DeepGuide for DeepSeek

Time Series for Climate Change: Using Deep Learning for Precision Agriculture
How to use time series analysis and forecasting to tackle climate change
28388Murphy2025-03-23
Implement interpretable neural models in PyTorch!
Hands-on tutorials to implement interpretable concept-based models with the "PyTorch, Explain!" library.
26066Murphy2025-03-23
3 Simple and Powerful Ways This AI Technique Will Transform Data Management
Advances in AI Will Continue to Disrupt the Modern Data Stack.
20533Murphy2025-03-23
LLMs, new Weapons of Mass Disinformation?
You thought the 2016 Brexit and US presidential campaigns were bad? Think again.
22484Murphy2025-03-23
Success in ML Projects through Technical Drawings
Improve workflows and expectation management in ML through technical drawings
25068Murphy2025-03-23
Reprompting: Automated Problem-solving Optimization for LLMs
Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
20529Murphy2025-03-23
Unlocking a New Dimension of ChatGPT: Text-to-Speech Integration
Enhancing User Experience in ChatGPT Interactions
20626Murphy2025-03-23
Unleashing the Power of MLflow
A whirlwind tour of Machine Learning Lifecycle Management
20720Murphy2025-03-23
Do Not Use ChatGPT Only to "Summarize Text"
Unleash the lion.
22672Murphy2025-03-23
20 Examples to Master Merging DataFrames in Python Pandas
A comprehensive practical guide.
28309Murphy2025-03-23
Urban Resilience: Modeling Spatial Equity
Using spatial data science to model populations + analysing educational equity in Tirana.
26927Murphy2025-03-23
From Data Lakes to Data Mesh: A Guide to the Latest Enterprise Data Architecture
Understand why large companies are embracing data mesh
30063Murphy2025-03-23
When Is It Wrong to Use Bar Charts?
...and possible ways to fix it
27926Murphy2025-03-23
A Data Scientist's Essential Guide to Exploratory Data Analysis
Best Practices, Techniques, and Tools to Fully Understand Your Data
29535Murphy2025-03-23
How to Make Your Python Packages Really Fast with Rust
Goodbye, slow code
27780Murphy2025-03-23
Show Streamlit Apps in your Medium Blog
Follow this tutorial to put your apps online in Medium posts.
24535Murphy2025-03-23
Ensuring Trustworthy ML Systems With Data Validation and Real-Time Monitoring
THE FULL STACK 7-STEPS MLOPS FRAMEWORK Photo by Hassan Pasha on Unsplash This tutorial represents lesson 5 out of a 7-lesson course that will walk you step-by-step through how to design, implement, and deploy an ML system using MLOps good practices. Durin
23099Murphy2025-03-23
How to Improve The Code Quality of your Dbt Models with Unit Tests and TDD
All you need to know to start unit testing your dbt models
22485Murphy2025-03-23
Word Embeddings – Explained!
Word Embeddings, Explained
28183Murphy2025-03-23
Text Tiling Done Right: Building Solid Foundations For Your Personal LLM
How to build a text tiling model from scratch using both semantic and lexical similarity
29783Murphy2025-03-23

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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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