DeepGuide for DeepSeek

Deploy a LightGBM ML Model With GitHub Actions
A beginner's guide to getting out of Jupyter notebooks and deploying ML models
25960Murphy2025-03-22
How LLMs Will Democratize Exploratory Data Analysis
Or, When you feel your life's too hard, just go have a talk with Claude
27686Murphy2025-03-22
How Do Computers Actually Compute?
A Budding Data Scientist's Introduction to Computer Hardware
23016Murphy2025-03-22
Analyzing Lake Mendota Ice Phenology with Python
An analysis-ready dataset you can use right now
21288Murphy2025-03-22
It's Time to Finally Memorize those Dang Classification Metrics!
Intuition behind the metrics and how I finally memorized them
24825Murphy2025-03-22
Task-Aware RAG Strategies for When Sentence Similarity Fails
When retrieval is based on an additional metric besides just sentence similarity, traditional methods perform poorly.
23521Murphy2025-03-22
From Masked Image Modeling to Autoregressive Image Modeling
A brief review of the image foundation model pre-training objectives
29635Murphy2025-03-22
Sparse Autoencoders, Additive Decision Trees, and Other Emerging Topics in AI Interpretability
Our weekly selection of must-read Editors' Picks and original features
22169Murphy2025-03-22
Optimize Production with R - Part I
An introduction to linear programming with R
29944Murphy2025-03-22
Beyond FOMO – Keeping up to date in AI
Don't get stressed but enjoy the journey.
27442Murphy2025-03-22
Spatial Index: Space-Filling Curves
Spatial Index and Space Filling Curves for Multi-dimensional data
25761Murphy2025-03-22
Take a Look Under the hood
Using Monosemanticity to understand the concepts a Large Language Model learned
29458Murphy2025-03-22
Multi-Head Attention – Formally Explained and Defined
A comprehensive and detailed formalization of multi-head attention.
22817Murphy2025-03-22
Improving Business Performance with Machine Learning
Whether you are a data scientist, analyst, or business analyst, your goal is to deliver projects that improve business performance.
24637Murphy2025-03-22
How to Maximize Your Impact as a Data Scientist
Actionable advice to accelerate your career
27097Murphy2025-03-22
Key Roles in a Fraud Prediction project with Machine Learning
What type of roles are involved in developing a ML model for fraud prediction?
29304Murphy2025-03-22
Reinforcement Learning, Part 4: Monte Carlo Control
Harnessing Monte Carlo algorithms to discover the best strategies
28153Murphy2025-03-22
Beyond AlphaFold: The Future Of LLM in Medicine
AlphaFold leaves a complex legacy: What will be the future of LLM in biology and medicine?
24221Murphy2025-03-22
How I'd Become a Data Scientist (If I Had to Start Over)
Roadmap and tips on how to land a job in data science
29068Murphy2025-03-22
An Open Data-Driven Approach to Optimising Healthcare Facility Locations Using Python
A tutorial in Python with an open data stack
29078Murphy2025-03-22

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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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