DeepGuide for DeepSeek

Building a Local Voice Assistant with LLMs and Neural Networks on Your CPU Laptop
A practical guide to run lightweight LLMs using python
20736Murphy2025-03-22
Explaining LLMs for RAG and Summarization
A fast and low-resource method using similarity-based attribution
28481Murphy2025-03-22
3 Triangle-Shaped Chart Ideas as Alternatives to Some Basic Charts
Creating data visualizations with Python as alternatives to bar charts, pie charts, and some 3D plots.
23458Murphy2025-03-22
Einstein Notation: A New Lens on Transformers
Transforming the Math of the Transformer Model
21402Murphy2025-03-22
Dance between dense and sparse embeddings: Enabling Hybrid Search in LangChain-Milvus
How to create and search multi-vector-store in langchain-milvus This blog post was co-authored by Omri Levy and Ohad Eytan, as part of the work we have done in IBM Research Israel. Intro Recently, we – at IBM Research – needed to use hybrid se
26701Murphy2025-03-22
Water Cooler Small Talk: Why Does the Monty Hall Problem Still Bother Us?
A look at the counterintuitive mathematics of game show puzzles
29873Murphy2025-03-22
Multimodal Models – LLMs that can see and hear
An introduction with example Python code
24542Murphy2025-03-22
Building a Vision Inspection CNN for an Industrial Application
A step-by-step approach using PyTorch
20471Murphy2025-03-22
LoRA Fine-Tuning On Your Apple Silicon MacBook
Let's Go Step-By-Step Fine-Tuning On Your MacBook
24818Murphy2025-03-22
Building a Research Agent That Can Write to Google Docs (Part 1)
A tool that might help with your homework
20413Murphy2025-03-22
Cluster While Predict: Iterative Methods for Regression and Classification
Predictive and prescriptive analytics to bridge the gap between segmentation and prediction for real-world applications
20448Murphy2025-03-22
Building a Research Assistant That Can Write to Google Docs (Part 2)
A tool that might help with your homework
24476Murphy2025-03-22
The Root Cause of Why Organizations Fail With Data & AI
A guide to be successful with the strategic groundwork required
21020Murphy2025-03-22
Leverage Python Inheritance in ML projects
Learn how to implement coding best practices to avoid tech debts
23768Murphy2025-03-22
Graph Neural Networks: Fraud Detection and Protein Function Prediction
Understanding AI applications in bio for machine learning engineers
21024Murphy2025-03-22
ChatGPT: Two Years Later
Tracing the impact of the generative AI revolution
23989Murphy2025-03-22
Dynamic Visualizations in Python
How to animate plots with OpenCV and Matplotlib
20890Murphy2025-03-22
Neuromorphic Computing – an Edgier, Greener AI
There are periodic proclamations of the coming neuromorphic computing revolution. While there remain substantial challenges in the field...
22495Murphy2025-03-22
NuCS: A Constraint Solver for Research, Teaching, and Production Applications
Blazing-fast constraint solving in pure Python
23590Murphy2025-03-22
Are You Sure You Want to Become a Data Science Manager?
Don't rush into the fancy title until you have read this.
24159Murphy2025-03-22

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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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