5 Steps to Pass Data Science Interviews
Skills:
Data Literacy60%
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
Please Subscribe! And Like. And comment. Thats what keeps me going.
Want more education? Connect with me here:
Twitter: https://twitter.com/sirajraval
instagram: https://www.instagram.com/sirajraval
Facebook: https://www.facebook.com/sirajology
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.p
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Uploads from Siraj Raval · Siraj Raval · 0 of 60
← Previous
Next →
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
What is Bitcoin?
Siraj Raval
5 Ways to Use Bitcoin
Siraj Raval
BTC Fever - Siraj [Music Video]
Siraj Raval
5 Reasons to Build Decentralized Apps
Siraj Raval
The Interplanetary File System
Siraj Raval
How to Build a Dapp in 3 min
Siraj Raval
Life Before Smartphones
Siraj Raval
4 Ways to Use Smart Contracts
Siraj Raval
3 Dapps You HAVE to See
Siraj Raval
Char's Life as a BitTorrent Engineer
Siraj Raval
4 Reasons AlphaGo is a Huge Deal
Siraj Raval
Build a Neural Net in 4 Minutes
Siraj Raval
Sentiment Analysis in 4 Minutes
Siraj Raval
The Hackathon Life
Siraj Raval
Your First ML App - Machine Learning for Hackers #1
Siraj Raval
Build an AI Composer - Machine Learning for Hackers #2
Siraj Raval
Build a Game AI - Machine Learning for Hackers #3
Siraj Raval
Build a Movie Recommender - Machine Learning for Hackers #4
Siraj Raval
Build an AI Artist - Machine Learning for Hackers #5
Siraj Raval
Build a Chatbot - ML for Hackers #6
Siraj Raval
Build an AI Reader - Machine Learning for Hackers #7
Siraj Raval
Build an AI Writer - Machine Learning for Hackers #8
Siraj Raval
Build a Chatbot w/ an API - ML for Hackers #9
Siraj Raval
One-Shot Learning - Fresh Machine Learning #1
Siraj Raval
Generative Adversarial Nets - Fresh Machine Learning #2
Siraj Raval
Tone Analysis - Fresh Machine Learning #3
Siraj Raval
Generate Rap Lyrics - Fresh Machine Learning #4
Siraj Raval
Build an Autoencoder in 5 Min - Fresh Machine Learning #5
Siraj Raval
Build a Self Driving Car in 5 Min - Fresh Machine Learning #6
Siraj Raval
Build an Antivirus in 5 Min - Fresh Machine Learning #7
Siraj Raval
TensorFlow in 5 Minutes (tutorial)
Siraj Raval
Build a Recurrent Neural Net in 5 Min
Siraj Raval
Build a Simulation in 5 Min
Siraj Raval
Build a TensorFlow Image Classifier in 5 Min
Siraj Raval
Tensorboard Explained in 5 Min
Siraj Raval
Generate Music in TensorFlow
Siraj Raval
Build a Game Bot (LIVE)
Siraj Raval
Deep Learning Frameworks Compared
Siraj Raval
Introduction - Learn Python for Data Science #1
Siraj Raval
Build a Neural Network (LIVE)
Siraj Raval
Twitter Sentiment Analysis - Learn Python for Data Science #2
Siraj Raval
Recommendation Systems - Learn Python for Data Science #3
Siraj Raval
Predicting Stock Prices - Learn Python for Data Science #4
Siraj Raval
Pong Neural Network (LIVE)
Siraj Raval
Deep Dream in TensorFlow - Learn Python for Data Science #5
Siraj Raval
Visualizing Data with D3.js (LIVE)
Siraj Raval
Genetic Algorithms - Learn Python for Data Science #6
Siraj Raval
Enter Siraj [Music Video]
Siraj Raval
Build a Web Scraper (LIVE)
Siraj Raval
Why is P vs NP Important?
Siraj Raval
How to Make a Neural Network (LIVE)
Siraj Raval
How to Make an Amazing Tensorflow Chatbot Easily
Siraj Raval
How to Make an Amazing Video Game Bot Easily
Siraj Raval
How to Make a Tensorflow Neural Network (LIVE)
Siraj Raval
How to Make a Simple Tensorflow Speech Recognizer
Siraj Raval
Joel Shor - Really Quick Questions with an Awesome Google Engineer
Siraj Raval
How to Make a Path Planning Algorithm Easily (LIVE)
Siraj Raval
The Best Way to Prepare a Dataset Easily
Siraj Raval
Catherine Olsson - Really Quick Questions with an OpenAI Engineer
Siraj Raval
How to Make a Tic Tac Toe Neural Network Easily (LIVE)
Siraj Raval
More on: Data Literacy
View skill →Related AI Lessons
⚡
⚡
⚡
⚡
Tokenization in LLMs — The First Step Every Language Model Takes Before Understanding Anything |…
Medium · Deep Learning
Tokenization in LLMs — The First Step Every Language Model Takes Before Understanding Anything |…
Medium · LLM
LLMs in Market Forecasting — A Quantitative Research Primer
Medium · Machine Learning
Figure out AI before the rest of the Bank does
Medium · RAG
🎓
Tutor Explanation
DeepCamp AI