DeepGuide for DeepSeek

How to Implement and Test Phi3: Microsoft's Powerful New Large Language Model
Learn about Phi3: Microsoft's new LLM capable of tasks like question answering and information extraction
26278Murphy2025-03-22
The Math Behind LSTM
Dive into LSTMs, understand their mathematics, and implement them from scratch
22650Murphy2025-03-22
Starting ML Product Initiatives on the Right Foot
Top 3 lessons learned: the problem, the size, and the data
24876Murphy2025-03-22
How to Build Data Pipelines for Machine Learning
A beginner-friendly introduction with Python code
23850Murphy2025-03-22
Tool Use, Agents, and the Voyager Paper
A detailed exploration of the Voyager Paper and its findings on tool usage
26001Murphy2025-03-22
Environmental Implications of the AI Boom
The digital world can't exist without the natural resources to run it. What are the costs of the tech we're using to build and run AI?
20467Murphy2025-03-22
Create an A.I. Driven Product with Computer Vision and ChatGPT
Tutorial on using Deep Learning and GenAI to create a medical dashboard for melanoma skin cancer.
22582Murphy2025-03-22
HELP! We've Been HECS'd
A Statistical Review of the Universities Accord Recommendations
20759Murphy2025-03-22
My First Billion (of Rows) in DuckDB
First Impressions of DuckDB handling 450Gb in a real project
25047Murphy2025-03-22
Deep Dive into LlaMA 3 by Hand ✍️
Explore the nuances of the transformer architecture behind Llama 3 and its prospects for the GenAI ecosystem
22988Murphy2025-03-22
Automate Your Job Search with AI Agents
A step-by-step guide on building a team of AI agents that automate and refine the search and selection process matching job seeker's skills
26764Murphy2025-03-22
Why and When to Use the Generalized Method of Moments
It's a highly flexible estimation technique that can be applied in a variety of situations
22296Murphy2025-03-22
From Probabilistic to Predictive: Methods for Mastering Customer Lifetime Value
The final chapter in a comprehensive, practical guide to real-world applications of CLV analysis & prediction
23076Murphy2025-03-22
Reducing the Size of Docker Images Serving Large Language Models
Have you encountered a problem where a 1 GB transformer-based model increases even up to 8 GB when deployed using Docker containerization?
23146Murphy2025-03-22
Extracting Information from Natural Language Using Generative AI
Extracting and structuring text elements with high accuracy using small models
21547Murphy2025-03-22
Understand SQL Window Functions Once and For All
A step-by-step guide to understanding window functions
21023Murphy2025-03-22
Dissolving map boundaries in QGIS and Python
This post describes some interesting processes for transforming the map boundaries in vector datasets using QGIS and geopandas in Python.
21176Murphy2025-03-22
Get Underlined Text from Any PDF with Python
A step-by-step guide to get underlined text as an array from PDF files.
30057Murphy2025-03-22
Introduction to Computer Vision for Climate Change
Uncovering hidden patterns in visual data (e.g. satellite data) is a critical task in tackling climate change
23016Murphy2025-03-22
Enhance Your Network Analysis with the Power of a Graph DB
Get yourself set up in 5 mins with a graph DB and an interactive visualization, with all the code to do it written for you.
22712Murphy2025-03-22