LLMs, AI Agents, the Economics of Generative AI, and Other August Must-Reads
The stories that resonated the most with our community in the past month- 26850Murphy2025-03-23
How AI Could Soon Take Human-Computer Interaction to New Levels
As AI models reach excellence in speech recognition and synthesis, text processing, and multimodalism, the ultimate voice-user interfaces...- 24975Murphy2025-03-23
How to Effectively Detect Objects with Meta's Image Segmentation Model: SAM 2
Learn how to utilize Meta's new SAM 2 model to segment anything- 24813Murphy2025-03-23
The Essential Guide to Error-Checking and Reviewing Presentations
An overlooked skill for Data Scientists (and not only)- 29807Murphy2025-03-23
Deploy Models with AWS SageMaker Endpoints – Step by Step Implementation
A 4-step tutorial on creating a SageMaker endpoint and calling it.- 20209Murphy2025-03-23
Compressing Large Language Models (LLMs)
Make LLMs 10X smaller without sacrificing performance- 23735Murphy2025-03-23
How to Create Custom Color Palettes in Matplotlib – Discrete vs. Linear Colormaps, Explained
Actionable guide on how to bring custom colors to personalize your charts- 21284Murphy2025-03-23
Subway Route Data Extraction with Overpass API: A Step-by-Step Guide
Simplify Geodata Extraction from OpenStreetMaps via the Overpass API- 24126Murphy2025-03-23
ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 3): Best AI Assistant for Machine Learning
How AI can accelerate your ML projects from feature engineering to model training- 21593Murphy2025-03-23
The Smarter Way of Using AI in Programming
avoid the outdated methods of integrating AI into your coding workflow by going beyond ChatGPT- 20319Murphy2025-03-23
Information in Noise
Two Techniques for Visualizing Many Time-Series at Once- 23169Murphy2025-03-23
5 Pillars for a Hyper-Optimized AI Workflow
A gentle introduction to a methodology for creating production-ready, extensible & highly optimized AI workflows- 23155Murphy2025-03-23
Stop Manually Sorting Your List In Python If Performance Is Concerned
A sorted collection library that is as fast as C-extensions- 25320Murphy2025-03-23
Line-By-Line, Let's Reproduce GPT-2: Section 3 – Training
This blog post will go line-by-line through the code in Section 3 of Andrej Karpathy's "Let's reproduce GPT-2 (124M)"- 24386Murphy2025-03-23
Stop Being Data-Driven
Why we are fooled by data and how to stop it- 29970Murphy2025-03-23
Decision Tree Classifier, Explained: A Visual Guide with Code Examples for Beginners
A fresh look on our favorite upside-down tree- 28722Murphy2025-03-23
How to Build a Genetic Algorithm from Scratch in Python
A complete walkthrough on how one can build a Genetic Algorithm from scratch in Python, along with a real-world use case- 26305Murphy2025-03-23
Navigating the New Types of LLM Agents and Architectures
My thanks to John Gilhuly for his contributions to this piece If 2023 was the year of retrieval augmented generation, 2024 has been the year of agents. Companies all over the world are experimenting with chatbot agents, tools like MultiOn are growing by c- 30012Murphy2025-03-23
Causal Machine Learning for Customer Retention: a Practical Guide with Python
An accessible guide to leveraging causal machine learning for optimizing client retention strategies- 29382Murphy2025-03-23
Targeting variants for maximum impact
How to use causal inference to improve key business metrics Egor Kraev and Alexander Polyakov Image by the author Suppose you want to send an email to your customers or make a change in your customer-facing UI, and you have several variants to choose from- 26477Murphy2025-03-23
The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.