The Data Science Job Market is Disappearing (Updated in 2025)
We analyzed the data science job market and found a 26% year-over-year drop in data scientist job openings from October 2021 to October 2022.
Published February 5, 2025
Blog
Software Engineering vs Machine Learning (Updated for 2025)
In this guide, we’ll define machine learning engineer vs. software engineer, explore their key differences, and highlight where the two fields intersect and overlap.
Published February 4, 2025
How to Prepare for a Data Engineer Interview (Updated in 2025)
We’ve put together this guide, which features everything you need to know about how to prepare for a data engineer interview.
Published February 4, 2025
What Is a Machine Learning Scientist? (Updated for 2025)
This article explains the machine learning scientist role, highlighting how it differs from data scientists and focuses on research and development of ML methods and algorithms.
Published February 4, 2025
How Much Math is Involved in Data Science? (Updated in 2025)
Ever wondered how much math is involved in data science? This article explores the key math concepts you need and how they’re used in real-world data science jobs.
Published February 4, 2025
Top 15 Google SQL Interview Questions (Updated for 2025)
We cover what you need to know about Google SQL interview questions, how they align with various Google roles, and SQL practice problems to help you prep.
Published February 4, 2025
The New Grad Guide on Landing a Data Science Job: Roadmap for 2025
In this article, we explore how to break into new grad data science jobs, even without a Ph.D. or master’s degree. Learn from real experiences and get practical tips to land your first role in the field!
Published February 3, 2025
How to Use Hugging Face Datasets
Hugging Face Datasets is a powerful library that simplifies the process of accessing and working with a wide variety of datasets for AI and machine learning tasks. Let's explore the key steps of using Hugging Face datasets and some best practices to make
Published February 2, 2025
Product Manager Interview Questions: A Comprehensive Guide
In this comprehensive guide, we'll cover the most common product manager interview questions, provide strategies for answering them, and offer tips to help you ace your interview.
Published February 2, 2025
How to Optimize SQL Query with Multiple JOINs (Complete Guide Updated in 2025)
In this article, we'll discuss optimization strategies to tackle SQL multiple joins efficiently. But first, let's explore common challenges in query optimization.
Published February 1, 2025
Top 17 Python Projects for Your Resume (Updated for 2025)
In this article, we have curated an extensive list of Python projects perfect for enhancing your Python resume and showcasing your skills to employers.
Published February 1, 2025
Master’s in Data Science Salary (Updated for 2025)
This article compares data science bachelor’s vs. Master's in Data Science salary and provides insights on weighing the pros and cons of each degree.
Published February 1, 2025
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