📌 MapReduce: How It Powers Scalable Data Processing

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-04-22 | ⏱️ Read time: 15 min read

An overview of the MapReduce programming model and how it can be used to optimize…

📌 AI Agents Processing Time Series and Large Dataframes

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-22 | ⏱️ Read time: 10 min read

Build from Scratch using only Python & Ollama (no GPU, no APIKEY)

📌 (Many) More TDS Contributors Are Now Eligible for Earning Through the Author Payment Program

🗂 Category: WRITING

🕒 Date: 2025-04-22 | ⏱️ Read time: 3 min read

Plus: say hello to our new stats dashboard

📌 Building a Personal API for Your Data Projects with FastAPI

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-22 | ⏱️ Read time: 8 min read

Supercharge your data projects by turning your code into a lightweight, reusable API

📌 Beginner’s Guide to Creating a S3 Storage on AWS

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-04-21 | ⏱️ Read time: 4 min read

How to quickly create cloud storage and access it remotely

📌 Retrieval Augmented Generation (RAG) — An Introduction

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-04-21 | ⏱️ Read time: 7 min read

Given the critical need to keep models updated in a time and cost effective way,…

📌 Beyond the Code: Unconventional Lessons from Empathetic Interviewing

🗂 Category: CAREER ADVICE

🕒 Date: 2025-04-21 | ⏱️ Read time: 12 min read

What LLM Prompts Reveal About Candidates

📌 How to Write Queries for Tabular Models with DAX

🗂 Category: DATA ANALYSIS

🕒 Date: 2025-04-21 | ⏱️ Read time: 9 min read

Introduction EVALUATE is the statement to query tabular models. Unfortunately, knowing SQL or any other…

📌 How to Use Gyroscope in Presentations, or Why Take a JoyCon to DPG2025

🗂 Category: PROGRAMMING

🕒 Date: 2025-04-21 | ⏱️ Read time: 19 min read

This article explores how browser-based computational notebooks —particularly the WLJS Notebook —can transform static slides into dynamic,…

📌 Load-Testing LLMs Using LLMPerf

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-04-18 | ⏱️ Read time: 8 min read

Benchmark Claude 3 Sonnet on Amazon Bedrock

📌 When Physics Meets Finance: Using AI to Solve Black-Scholes

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-04-17 | ⏱️ Read time: 13 min read

Here’s how to use Physics-Informed Neural Networks to solve Financial Models, with Python.

📌 On Data Problems, and How to Solve (or Prevent) Them

🗂 Category: THE VARIABLE

🕒 Date: 2025-04-17 | ⏱️ Read time: 3 min read

This week, we focus on the workflows that can help keep your data focused.

📌 Google’s New AI System Outperforms Physicians in Complex Diagnoses

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-17 | ⏱️ Read time: 13 min read

Published in Nature, Google’s new paper advances the future of AI-powered medicine: more automated thus…

📌 The Good-Enough Truth

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-17 | ⏱️ Read time: 7 min read

Lies, damned lies, and LLMs

📌 When Predictors Collide: Mastering VIF in Multicollinear Regression

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-16 | ⏱️ Read time: 11 min read

Explore how the Variance Inflation Factor helps detect and manage multicollinearity in your regression models.

📌 An Unbiased Review of Snowflake’s Document AI

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-04-15 | ⏱️ Read time: 8 min read

Or, how we spared a human from manually inspecting 10,000 flu shot documents.

📌 Plotly’s AI Tools Are Redefining Data Science Workflows

🗂 Category: SPONSORED CONTENT

🕒 Date: 2025-04-15 | ⏱️ Read time: 8 min read

How Plotly’s AI-powered tools are transforming data science workflows with faster development, smarter insights, and…

📌 An LLM-Based Workflow for Automated Tabular Data Validation

🗂 Category: DATA SCIENCE

🕒 Date: 2025-04-14 | ⏱️ Read time: 12 min read

Clean data, clear insights: detect and correct data quality issues without manual intervention.

📌 Layers of the AI Stack, Explained Simply

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-14 | ⏱️ Read time: 14 min read

And why I decided to work at the application layer

📌 Sesame  Speech Model:  How This Viral AI Model Generates Human-Like Speech

🗂 Category: CONVERSATIONAL AI

🕒 Date: 2025-04-11 | ⏱️ Read time: 9 min read

A deep dive into residual vector quantizers, conversational speech AI, and talkative transformers.

📌 Learnings from a Machine Learning Engineer — Part 6: The Human Side

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-11 | ⏱️ Read time: 16 min read

Practical advice for the humans involved with machine learning