List: Data Science | Curated by Megan Lieu | Medium

Oct 3, 2023

27 stories

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Data Science

Eryk Lewinson
in
Towards Data Science

A step-by-step introduction to Cohort Analysis in Python

Learn how to carry out the Cohort Analysis to better understand the customers’ behavior

Mar 15, 2020

A step-by-step introduction to Cohort Analysis in Python

Mar 15, 2020

Dario Radečić
in
Towards Data Science

Machine Learning With SQL — It’s Easier Than You Think

What to do when Python is not an option. Code included.

Sep 6, 2020

Machine Learning With SQL — It’s Easier Than You Think

Sep 6, 2020

Keith McNulty
in
Towards AI

Why Is Your Data Science Resume Not Getting You Interviews?

Having screened thousands of resumés, here are a few things that make a massive difference

May 10, 2022

Why Is Your Data Science Resume Not Getting You Interviews?

May 10, 2022

Alison Yuhan Yao
in
Towards Data Science

A Comprehensive Guide to Data Science Masters Application

Data Science Undergrad Journey Part 4

Mar 21, 2022

A Comprehensive Guide to Data Science Masters Application

Mar 21, 2022

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Zita
in
Towards Data Science

7 Data Science Projects You Should Do to Make Your Resume Stand Out

Data Science projects that will help you land your dream job

Jan 4, 2022

7 Data Science Projects You Should Do to Make Your Resume Stand Out

Jan 4, 2022

Leon Wei

LinkedIn Staff Data Scientist Interview

Michael, an sqlpad mentee, just received a staff data scientist job offer from LinkedIn. Here is what the overall process looks like:

Nov 20, 2021

LinkedIn Staff Data Scientist Interview

Nov 20, 2021

Leon Wei

Walmart Labs Data Scientist Interview Case Study

Walmart Labs personalization team Data Scientist case study. Sample coding questions including Python, SQL, Machine Learning modeling.

Oct 22, 2021

Walmart Labs Data Scientist Interview Case Study

Oct 22, 2021

Rahil Shaikh
in
Towards Data Science

Cross Validation Explained: Evaluating estimator performance.

Improve your ML model using cross validation.

Nov 26, 2018

Cross Validation Explained: Evaluating estimator performance.

Nov 26, 2018

Akashdeep Singh

5 project that every data science enthusiast should do

In this article, I will share some of the more interesting projects that I have worked on. I have studied data science through books and I…

Nov 20, 2021

5 project that every data science enthusiast should do

Nov 20, 2021

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Poornachandra Sarang
in
Geek Culture

Be a Data Scientist without a Formal Education in Data Science

A quick guide to developing ML applications with no-coding

Oct 31, 2021

Be a Data Scientist without a Formal Education in Data Science

Oct 31, 2021

Philip Wilkinson, Ph.D.
in
Towards Data Science

Git and GitHub basics for Data Scientists

UCL Data Science Workshop 8: What is Git, Creating a local repository, Committing your first files, Linking to a remote repository

Dec 9, 2021

Git and GitHub basics for Data Scientists

Dec 9, 2021

Arunn Thevapalan
in
Towards Data Science

The 4 Must-Learn Data Science Courses for Absolute Beginners

“I’m overwhelmed with all the resources available; what should I do?”

Jun 14, 2021

The 4 Must-Learn Data Science Courses for Absolute Beginners

Jun 14, 2021

Chris Lindner
in
Indeed Engineering

Where do Data Scientists Come From?

What did they study? What other jobs have data scientists held?

Sep 20, 2018

Where do Data Scientists Come From?

Sep 20, 2018

Tessa Xie
in
Towards Data Science

The Ultimate Interview Prep Guide for Data Scientists and Data Analysts

What helped me interview successfully with FANG as well as unicorns

Apr 3, 2021

The Ultimate Interview Prep Guide for Data Scientists and Data Analysts

Apr 3, 2021

Terence Shin, MSc, MBA
in
Towards Data Science

5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022

A curated list of data science projects that mimic real-life problems

Oct 14, 2021

5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022

Oct 14, 2021

Anne Bonner
in
Towards Data Science

Getting started with Git and GitHub: the complete beginner’s guide

Git and GitHub basics for the curious and completely confused (plus the easiest way to contribute to your first open source project ever!)

Mar 2, 2019

Getting started with Git and GitHub: the complete beginner’s guide

Mar 2, 2019

Megan Lieu
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Hari Devanathan
Martin Liebig (Schmitz), PhD
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Chris Hoffa
Leon Wei
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