Predictive Marketing Mix Modeling with GLOP: The Perfect Cocktail Shaker
Maximizing profit using ML and GLOP (by Google) in the digital landscape- 25596Murphy2025-03-22
Reinforcement Learning, Part 5: Temporal-Difference Learning
Intelligently synergizing dynamic programming and Monte Carlo algorithms- 22922Murphy2025-03-22
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- 28626Murphy2025-03-22
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- 27383Murphy2025-03-22
Essential Considerations for Implementing Machine Learning
Is your use case a viable ML product from a traditional ML and production perspective?- 22101Murphy2025-03-22
PySpark Explained: User-Defined Functions
What are they, and how do you use them?- 23669Murphy2025-03-22
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.- 23300Murphy2025-03-22
LLM Agents Demystified
Hands-on ReAct agent implementation with AdalFlow library- 29743Murphy2025-03-22
PyEnv & Poetry Tutorial: Ultimate Data Science Setup
How to use PyEnv and Poetry together for your environment and package management for data science projects- 24031Murphy2025-03-22
Chaining Pandas Operations: Strengths and Limitations
Learn when it's worth chaining Pandas operations in pipes.- 28719Murphy2025-03-22
Topic Modeling Open-Source Research with the OpenAlex API
An overview of topic modeling global research through the OpenAlex API and visualizing results- 28219Murphy2025-03-22
Hacking "Codenames" with GloVe Embeddings
Using a GloVe embedding-based algorithm to achieve 100% accuracy on the popular party game "Codenames"- 25619Murphy2025-03-22
Advanced Retrieval Techniques in a World of 2M Token Context Windows Part 1
Exploring RAG techniques to improve retrieval- 22428Murphy2025-03-22
Rainbow: The Colorful Evolution of Deep Q-Networks
Everything you need to assemble the DQN Megazord in JAX.- 23408Murphy2025-03-22
The LLM Triangle Principles to Architect Reliable AI Apps
Software design principles for thoughtfully designing reliable, high-performing LLM applications- 20712Murphy2025-03-22
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?- 24041Murphy2025-03-22
Sampling from Multivariate Distributions: From Statistical to Generative Modeling
Bridging classic statistical methods and cutting-edge generative AI models for sampling from multivariate distributions.- 26934Murphy2025-03-22
Time Series Are Not That Different for LLMs
Harnessing the power of LLMs for time series modeling- 29685Murphy2025-03-22
How to Succeed as a Machine Learning Engineer in the Industry
5 tips that helped me consistently exceed expectations in BigTech- 20849Murphy2025-03-22
Data Curation Practices to Minimize Bias in Medical AI
Ensuring fair and equitable healthcare outcomes from medical AI applications- 29461Murphy2025-03-22
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
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