DeepGuide for DeepSeek

Autonomous Agent Ecosystems, Data Integration, Open Source LLMs, and Other November Must-Reads
The stories that resonated the most with our community in the past month
25471Murphy2025-03-22
Explainable Generic ML Pipeline with MLflow
An end-to-end demo to wrap a pre-processor and explainer into an algorithm-agnostic ML pipeline with mlflow.pyfunc
28565Murphy2025-03-22
Roadmap to Becoming a Data Scientist, Part 1: Maths
Identifying fundamental math skills to master for aspiring Data Scientists
24880Murphy2025-03-22
A quick guide to Network Science
For those who would like to learn about complex connections - from theory to practice in Python
21024Murphy2025-03-22
Complete MLOPS Cycle for a Computer Vision Project
These days, we encounter (and maybe produce on our own) many computer vision projects, where AI is the hottest topic for new technologies...
22651Murphy2025-03-22
The Intuition behind Concordance Index – Survival Analysis
Ranking accuracy versus absolute accuracy
21333Murphy2025-03-22
GenAI is Reshaping Data Science Teams
Challenges, opportunities, and the evolving role of data scientists
22265Murphy2025-03-22
Query Optimization for Mere Humans in PostgreSQL
Understanding a PostgreSQL execution plan with practical examples
21819Murphy2025-03-22
Porting Twitter's Anomaly Detection Algorithm To Swift
From Twitter to Swift: Building Anomaly Detection.
27711Murphy2025-03-22
LLMs for Coding in 2024: Price, Performance, and the Battle for the Best
Evaluating the current LLM landscape based both benchmarks and real-world insights to help you make informed choices.
25715Murphy2025-03-22
Training Language Models on Google Colab
A guide to iterative fine-tuning and serialisation
27603Murphy2025-03-22
Model Validation Techniques, Explained: A Visual Guide with Code Examples
12 must-know methods to validate your machine learning
22176Murphy2025-03-22
Grokking Behavioral Interviews
Master the art of behavioral interviews and land your dream job
22110Murphy2025-03-22
Making News Recommendations Explainable with Large Language Models
A prompt-based experiment to improve both accuracy and transparent reasoning in content personalization.
24172Murphy2025-03-22
Information at a Glance: Do Your Charts Suck?
How pre-attentive processing, Gestalt theory, and visual data encoding inform data design decisions
28955Murphy2025-03-22
AI Math: The Bias-Variance Trade-off in Deep Learning
A visual tour from classical statistics to the nuances of deep learning
27922Murphy2025-03-22
How to Solve a Simple Problem With Machine Learning
A technical walkthrough of lesson one
28809Murphy2025-03-22
The Lead, Shadow, and Sparring Roles in New Data Settings
From data engineer to domain expert-what it takes to build a new data platform
27784Murphy2025-03-22
SQL vs. Calculators: Building Champion/Challenger Tests from Scratch
In depth SQL code for creating your own statistical test design
25263Murphy2025-03-22
Smaller Is Smarter
Do you really need the power of top LLMs for a tiramisu recipe in Shakespearean style?
23342Murphy2025-03-22

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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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