Develop Your First AI Agent: Deep Q-Learning
Dive into the world of artificial intelligence - build a deep reinforcement learning gym from scratch.- 22316Murphy2025-03-22
Does Bagging Help to Prevent Overfitting in Decision Trees?
Understand why decision trees are highly prone to overfitting and its potential remedies- 21668Murphy2025-03-22
Beam Search: the Most Used Algorithm in Sequence Models
Learn the working principles of the most famous algorithm for text translation and speech recognition.- 22057Murphy2025-03-22
Speculative Sampling – Intuitively and Exhaustively Explained
A drop-in strategy for making language models 3x faster- 28306Murphy2025-03-22
Evaluating RAG Applications with RAGAs
A framework with metrics and LLM-generated data to evaluate the performance of your Retrieval-Augmented Generation pipeline- 21410Murphy2025-03-22
How Much Data Do We Need? Balancing Machine Learning with Security Considerations
For a data scientist, there's no such thing as too much data. But what happens when we start to think about data security as well?- 29904Murphy2025-03-22
Simulating Exoplanet Discoveries with Python
The awesome power of modeling!- 22793Murphy2025-03-22
Solving Autocorrelation Problems in General Linear Model on a Real-World Application
Delving into one of the most common nightmares for data scientists- 27735Murphy2025-03-22
TDS Best of 2023: On ChatGPT and LLMs
Taking a look at some of our most memorable and popular stories from the past year- 30114Murphy2025-03-22
2023 in Review: Recapping the Post-ChatGPT Era and What to Expect for 2024
How the LLMOps landscape has evolved and why we haven't seen many Generative AI applications in the wild yet - but maybe in 2024.- 22446Murphy2025-03-22
Large Language Models and Vector Databases for News Recommendations
Making LLMs into production environments- 26120Murphy2025-03-22
Customer Segmentation: More Than Clustering
A framework to help your customer segmentation be adopted by the business- 22526Murphy2025-03-22
Towards LLM explainability: why did my model produce this output ?
The recent release of larger, better LLMs that showcase new capabilities has been paired with growing concerns over AI safety- 24579Murphy2025-03-22
Benchmarking Rust Compiler Settings with Criterion
Controlling Criterion with Scripts and Environment Variables- 28354Murphy2025-03-22
Nine Rules for SIMD Acceleration of your Rust Code (Part 2)
General Lessons from Boosting Data Ingestion in the range-set-blaze Crate by 7x- 20975Murphy2025-03-22
Creating Dynamic Choropleth Visualizations Using Plotly
Using a simple-to-learn package to create a complex visualization- 29804Murphy2025-03-22
The Unstructured Data Funnel
Why a funnel is the centre of the war between data's heaviest hitters- 22735Murphy2025-03-22
Why Do We Even Have Neural Networks?
Alternatives to Neural Networks: Taylor Series & Fourier Series- 23811Murphy2025-03-22
Intuitive Explanation of Exponential Moving Average
Understand the logic behind the fundamental algorithm used inside the gradient descent- 29539Murphy2025-03-22
SW/HW Co-optimization Strategy for Large Language Models (LLMs)
How to stretch every bit out of your system to run LLMs faster? - best practice- 21505Murphy2025-03-22
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.