find an internship so I built an AI Robot Hand” Creating portfolio projects is an amazing way to stand out on the job hunt but I've never seen someone do a project as well as Alan Lu & his robot hand! Want your portfolio project to stand out too? Here's 3 tips 🧵
The road to success is paved with actions, not intentions.
Find Fake News with Google's BERT model, and break into NLP at the same time!
When Facebook interviewed me, they asked a classic question: "Tell Me About Yourself?" Watch me apply the 3P Framework (Past, Present, Phuture) to craft the perfect answer which convinced Facebook that I was BORN for the job! (and yes, I got the hired!)
Talked to Sam Altman from OpenAI, here’s what he looks for when hiring Data Scientists & MLEs: - ML Basics: 20% - Past Research: 20% - Coding Ability: 35% - Product Sense: 5% - Luck: 10% - Skill: 20% - Concentrated Power of Will: 15% - Reason to Remember The Name: 100%
Data Science portfolio projects DON'T have to be technically complex to be impressive! You don't need fancy Deep Learning to answer "What's the most popular car brand in Hip-Hop? But the project leads to cool data visualizations that will be sure to catch people's attention!
Data Science Interview Questions Be Like:
3 SQL Games that will take your SQL skills to the next level 🧵👇
How should the interview process change, to adapt to the rise of AI/LLMs/chatGPT?
This is why top Tech & Data jobs have tough technical interviews covering coding, SQL, stats, probability, etc, and it'll only get more rigorous over time. A college degree from a "good" UC school doesn't mean much.
The UCSD math department administered a test to 138 students in a remedial math class, and 25% of them got this question wrong:
Sent a cold email, but got no response?? DO THIS 👇
Every industry has that 1 book that will teach you 90% of what you need to know. What is the single best book for your industry?
It's so SAD that the #1 most-asked interview question is the same one I see sooooo many people answer poorly. Most people wing their answer, and don't realize there are levels to this game!
1:1 Networking with top execs & leaders in your field is overrated. They’re usually too busy to help, and their advice is usually not applicable. Instead, try to learn from people just 1-2 steps ahead of you! They were recently in your shoes, and thus give better guidance!
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