📌 The Concepts Data Professionals Should Know in 2025: Part 2

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-20 | ⏱️ Read time: 14 min read

From AI Agent to Human-In-The-Loop – Master 12 critical data concepts and turn them into…

📌 The Rise of Semantic Entity Resolution

🗂 Category: AGENTIC AI

🕒 Date: 2025-09-14 | ⏱️ Read time: 22 min read

Semantic entity resolution uses language models to bring an increased level of automation to schema…

📌 No Peeking Ahead: Time-Aware Graph Fraud Detection

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-09-14 | ⏱️ Read time: 15 min read

How to implement leak-free graph fraud detection

📌 How Large Language Models (LLMs) Learn: Playing Games

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-09 | ⏱️ Read time: 7 min read

LLMs are just professional Mad Libs Players

📌 LLM Evaluation, Parallel Computing, Demand Forecasting, and Other Hands-On Data Science Approaches

🗂 Category: DATA SCIENCE

🕒 Date: 2025-01-09 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features

📌 Advanced Pandas Techniques for Data Processing and Performance

🗂 Category:

🕒 Date: 2025-01-09 | ⏱️ Read time: 8 min read

Hands-on approach from chunked processing to parallel execution

📌 Are Meta’s AI Profiles Unethical?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-09 | ⏱️ Read time: 12 min read

As AI becomes further enmeshed into every product we use, what rules should exist to…

📌 Speed Up PyTorch With Custom Kernels. But It Gets Progressively Darker

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-09 | ⏱️ Read time: 5 min read

We’ll begin with torch.compile, move on to writing a custom Triton kernel, and finally dive…

📌 How to Enrich LLM Context to Significantly Enhance Capabilities

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-09-16 | ⏱️ Read time: 9 min read

Learn how to empower your LLMs by leveraging additional metadata

📌 Why Your A/B Test Winner Might Just Be Random Noise

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-16 | ⏱️ Read time: 6 min read

What a coach’s warm-up trial can teach us about running better experiments

📌 A New Approach to AI Safety: Layer Enhanced Classification (LEC)

🗂 Category:

🕒 Date: 2024-12-20 | ⏱️ Read time: 9 min read

LEC surpasses best in class models, like GPT-4o, by combining the efficiency of a ML…

📌 Semantically Compress Text to Save On LLM Costs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2024-12-20 | ⏱️ Read time: 9 min read

LLMs are great… if they can fit all of your data.

📌 Introducing Layer Enhanced Classification (LEC)

🗂 Category:

🕒 Date: 2024-12-20 | ⏱️ Read time: 13 min read

A novel approach for lightweight safety classification using pruned language models

📌 From Prototype to Production: Enhancing LLM Accuracy

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 23 min read

Implementing evaluation frameworks to optimize accuracy in real-world applications

📌 Synthetic Control Sample for Before and After A/B Test

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 11 min read

Learn a simple way to use linear regression to create a synthetic control sample for…

📌 Why Sets Are So Useful in Programming

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 8 min read

And how you can use them to boost your code performance

📌 2024 Highlights: The AI and Data Science Articles That Made a Splash

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 7 min read

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

📌 Awesome Plotly with Code Series (Part 6): Dealing with Long Axis Labels

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-19 | ⏱️ Read time: 10 min read

To rotate or not rotate? To truncate or to not truncate?

📌 Introduction to TensorFlow’s Functional API

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-18 | ⏱️ Read time: 6 min read

Learn what the Functional API is, and how to build complex keras models using it

📌 Classifier-Free Guidance in LLMs Safety – NeurIPS 2024 Challenge Experience

🗂 Category:

🕒 Date: 2024-12-18 | ⏱️ Read time: 7 min read

LLM unlearning without model degradation is achieved through direct training on the replacement data and…

📌 The Algorithm That Made Google Google

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-18 | ⏱️ Read time: 20 min read

How PageRank transformed how we searched the internet, and why it’s still playing an important…