DeepGuide for DeepSeek

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
22697Murphy2025-03-22
How to Boost the Performance of Python Using Caching Techniques
Advanced but out-of-the-box caching decoration in Python
26253Murphy2025-03-22
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.
29610Murphy2025-03-22
Multimodal citations with Google's Vertex AI
A novel approach to enhance the user experience with GenAI applications
27067Murphy2025-03-22
All You Need Is Conformal Prediction
An important but easy-to-use tool for uncertainty quantification every data scientist should know.
28842Murphy2025-03-22
Gradio: Beyond the Interface
Customise Layouts using Blocks
26535Murphy2025-03-22
Practical Computer Simulations for Product Analysts
Part 2: Using bootstrap for observations and A/B tests
22280Murphy2025-03-22
Can Recommendations from LLMs Be Manipulated to Enhance a Product's Visibility?
Impact of Large Language Models on E-Commerce
24994Murphy2025-03-22
Python and the underscore (_)
The article discusses various roles the underscore plays in Python.
29931Murphy2025-03-22
Explaining Complex Models to Business Stakeholders
Explaining a LightGBM model
24591Murphy2025-03-22
Why Do AI Projects Fail?
85% AI projects fail, 6 reasons why
29948Murphy2025-03-22
Transform Data with Hyperbolic Sine
Why handling negative values should be a cinch
20382Murphy2025-03-22
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...
23802Murphy2025-03-22
Delta Lake – Type widening
What is type widening and why does it matter?
27188Murphy2025-03-22
Data Science Advice I Wish I Knew Sooner
Tips on how to approach studying and practising data science
22667Murphy2025-03-22
An Undeservedly Forgotten Correlation Coefficient
A nonlinear correlation measure for your everyday tasks
26162Murphy2025-03-22
A Practical Guide to Proximal Policy Optimization in JAX
All the tricks and details you wish you knew about PPO
26939Murphy2025-03-22
Bayesian Sensor Calibration
A hands-on tutorial in Python for sensor engineers
27951Murphy2025-03-22
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.
29805Murphy2025-03-22
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
23532Murphy2025-03-22

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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.

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