DeepGuide for DeepSeek

Integrating LLM Agents with LangChain into VICA
Learn how we use LLM Agents to improve and customise transactions in a chatbot!
20610Murphy2025-03-23
How To Get A Data Science Graduate Scheme / Internship
My advice for university and college students wanting to get into data science
23774Murphy2025-03-23
How to Effortlessly Extract Receipt Information with OCR and GPT-4o mini
Utilize OCR and the powerful GPT-4o mini model to perform information extraction on receipts
25747Murphy2025-03-23
Learning to Unlearn: Why Data Scientists and AI Practitioners Should Understand Machine Unlearning
Explore the intersections between privacy and AI with a guide to removing the impact of individual data points in AI training using the...
27053Murphy2025-03-23
Hands-on Time Series Anomaly Detection using Autoencoders, with Python
Here's how to use Autoencoders to detect signals with anomalies in a few lines of codes
29552Murphy2025-03-23
Distance Metric Learning for Outlier Detection
An outlier detection method that determines a relevant distance metric between records
20472Murphy2025-03-23
SQL User Defined Functions (UDFs)
A tutorial on mastering SQL UDFs: categories, use cases, and difference from stored procedures
29395Murphy2025-03-23
What Do Large Language Models "Understand"?
A deep dive on the meaning of understanding and how it applies to LLMs
22783Murphy2025-03-23
AWS DeepRacer : A Practical Guide to Reducing The Sim2Real Gap – Part 1
In this guide (which also happens to be my first Medium article), I will share practical tips & tricks to autonomously run the AWS...
24400Murphy2025-03-23
3 AI Use Cases (That Are Not a Chatbot)
Feature engineering, structuring unstructured data, and lead scoring
28893Murphy2025-03-23
Structured State Space Models Visually Explained
Part 2 - Towards Mamba State Space Models for Images, Videos and Time Series
23284Murphy2025-03-23
Creating a RAG Chatbot with Langflow and Astra DB
A walkthrough on how to create a RAG chatbot using Langflow's intuitive interface, integrating LLMs with vector databases for...
25263Murphy2025-03-23
ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 2): Who's the Best at EDA?
Five criteria to compare ChatGPT, Claude, and Gemini in tackling Exploratory Data Analysis
22622Murphy2025-03-23
LLM Agents, Text Vectorization, Advanced SQL, and Other Must-Reads by Our Newest Authors
Our weekly selection of must-read Editors' Picks and original features
23799Murphy2025-03-23
The Floyd-Warshall Algorithm From Graph Theory, Applied to Parsing Molecular Structures
Hands-on explanations assisted by simple JavaScript code
28188Murphy2025-03-23
What It Takes To Build a Great Graph
Our world is composed of relationships. Who we know, how we interact, how we transact - graphs structure information in this way...
27922Murphy2025-03-23
Graph RAG – A conceptual introduction
Graph RAG answers the big questions where text embeddings won't help you.
25265Murphy2025-03-23
A Data Science Leader's Guide to Ensuring Every Project Drives Business Value
Lessons from someone who manages a team of 8
25125Murphy2025-03-23
Why Does Position-Based Chunking Lead to Poor Performance in RAGs?
How to implement semantic chunking and gain better results.
25838Murphy2025-03-23
Art Guard: Protecting Your Online Images From Generative AI
Steps you can take to prevent bots from scraping and using your art to train AI models like Stable Diffusion, Midjourney, and DALL-E
21773Murphy2025-03-23

< 120 121 122 123 124 >

The current state of continual learning in AI
Why is ChatGPT only trained up until 2021?
Optimizing Pandas Code: The Impact of Operation Sequence
Learn how to rearrange your code to achieve significant speed improvements.

Recommend

◦ The Docker Compose of ETL: Meerschaum Compose

◦ Visualize a business process through data serialization

◦ An Illusion of Life

◦ Efficient Metric Collection in PyTorch: Avoiding the Performance Pitfalls of TorchMetrics

◦ Extracting Information from Natural Language Using Generative AI

◦ A Requiem for the Transformer?

◦ ChatGPT vs. Claude vs. Gemini for Data Analysis (Part 1)

◦ Log Breadcrumbs: only show Logs leading up to an Error

◦ OCR-Free Document Data Extraction with Transformers (2/2)

◦ An Intuitive Guide to Docker for Data Science

◦ Fine-Tuning BERT for Text Classification

◦ Unlocking Growth: 3 Years at Meta - Transformative Lessons for Work and Life