DeepGuide for DeepSeek

NLP Illustrated, Part 2: Word Embeddings
An illustrated and intuitive guide to word embeddings
28031Murphy2025-03-22
Building a Knowledge Graph From Scratch Using LLMs
Turn your Pandas Data Frame into a Knowledge Graph using LLMs. Build your own LLM graph-builder and QA your KG.
23822Murphy2025-03-22
The Economics of Artificial Intelligence – what does automation mean for workers?
Despite tremendous progress in AI, the economic implications of AI remain inadequately understood, with unsatisfactory insights from AI...
22661Murphy2025-03-22
A Story of Long Tails: Why Uncertainty in Marketing Mix Modelling is Important
"Details matter. It’s worth waiting to get it right." — Steve Jobs Image generated by author using DALL-E What if the most valuable insights from your Marketing Mix Model (MMM) are hiding in what we usually consider uncertainty or noise? W
27372Murphy2025-03-22
Bias-Variance Tradeoff, Explained: A Visual Guide with Code Examples for Beginners
How underfitting and overfitting fight over your models
28548Murphy2025-03-22
How to Develop an Effective AI-Powered Legal Assistant
Create a machine-learning-based search into legal decisions
20284Murphy2025-03-22
Level Up Your Coding Skills with Python Threading
Learn how to use queues, daemon threads, and events in a Machine Learning project
27934Murphy2025-03-22
Effortless Data Handling: Find Variables Across Multiple Data Files with R
A practical solution with code and workflow
23907Murphy2025-03-22
RAGOps Guide: Building and Scaling Retrieval Augmented Generation Systems
The Architecture, Operational Layers, and Best Practices for Effective RAG Implementation
23152Murphy2025-03-22
AI Agents in Networking Industry
AI Agents for deploying, configuring and monitoring Networks
25198Murphy2025-03-22
How to Prune LLaMA 3.2 and Similar Large Language Models
This article presents a structured pruning technique for state-of-the-art models, that uses a GLU architecture, enabling the creation of...
29070Murphy2025-03-22
How to Transition from Engineering to Data Science
AI for engineers: experience of an engineering graduate
24817Murphy2025-03-22
Every Step of the Machine Learning Life Cycle Simply Explained
A comprehensive guide to the ML life cycle with examples in Python
29957Murphy2025-03-22
Saving Pandas DataFrames Efficiently and Quickly – Parquet vs Feather vs ORC vs CSV
Speed, RAM, size and convenience. Which storage method is best?
24056Murphy2025-03-22
From Data Scientist to Data Manager: My First 3 Months Leading a Team
Reflections on moving from hands-on work to mentoring and leading
25250Murphy2025-03-22
How Can Self-Driving Cars Work Better?
The far-reaching implications of Waymo's EMMA and other end-to-end driving systems
22434Murphy2025-03-22
Use Tablib to Handle Simple Tabular Data in Python
Sometimes a Shallow Abstraction is more Valuable than Performance
26898Murphy2025-03-22
Optimizing Transformer Models for Variable-Length Input Sequences
How PyTorch NestedTensors, FlashAttention2, and xFormers can Boost Performance and Reduce AI Costs
24114Murphy2025-03-22
LLMs.txt Explained
Your guide to the web's new LLM-ready content standard
29103Murphy2025-03-22
Introducing the New Anthropic PDF Processing API
Anthropic Claude 3.5 now understands PDF input
28709Murphy2025-03-22

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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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