How We Oversaturated the Data Science Job MarketYou thought you’d develop ML models and earn serious money. Instead, you’re still looking for a data science job four years later. We’ll…1d agoA response icon11d agoA response icon1
Published inLevel Up CodingPolars vs Pandas: Benchmarking Performance With Real DataComparing Pandas and Polars using a real Uber business modelling task - here’s who came out faster (and by how much).6d ago6d ago
Published inData Science CollectiveThe tools I use to automate my entire data science workflowA step-by-step breakdown of AI tools that automate data exploration, visualization, coding, and app development.Jun 28A response icon6Jun 28A response icon6
You Got an ML Job. So Why Are You Writing SQL?You thought you’d train models, but now you’re writing SQL. This article explains why and how to shift your role toward real machine…Jun 26A response icon3Jun 26A response icon3
Published inLevel Up CodingHow to Use PCA in R to Simplify High-Dimensional DataA hands-on guide to using PCA in R with DoorDash data — cleaning, visualising, and modelling compressed dimensions that actually make…Jun 18Jun 18
LLM Career: Practitioner vs. Researcher PathThere are two main approaches to learning LLMs if you already have ML experience. We explore them in this article and give suggestions on…Jun 13Jun 13
The Only Data Project List You’ll Ever Need (For All Levels)Data analytics projects are great for practicing and showcasing your analytics skills. Here are project suggestions for every level and…Jun 10A response icon2Jun 10A response icon2
Published inData Science CollectiveBest practices for running and logging ML experimentsA step-by-step example using real data and MLflow to train, track, and compare machine learning modelsJun 5Jun 5
Published inPython in Plain EnglishTransform Your Python Lists into Strings: A Practical GuideConvert a list to string in Python using practical, real-world techniques. Learn clean methods, handle edge cases, and apply them in…Jun 4A response icon1Jun 4A response icon1
The Human Touch in Data Science: 4 Skills AI Can’t MimicIs data science here to take your data job? How can you stay relevant amidst tectonic tech changes? We attempt to answer these questions in…May 29A response icon2May 29A response icon2
