DeepGuide for DeepSeek

Creating Dynamic Pivots on Snowflake Tables with dbt
Leverage dbt and its advanced scripting functionality to generate dynamic pivot tables that adapt to changing pivot values
28662Murphy2025-03-22
Solving the classic Betting on the World Series problem using hill climbing
A simple example of hill climbing - and solving a problem that's difficult to solve without optimization techniques
23548Murphy2025-03-22
Nobody Puts AI in a Corner!
Two short anecdotes about transformations, and what it takes if you want to become "AI-enabled"
25310Murphy2025-03-22
Decoding One-Hot Encoding: A Beginner's Guide to Categorical Data
Learning to transform categorical data into a format that a machine learning model can understand
24661Murphy2025-03-22
Can You Tell Free Python Art from Multi-Million Dollar Pieces?
Follow along for a Python generative art tutorial, inspired by Piet Mondrian and Josef Albers. From Code to Canvas, Part I.
28735Murphy2025-03-22
Demystifying the Correlation Matrix in Data Science
Understanding the Connections Between Variables: A Comprehensive Guide to Correlation Matrices and Their Applications
28530Murphy2025-03-22
Rewiring My Career: How I Transitioned from Electrical Engineering to Data Engineering
Data is booming and so are the job opportunities in this field. A must read for an engineer interested in a career in data.
26456Murphy2025-03-22
How I Created a Data Science Project Following CRISP-DM Lifecycle
An end-to-end project using the CRISP-DM framework
28841Murphy2025-03-22
Field Boundary Detection in Satellite Imagery Using the SAM2 Model
Step-by-Step Tutorial on Applying Segment Anything Model Version 2 to Satellite Imagery for Detecting and Exporting Field Boundaries in...
21232Murphy2025-03-22
Awesome Plotly with Code Series (Part 4): Grouping Bars vs Multi-Coloured Bars
Do technicolour bars really help make a story clear?
25743Murphy2025-03-22
ROI Worship Can Be Bad For Business
Watch out for these three ways too much of a good thing can be dangerous
26446Murphy2025-03-22
Writing LLMs in Rust: Looking for an Efficient Matrix Multiplication
Here are the lessons I learned and how I am writing llm.rust and tackling the matrix multiplication problem
23607Murphy2025-03-22
How To Up-Skill In Data Science
My framework for continually becoming a better data scientist
28205Murphy2025-03-22
Network Analysis, Diffusion Models, Data Lakehouses, and More: Our Best Recent Deep Dives
Our weekly selection of must-read Editors' Picks and original features
27668Murphy2025-03-22
Introduction to the Finite Normal Mixtures in Regression with
In this post, we demonstrate how to simulate a finite mixture model for regression using Markov Chain Monte Carlo (MCMC) sampling. We will...
29353Murphy2025-03-22
Why STEM Is Important for Any Data Scientist
3 cases to prove this from my own experience
21713Murphy2025-03-22
Why Most Cross-Validation Visualizations Are Wrong (And How to Fix Them)
Stop using moving boxes!
29041Murphy2025-03-22
Open the Artificial Brain: Sparse Autoencoders for LLM Inspection
A deep dive into LLM visualization and interpretation using sparse autoencoders
28869Murphy2025-03-22
Gradient Boosting Regressor, Explained: A Visual Guide with Code Examples
Fitting to errors one booster stage at a time
21357Murphy2025-03-22
Exploring Music Transcription with Multi-Modal Language Models
Using Qwen2-Audio to transcribe music into sheet music
28814Murphy2025-03-22

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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
Our weekly selection of must-read Editors' Picks and original features

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