Cyclical Encoding: An Alternative to One-Hot Encoding for Time Series Features
Cyclical encoding provides your model with the same information using significantly fewer features- 22734Murphy2025-03-22
How to Boost the Performance of Python Using Caching Techniques
Advanced but out-of-the-box caching decoration in Python- 26290Murphy2025-03-22
On Handling Precalculated Hierarchical Data in Power BI
While hierarchies are a familiar concept with data, some sources deliver their data in an unusual format. Let's see a not-so-unusual case.- 29648Murphy2025-03-22
Multimodal citations with Google's Vertex AI
A novel approach to enhance the user experience with GenAI applications- 27104Murphy2025-03-22
All You Need Is Conformal Prediction
An important but easy-to-use tool for uncertainty quantification every data scientist should know.- 28879Murphy2025-03-22
Gradio: Beyond the Interface
Customise Layouts using Blocks- 26574Murphy2025-03-22
Practical Computer Simulations for Product Analysts
Part 2: Using bootstrap for observations and A/B tests- 22317Murphy2025-03-22
Can Recommendations from LLMs Be Manipulated to Enhance a Product's Visibility?
Impact of Large Language Models on E-Commerce- 25032Murphy2025-03-22
Python and the underscore (_)
The article discusses various roles the underscore plays in Python.- 29970Murphy2025-03-22
Explaining Complex Models to Business Stakeholders
Explaining a LightGBM model- 24628Murphy2025-03-22
Why Do AI Projects Fail?
85% AI projects fail, 6 reasons why- 29985Murphy2025-03-22
Transform Data with Hyperbolic Sine
Why handling negative values should be a cinch- 20419Murphy2025-03-22
Shifting Tides: The Competitive Edge of Open Source LLMs over Closed Source LLMs
Why I think smaller open source foundation models have already begun replacing proprietary models by providers, such as OpenAI, in...- 23839Murphy2025-03-22
Delta Lake – Type widening
What is type widening and why does it matter?- 27225Murphy2025-03-22
Data Science Advice I Wish I Knew Sooner
Tips on how to approach studying and practising data science- 22706Murphy2025-03-22
An Undeservedly Forgotten Correlation Coefficient
A nonlinear correlation measure for your everyday tasks- 26199Murphy2025-03-22
A Practical Guide to Proximal Policy Optimization in JAX
All the tricks and details you wish you knew about PPO- 26976Murphy2025-03-22
Bayesian Sensor Calibration
A hands-on tutorial in Python for sensor engineers- 27989Murphy2025-03-22
Four Simple Steps to Build a Custom Self-hosted Llama3 Application
Learn how to build and deploy a custom self-hosted Llama 3 chat assistant in four simple steps.- 29842Murphy2025-03-22
The Future of Generative AI is Agentic: What You Need to Know
Implementing AI Agents across LangChain, LlamaIndex, AWS, Gemini, AutoGen, CrewAI and Agent protocol- 23569Murphy2025-03-22
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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