Roadmap to Becoming a Data Scientist, Part 2: Software Engineering
Coding your road to Data Science: mastering key development skills- 24403Murphy2025-03-22
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...- 26638Murphy2025-03-22
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- 24889Murphy2025-03-22
Deep Dive into LlamaIndex Workflow: Event-Driven LLM Architecture
What I think about the progress and shortcomings after practice- 27389Murphy2025-03-22
How Bias and Variance Affect Your Model
Learn the concepts and the practice. How a model behaves in each case.- 27796Murphy2025-03-22
I've Done 80+ Data Science Interviews – Here's What Works
3 years of data science interview experience- 21977Murphy2025-03-22
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- 26095Murphy2025-03-22
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.- 27659Murphy2025-03-22
Design Patterns with Python for Machine Learning Engineers: Template Method
Learn how to use the Template design pattern to enhance your code- 29847Murphy2025-03-22
Understanding the Mathematics of PPO in Reinforcement Learning
Deep dive into RL with PPO for beginners- 24359Murphy2025-03-22
Introduction to TensorFlow's Functional API
Learn what the Functional API is, and how to build complex keras models using it- 24145Murphy2025-03-22
I'm Doing the Advent of Code 2024 in Python – Day 4
Let's see how many stars we'll collect.- 26183Murphy2025-03-22
2024 Survival Guide for Machine Learning Engineer Interviews
A year-end summary for junior-level MLE interview preparation- 25321Murphy2025-03-22
How to Ensure the Stability of a Model Using Jackknife Estimation
How to ensure the robustness of a model and detect influential data observations- 26639Murphy2025-03-22
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...- 21850Murphy2025-03-22
Awesome Plotly with Code Series (Part 6): Dealing with Long Axis Labels
To rotate or not rotate? To truncate or to not truncate?- 25722Murphy2025-03-22
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- 20709Murphy2025-03-22
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- 23411Murphy2025-03-22
Conditional Variational Autoencoders for Text to Image Generation
Investigating an early generative architecture and applying it to image generation from text input- 21323Murphy2025-03-22
Why Sets Are So Useful in Programming
And how you can use them to boost your code performance- 22260Murphy2025-03-22
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.