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
28430Murphy2025-03-23
Implement interpretable neural models in PyTorch!
Hands-on tutorials to implement interpretable concept-based models with the "PyTorch, Explain!" library.
26108Murphy2025-03-23
3 Simple and Powerful Ways This AI Technique Will Transform Data Management
Advances in AI Will Continue to Disrupt the Modern Data Stack.
20576Murphy2025-03-23
LLMs, new Weapons of Mass Disinformation?
You thought the 2016 Brexit and US presidential campaigns were bad? Think again.
22526Murphy2025-03-23
Success in ML Projects through Technical Drawings
Improve workflows and expectation management in ML through technical drawings
25110Murphy2025-03-23
Reprompting: Automated Problem-solving Optimization for LLMs
Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
20571Murphy2025-03-23
Unlocking a New Dimension of ChatGPT: Text-to-Speech Integration
Enhancing User Experience in ChatGPT Interactions
20669Murphy2025-03-23
Unleashing the Power of MLflow
A whirlwind tour of Machine Learning Lifecycle Management
20763Murphy2025-03-23
Do Not Use ChatGPT Only to "Summarize Text"
Unleash the lion.
22718Murphy2025-03-23
20 Examples to Master Merging DataFrames in Python Pandas
A comprehensive practical guide.
28351Murphy2025-03-23
Urban Resilience: Modeling Spatial Equity
Using spatial data science to model populations + analysing educational equity in Tirana.
26970Murphy2025-03-23
From Data Lakes to Data Mesh: A Guide to the Latest Enterprise Data Architecture
Understand why large companies are embracing data mesh
30105Murphy2025-03-23
When Is It Wrong to Use Bar Charts?
...and possible ways to fix it
27969Murphy2025-03-23
A Data Scientist's Essential Guide to Exploratory Data Analysis
Best Practices, Techniques, and Tools to Fully Understand Your Data
29578Murphy2025-03-23
How to Make Your Python Packages Really Fast with Rust
Goodbye, slow code
27822Murphy2025-03-23
Show Streamlit Apps in your Medium Blog
Follow this tutorial to put your apps online in Medium posts.
24578Murphy2025-03-23
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
23141Murphy2025-03-23
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
22530Murphy2025-03-23
Word Embeddings – Explained!
Word Embeddings, Explained
28225Murphy2025-03-23
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
29825Murphy2025-03-23

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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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