DeepGuide for DeepSeek

Kolmogorov-Arnold Networks: the latest advance in Neural Networks, simply explained
The new type of network that is making waves in the ML world.
28119Murphy2025-03-22
An Intuitive Guide to Docker for Data Science
Learn the basic concepts of Docker, common commands, and how to dockerize a machine learning application
25268Murphy2025-03-22
Building an Observable arXiv RAG Chatbot with LangChain, Chainlit, and Literal AI
A tutorial on building a semantic paper engine using RAG with LangChain, Chainlit copilot apps, and Literal AI observability.
28331Murphy2025-03-22
How to Run Stable Diffusion with ONNX
Addressing compatibility issues during installation | ONNX for NVIDIA GPUs | Hugging Face's Optimum library
24756Murphy2025-03-22
Navigating the Maze: A Guide to Data Architectures
Data is the lifeblood of any organization today. But how do you ensure your data is organized, secure, and accessible for all the needs of...
28657Murphy2025-03-22
SQL Server's Secret Feature – Run Python and Add-Ons Natively In SQL Server.
Import Python libraries, manipulate and output SQL tables and more, all without leaving SQL server.
29177Murphy2025-03-22
Data Engineering Patterns
Engineers, scientists, and analysts have the potential to greatly reduce carbon emissions by introducing sustainable, efficient, and...
28845Murphy2025-03-22
A Complete Guide to BERT with Code
History, Architecture, Pre-training, and Fine-tuning
25171Murphy2025-03-22
How to Perform Bulk Insert/Update/Upsert Actions with SQLAlchemy ORM
Learn efficient ways to perform bulk actions with the latest version of SQLAlchemy
22338Murphy2025-03-22
The (lesser known) rising application of LLMs
Today, I want to talk about a rising application for LLM which is structuring unstructured data
20379Murphy2025-03-22
Don't Let the Python dir() Function Trick You!
The dir() function returns an object's attributes. Unfortunately, it doesn't reveal everything - discover how to find all attributes...
30146Murphy2025-03-22
Introducing Python's datetime Module
A Beginner's Guide to Handling Dates and Times
27846Murphy2025-03-22
How to Get Promoted in Data Science
Advice and tips that helped me get my first promotion as a data scientist
24261Murphy2025-03-22
Earn vs. Learn: Solving a Fishing Inspired Multi-Armed Bandit Problem
Exploring five algorithms to balance the earn/learn trade off
22890Murphy2025-03-22
Interpretable kNN (ikNN)
An interpretable classifier
20229Murphy2025-03-22
Unlocking Valuable Data and Model Insights with Python Packages Yellowbrick and PiML (with Code)
How to get insights about model robustness/reliability, training data size adequacy, and more
28872Murphy2025-03-22
Building and Evaluating Classification Models to Predict Customer Churn with Tidymodels
Guide to using the standardized syntax within Tidymodels to build and compare various models and metrics
28771Murphy2025-03-22
The Importance of Collaboration in Data
Asking for feedback is a secretly powerful tool in data work. Let's talk about why, and how to do it well.
24544Murphy2025-03-22
Can (And Should) Management Dashboards Tell Stories?
Employing data storytelling to increase user engagement & informative power of management dashboards
27334Murphy2025-03-22
Bird by Bird using Finite Automata
Background "When life gives you chickens, let AI handle the fowl play." – Unknown Engineer. Why on earth do we need simulations? What is the advantage we can get by sampling something and getting an average? But that is never only this. Re
22482Murphy2025-03-22