DeepGuide for DeepSeek

Human Pose Tracking with MediaPipe in 2D and 3D: Rerun Showcase
How to easily visualise MediaPipe's human pose tracking with Rerun
28681Murphy2025-03-22
Data Analysis with Named Lambda Functions
You shouldn't use named anonymous functions in Python. Never. Ever?
28091Murphy2025-03-22
Exploring Location Data Using a Hexagon Grid
A comprehensive guide on how to use Uber's H3 hexagon grid in data analysis
25066Murphy2025-03-22
Simulated Data, Real Learnings : Part 1
Testing machine learning approaches with simulation
29979Murphy2025-03-22
Custom pre-commit hooks for safer code changes
A step-by-step guide on writing your first pre-commit hook
25973Murphy2025-03-22
How to Detect Concept Drift Without Labels
Unsupervised change detection using reference windows, with a Python example
21612Murphy2025-03-22
Scale your Machine Learning Projects with SOLID principles
How to write code that scales and accelerates your work as a data scientist or machine learning engineer.
26725Murphy2025-03-22
Uncovering the EU AI Act
The EU has moved to regulate machine learning. What does this new law mean for data scientists?
21793Murphy2025-03-22
An Intuitive View on Mutual Information
Layman's guide to appreciating the concept of association
29636Murphy2025-03-22
The AQLM Quantization Algorithm, Explained
In this blog post, we cover the AQLM quantization algorithm which sets a new state-of-the-art for compressing LLMs down to 2 bits!
29521Murphy2025-03-22
How to Use Elastic Net Regression
Cast a flexible net that only retains big fish
26115Murphy2025-03-22
I Spent $96k To Become a Data Scientist. Here Are 5 Crucial Lessons All Beginners Must Know
or how to manage your data science education when you know nothing about data science
28737Murphy2025-03-22
Quantum Machine Learning with Python: Kernel Methods and Neural Networks
Introduction
23148Murphy2025-03-22
TimeGPT vs TiDE: Is Zero-Shot Inference the Future of Forecasting or Just Hype?
Foundational models: A comprehensive comparison of TimeGPT and TiDE in time series forecasting
23336Murphy2025-03-22
I Made a Better Testing Plan for Google Gemini in Just 30 Minutes
"We definitely messed up on the image generation. I think it was mostly due to just not thorough testing." - Sergey Brin, referring to...
27226Murphy2025-03-22
CausalLM Part 2: Finetuning a model
3 ways to finetune a CausalLM model on chat data
24036Murphy2025-03-22
Semantic Segmentation of Remote Sensing Imagery using k-Means
From scratch in python
24362Murphy2025-03-22
Turn Yourself into a 3D Gaussian Splat
A Hands-on Guide for Practitioners
27495Murphy2025-03-22
Building Your Own Personal AI Assistant: A Step-by-Step Guide to Build a Text and Voice Local LLM
How to create a local LLM AI assistant with voice support that you can have conversations with
26893Murphy2025-03-22
AI vs. Human Insight in Financial Analysis
How the Bud Light boycott and SalesForce's innovation plans confuse the best LLMs
22570Murphy2025-03-22

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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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