Predictive Marketing Mix Modeling with GLOP: The Perfect Cocktail Shaker
Maximizing profit using ML and GLOP (by Google) in the digital landscape- 25554Murphy2025-03-22
Reinforcement Learning, Part 5: Temporal-Difference Learning
Intelligently synergizing dynamic programming and Monte Carlo algorithms- 22882Murphy2025-03-22
Deliver Your Data as a Product, But Not as an Application
Data as a product is an intriguing concept, but beware of the application trap- 28586Murphy2025-03-22
VerifAI Project: Open Source Biomedical Question Answering with Verified Answers
Experiences from building LLM-based (Mistral 7B) biomedical question-answering system with hallucination detection method- 27343Murphy2025-03-22
Essential Considerations for Implementing Machine Learning
Is your use case a viable ML product from a traditional ML and production perspective?- 22061Murphy2025-03-22
PySpark Explained: User-Defined Functions
What are they, and how do you use them?- 23627Murphy2025-03-22
Three reasons why developers should use DuckDB
Developers often have to analyse data, e.g. assessing the impact of an outage. DuckDB is a single tool for querying multiple data sources.- 23258Murphy2025-03-22
LLM Agents Demystified
Hands-on ReAct agent implementation with AdalFlow library- 29703Murphy2025-03-22
PyEnv & Poetry Tutorial: Ultimate Data Science Setup
How to use PyEnv and Poetry together for your environment and package management for data science projects- 23991Murphy2025-03-22
Chaining Pandas Operations: Strengths and Limitations
Learn when it's worth chaining Pandas operations in pipes.- 28678Murphy2025-03-22
Topic Modeling Open-Source Research with the OpenAlex API
An overview of topic modeling global research through the OpenAlex API and visualizing results- 28177Murphy2025-03-22
Hacking "Codenames" with GloVe Embeddings
Using a GloVe embedding-based algorithm to achieve 100% accuracy on the popular party game "Codenames"- 25576Murphy2025-03-22
Advanced Retrieval Techniques in a World of 2M Token Context Windows Part 1
Exploring RAG techniques to improve retrieval- 22385Murphy2025-03-22
Rainbow: The Colorful Evolution of Deep Q-Networks
Everything you need to assemble the DQN Megazord in JAX.- 23367Murphy2025-03-22
The LLM Triangle Principles to Architect Reliable AI Apps
Software design principles for thoughtfully designing reliable, high-performing LLM applications- 20666Murphy2025-03-22
How to Manipulate the Total in Power BI
In most cases, the total aggregates the detail rows in a visual. But what if the Total should show something different?- 24000Murphy2025-03-22
Sampling from Multivariate Distributions: From Statistical to Generative Modeling
Bridging classic statistical methods and cutting-edge generative AI models for sampling from multivariate distributions.- 26891Murphy2025-03-22
Time Series Are Not That Different for LLMs
Harnessing the power of LLMs for time series modeling- 29640Murphy2025-03-22
How to Succeed as a Machine Learning Engineer in the Industry
5 tips that helped me consistently exceed expectations in BigTech- 20807Murphy2025-03-22
Data Curation Practices to Minimize Bias in Medical AI
Ensuring fair and equitable healthcare outcomes from medical AI applications- 29418Murphy2025-03-22
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.