How to improve training beyond the "vanilla" gradient descent algorithm- 29204Murphy2025-03-22
Simplifying complicated data through conversation- 25572Murphy2025-03-22
Recently I have talked to a handful of fellow students and scholars who had research interests which involved the analysis of free-form text. Unfortunately to everyone, gaining meaningful insight to written natural language is not a trivial task by any me- 25552Murphy2025-03-22
Implementing conformal prediction for classification without need of bespoke packages- 22149Murphy2025-03-22
Setting the foundations right- 23711Murphy2025-03-22
How to find more relevant search results by combining traditional keyword-based search with modern vector search- 25965Murphy2025-03-22
Understand how and when to use ElasticSearch in systems, with three practical system design examples.- 26507Murphy2025-03-22
Build your own decision tree regressor (from scratch in Python) and uncover what's under the hood- 27871Murphy2025-03-22
Insider advice from a Spotify Data Scientist to make smart decisions for your career in today's tough job market- 21739Murphy2025-03-22
Learn a new way to update Elasticsearch synonyms without re-indexing or reloading- 22375Murphy2025-03-22
In a product organisation aiming to build AI capabilities into their products and services, there is always the challenge of bringing the non-AI-literates onboard the AI train. While not everybody needs to be an AI expert, it is necessary to have as many- 22178Murphy2025-03-22
Part 2 - Visual classification via Description from LLMs- 24200Murphy2025-03-22
After years of playing with the Python scientific stack (NumPy, Matplotlib, SciPy, Pandas, and Seaborn), it became obvious to me that the next step was scikit-learn, or "sklearn". This second module focuses on the concept of models scores, inclu- 29030Murphy2025-03-22
Artificial intelligence software was used to enhance the grammar, flow, and readability of this article’s text. Dominant search methods today typically rely on keywords matching or vector space similarity to estimate relevance between a query and do- 21088Murphy2025-03-22
How to Speed Up Your Data Analysis 1600x vs Scikit-Learn (With Code!)- 26703Murphy2025-03-22
We all understand the importance of breaking time series into its components for forecasting, but the same is not emphasized enough in...- 20839Murphy2025-03-22
Level up your agent to win more difficult games!- 21203Murphy2025-03-22
In-depth explanation of GMMs and the Expectation-Maximization algorithm used to train them- 24899Murphy2025-03-22
A deep dive into tailoring pre-trained LLMs for custom use cases using a RAG approach, featuring LangChain and Hugging Face integration- 20223Murphy2025-03-22
Making your machine learn how to see PDFs like a human- 29976Murphy2025-03-22
Why is ChatGPT only trained up until 2021?
Learn how to rearrange your code to achieve significant speed improvements.
