Data Science Educational Resources
StrataScratch is a data science educational platform with over 1,000+ real interview questions from your favorite companies.
Guides
Data Project from DoorDash – Delivery Duration Prediction
Here’s a data project that has been used as a take-home assignment by DoorDash to test your data science (Python, more precisely) skills.
Nathan Rosidi -
Step-by-Step Guide to Building Content-Based Filtering
Today’s article discusses the workings of content-based filtering systems. Learn about it, what its algorithm does, and how to build it in Python.Nathan Rosidi -
Hiring in FAANG Companies and Knowing When You’re Ready
Here, we’ll talk about the hiring process of FAANG companies. We’ll also throw in some guidelines on how to tell you’re ready for a FAANG interview.Nathan Rosidi -
4 Data Collection Libraries in Python That You Should Know
When collecting data, there are four most important Python libraries you should know. We’ll show you their workings on real-life scraping data examples.Nathan Rosidi -
Here is How ChatGPT Will Help You Be a Better Data Scientist
We wanted to know how valuable ChatGPT is in data science and how it works. Here’s what we found and how you can use it as a data scientist.Nathan Rosidi -
What Does a Data Engineer Do (And What They Don’t Do)?
What does a data engineer do? How does this role differ from data scientists? What’s the salary and how to get a job? The answers await you in the article.Nathan Rosidi -
Data Science vs Machine Learning vs Deep Learning: The Difference
You never grasped the difference between machine learning and deep learning? This article will help you understand this and how they’re used in data science.Nathan Rosidi -
Data Engineer Salary and Career Prospects in 2022 and Beyond
Is it worth becoming a data engineer? We’ll have a thorough look at it in this article, including a detailed breakdown of data engineering salary in 2022.Nathan Rosidi -
The 10 Most Useful Data Analysis Tools for Data Scientists
All of these data analysis tools will help you do your job better and potentially move forward on your journey to becoming a data scientist.
Zulie Rane -
Statistics Cheat Sheet Part 02: Probability and Random Events
A beginner’s guide to Probability and Random Events. Understand the key statistics concepts and areas to focus on to ace your next data science interview.
Vivek Sankaran -
Machine Learning Algorithms Explained: Anomaly Detection
What is anomaly detection in machine learning? This in-depth article will give you an answer by explaining how it is used, its types, and its algorithms.Nathan Rosidi -
Python Data Science Projects For Boosting Your Portfolio
As Python is a critical data science skill, develop it through these five projects and build your Python data science project portfolio along the way.Nathan Rosidi -