📌 Productionizing a RAG App with Prefect, Weave, and RAGAS

🗂 Category:

🕒 Date: 2024-08-03 | ⏱️ Read time: 14 min read

Adding evaluation, automated data pulling, and other improvements.

📌 Predicting metadata for Humanitarian datasets with LLMs part 2 – An alternative to fine-tuning

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-03 | ⏱️ Read time: 34 min read

Using LLM prompting for tagging metadata on humanitarian datasets

📌 Embracing Simplicity and Composability in Data Engineering

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-08-03 | ⏱️ Read time: 11 min read

Lessons from 30+ years in data engineering: The overlooked value of keeping it simple

📌 PySpark Explained: Delta Tables

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-03 | ⏱️ Read time: 15 min read

Learn how to use the building blocks of Delta Lakes.

📌 Text Vectorization Demystified: Transforming Language into Data

🗂 Category:

🕒 Date: 2024-08-03 | ⏱️ Read time: 13 min read

An intuitive guide to text vectorization

📌 Train/Fine-Tune Segment Anything 2 (SAM 2) in 60 Lines of Code

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-08-03 | ⏱️ Read time: 15 min read

A step-by-step tutorial for fine-tuning SAM2 for custom segmentation tasks.

📌 5 PCA Visualizations You Must Try On Your Next Data Science Project

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-02 | ⏱️ Read time: 8 min read

Which features carry the most weight? How do original features contribute to principal components? These…

📌 AI Hallucinations: Can Memory Hold the Answer?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-02 | ⏱️ Read time: 7 min read

Exploring How Memory Mechanisms Can Mitigate Hallucinations in Large Language Models

📌 TDS Newsletter: September Must-Reads on ML Career Roadmaps, Python Essentials, AI Agents, and More

🗂 Category: THE VARIABLE

🕒 Date: 2025-10-02 | ⏱️ Read time: 3 min read

Don’t miss our most-read and -shared articles of the past month

📌 Python Code Playground in MkDocs

🗂 Category: PRODUCTIVITY

🕒 Date: 2024-08-02 | ⏱️ Read time: 6 min read

Making documentation come to life

📌 3 Surprising Use-cases for Branching in Airflow you’ve not seen before

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-08-02 | ⏱️ Read time: 4 min read

Introduction How often is it that you’re writing a Data Pipeline and then you wish…

📌 The Top 10 Data Lifecycle Problems that Data Engineering Solves

🗂 Category: ANALYTICS

🕒 Date: 2024-08-02 | ⏱️ Read time: 16 min read

Clear strategies for addressing key pain points

📌 How I Built My First RAG Pipeline

🗂 Category:

🕒 Date: 2024-08-02 | ⏱️ Read time: 6 min read

A RAG pipeline to answer all of your recruiters’ questions for you!

📌 Building a RAG Pipeline with MongoDB: Vector Search for Personalized Movie Picks

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-08-01 | ⏱️ Read time: 9 min read

Learn how to integrate LLMs and MongoDB for precise, context-aware suggestion systems

📌 Economics of Generative AI

🗂 Category: BUSINESS

🕒 Date: 2024-08-01 | ⏱️ Read time: 8 min read

What’s the business model for generative AI, given what we know today about the technology…

📌 Introduction to Interpretable Clustering

🗂 Category:

🕒 Date: 2024-08-01 | ⏱️ Read time: 13 min read

What is interpretable clustering and why is it important.

📌 Local LLM Fine-Tuning on Mac (M1 16GB)

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-08-01 | ⏱️ Read time: 9 min read

Beginner-friendly Python code walkthrough (ft. MLX)

📌 SQL Optimization, Data Science Portfolios, and Other July Must-Reads

🗂 Category: DATA SCIENCE

🕒 Date: 2024-08-01 | ⏱️ Read time: 4 min read

The stories that resonated the most with our community in the past month

📌 8 Practical Prompt Engineering Tips for Better LLM Apps

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-08-01 | ⏱️ Read time: 10 min read

How to boost your LLM-native apps with 8 actionable prompt engineering tips for performance, production…

📌 Metrics to Evaluate a Classification Machine Learning Model

🗂 Category:

🕒 Date: 2024-07-31 | ⏱️ Read time: 8 min read

A study case of credit card fraud

📌 Line-By-Line, Let’s Reproduce GPT-2: Section 2 – Hardware Optimization

🗂 Category:

🕒 Date: 2024-07-31 | ⏱️ Read time: 12 min read

This blog post will go line-by-line through the hardware optimizations in Section 2 of Andrej…