Coding with LLMs, Learning Math, Data Science Freelancing, and Other March Must-Reads

As large language model-based workflows become both more sophisticated and more widespread, we’re seeing a growing number of novel approaches that help practitioners tailor (and improve) the models’…

towardsdatascience.com 23 hours ago

8 things most data science programs don’t teach (but you should know) — Part 2

Basic knowledge every data scientist should have. Reproducibility, data and model versioning, tracking machine learning experiments, documentation, testing.

Data Science for Sustainability — Simulate a Circular Economy

A circular economy is an economic model that aims to minimize waste and maximize resource efficiency. As a Data Scientist in the Supply Chain Department, you can build simulation models to assess the…

Real-time Twitch chat sentiment analysis with Apache Flink

Let's learn about Apache Flink and sentiment analysis by building a real-time sentiment analysis streaming application for the Twitch chat.

Random Walks Are Strange and Beautiful

Imagine, you find yourself blindfolded in the center of a dense, unknown city. At each crossroad, flips of a coin decide your next steps: left, right, forward, or backward. With no vision to guide…

Step-by-Step Guide to Time Series Visualization Using Plotnine

Visualization is a quick and effective way of getting insights from your data. This article provides a step-by-step guide for exploring a time series using graphics.

The Rise of Diffusion Models — A new Era of Generative Deep Learning

This walkthrough is about a paper that kicked off a new era of generative deep learning in computer vision and many other fields subsequently: the era of diffusion models. It’s titled “Denoising…

Intersect Multiple 3D Lines (Closest Point)

Figuring out where several 3D lines meet is really useful in fields like 3D Reconstruction or Augmented Reality. For instance, it helps us triangulate a 3D point from its multi-view 2D image…

Real Product Data Scientist Interview Questions at Lyft: A Compilation from GlassDoor

This is a compilation of product data scientists interview questions at Lyft collected from all reviews on GlassDoor, with commentaries from real experience

The Business Guide to Tailoring Language AI

This article explains how Large Language Models (LLM) like GPT can be customized. It gives non AI experts a basic and fun framework everyone can understand