Roadmap to Becoming a Data Scientist, Part 2: Software Engineering
Coding your road to Data Science: mastering key development skills- 24448Murphy2025-03-22
Classifier-free guidance for LLMs performance enhancing
Check and improve classifier-free guidance for text generation large language models. While participating in NeurIPS 2024 Competitions...- 26681Murphy2025-03-22
100 Years of (eXplainable) AI
Reflecting on advances and challenges in deep learning and explainability in the ever-evolving era of LLMs and AI governance- 24933Murphy2025-03-22
Deep Dive into LlamaIndex Workflow: Event-Driven LLM Architecture
What I think about the progress and shortcomings after practice- 27432Murphy2025-03-22
How Bias and Variance Affect Your Model
Learn the concepts and the practice. How a model behaves in each case.- 27840Murphy2025-03-22
I've Done 80+ Data Science Interviews – Here's What Works
3 years of data science interview experience- 22022Murphy2025-03-22
Classifier-Free Guidance in LLMs Safety – NeurIPS 2024 Challenge Experience
LLM unlearning without model degradation is achieved through direct training on the replacement data and classifier-free guidance- 26138Murphy2025-03-22
The Algorithm That Made Google Google
How PageRank transformed how we searched the internet, and why it's still playing an important role in LLMs with Graph RAG.- 27703Murphy2025-03-22
Design Patterns with Python for Machine Learning Engineers: Template Method
Learn how to use the Template design pattern to enhance your code- 29895Murphy2025-03-22
Understanding the Mathematics of PPO in Reinforcement Learning
Deep dive into RL with PPO for beginners- 24405Murphy2025-03-22
Introduction to TensorFlow's Functional API
Learn what the Functional API is, and how to build complex keras models using it- 24189Murphy2025-03-22
I'm Doing the Advent of Code 2024 in Python – Day 4
Let's see how many stars we'll collect.- 26228Murphy2025-03-22
2024 Survival Guide for Machine Learning Engineer Interviews
A year-end summary for junior-level MLE interview preparation- 25366Murphy2025-03-22
How to Ensure the Stability of a Model Using Jackknife Estimation
How to ensure the robustness of a model and detect influential data observations- 26684Murphy2025-03-22
The 80/20 problem of generative AI – a UX research insight
When an LLM solves a task 80% correctly, that often only amounts to 20% of the user value. The Pareto principle says if you solve...- 21895Murphy2025-03-22
Awesome Plotly with Code Series (Part 6): Dealing with Long Axis Labels
To rotate or not rotate? To truncate or to not truncate?- 25766Murphy2025-03-22
2024 Highlights: The AI and Data Science Articles That Made a Splash
The stories that resonated the most with our community in the past year- 20753Murphy2025-03-22
Building a Custom AI Jira Agent
How I used Google Mesop, Django, LangChain Agents, CO-STAR & Chain-of-Thought prompting combined with the Jira API to better automate Jira- 23455Murphy2025-03-22
Conditional Variational Autoencoders for Text to Image Generation
Investigating an early generative architecture and applying it to image generation from text input- 21368Murphy2025-03-22
Why Sets Are So Useful in Programming
And how you can use them to boost your code performance- 22304Murphy2025-03-22
Genius Cliques: Mapping out the Nobel Network
Combining Network Science, Data Visualization, and Wikipedia to uncover hidden connections between all the Nobel laureates.
Data Science Expertise Comes in Many Shapes and Forms
Our weekly selection of must-read Editors' Picks and original features