Pandas snippets that come in handy in data analysis work — Pandas is a versatile and powerful library for data science. It’s like a swiss army knife for data science because it provides so many useful functions for different tasks for dealing with data. To be effective with this tool, you need to know some tricks of the trade. …

Boost your data science workflow with these open-source packages — Python has become an essential tool for data scientists across the world. To help you boost your efficiency doing data science, we’ve put together a list of the 10 most useful Python libraries for data scientists. From speeding up your workflow with distributed computing to helping you perform feature engineering…

On Machine Learning concepts, ML System Design, and Python — These are interview questions for a new-grad Machine Learning job at an NYC startup that pays $175k per year. Thanks to Nick Singh for the questions! (See his LinkedIn post) Let’s jump into the questions. Get the code → Deepnote Preparing for a data science interview? Read this article👇 22 Essential Data Science Interview Questions You Need to Know Questions asked by Amazon, Accenture, ANZ, Wells Fargo, and more on regression analysismedium.com

Which one should you use? — Have you ever wondered how long it takes for your Python code to run? Or have you wanted to compare the performance of different approaches to solving a problem? If so, you’ll need to know how to time your Python functions. In this guide, we’ll explore several different methods for…

Naming do’s and don’ts by Google — There’s this popular saying: There are only two hard things in Computer Science: cache invalidation and naming things. — Phil Karlton But why is naming things hard? It’s well put in this hacker news comment. Naming things is hard because a proper name imparts the essence of the thing you’re…

23 book recommendations for the bibliophile in you — This list is taken from the video — What do Computer Scientists Read? by Computerphile. The collection is a good mix of fiction and non-fiction titles, so whether you're an experienced computer scientist looking for new ideas and inspiration, or a beginner looking to learn more about the field, it…

Ten companies that are transforming the AI industry, according to Wellfound — Whether you’re new to AI or aspiring to start your AI-focused startup, looking at successful startups for inspiration and guidance is always valuable. Wellfound has compiled a list of the top 10 startups in AI, chosen for their potential to succeed and transform their respective industries. …