Fine-Tuning Large Language Models (LLMs)
A conceptual overview with example Python code- 28439Murphy ≡ DeepGuide
Your Own Personal ChatGPT
How you can fine-tune OpenAI's GPT-3.5 Turbo model to perform new tasks using your custom data- 27928Murphy ≡ DeepGuide
Document Topic Extraction with Large Language Models (LLM) and the Latent Dirichlet Allocation…
A guide on how to efficiently extract topics from large documents using Large Language Models (LLM) and the Latent Dirichlet Allocation...- 25371Murphy ≡ DeepGuide
Continuous Learning: A Data Scientist's Odyssey
Navigating the ever-changing field- 24160Murphy ≡ DeepGuide
ChatGPT Advanced Data Analytics For Custom Matplotlib Well Log Plots
Using OpenAI's Code Interpreter to Create Well Log Plots for Petrophysics and Geoscience Interpretations- 27464Murphy ≡ DeepGuide
Vector Search Is Not All You Need
Introduction- 22035Murphy ≡ DeepGuide
Prompt Engineering 101: Zero, One, and Few-Shot Prompting
An introduction to a basic prompt engineering strategy- 24739Murphy ≡ DeepGuide
Something-of-Thought in LLM Prompting: An Overview of Structured LLM Reasoning
Chain-of-Thought (CoT), Tree-of-Thought (ToT), Graph-of-Thought (GoT), and beyond, ... What are these thoughts?- 27410Murphy ≡ DeepGuide
What Does It Mean When Machine Learning Makes a Mistake?
Do our definitions of "mistake" make sense when it comes to ML/AI? If not, why not?- 27577Murphy ≡ DeepGuide
A Foundation Model for Medical AI
Introducing PLIP, a foundation model for pathology- 21239Murphy ≡ DeepGuide
Conversations as Directed Graphs with LangChain
Building a chatbot designed to understand key information about new prospective customers.- 24648Murphy ≡ DeepGuide
Exploring what makes an AI Ethics Toolkit tick
AI Ethics Toolkits are everywhere, but do we really understand them?- 20195Murphy ≡ DeepGuide
How to Build an LLM from Scratch
Data Curation, Transformers, Training at Scale, and Model Evaluation- 30106Murphy ≡ DeepGuide
How to Program a Neural Network
A step-by-step guide to implementing a neural network from scratch- 29795Murphy ≡ DeepGuide
Prompt Engineering Evolution: Defining the New Program Simulation Prompt Framework
A roadmap for crafting different types of program simulation prompts.- 24870Murphy ≡ DeepGuide
Simplifying Transformers: State of the Art NLP Using Words You Understand – part 4 – Fee
Plain old feed-forward layers and their role in Transformers- 24686Murphy ≡ DeepGuide
Is Generative AI Taking Over the World?
Businesses are jumping on a bandwagon of creating something, anything that they can launch as a "Generative AI" feature or product.- 21396Murphy ≡ DeepGuide
Hierarchical Transformers – part 1
More efficient language models- 26954Murphy ≡ DeepGuide
Coin Counting using Lang-SAM
Leverage Lang-SAM for precise coin segmentation in images, followed by a custom neural network to identify and sum their monetary values.- 21450Murphy ≡ DeepGuide
Simplifying Transformers: State of the Art NLP Using Words You Understand - part 5- Decoder and̷
As this is an ongoing series, if you haven’t done so yet, you might want to consider starting at one of the previous sections: 1st, 2nd, 3rd, and 4th. This 4th part of the series will be heavily based on the 2nd, 3rd, and 4th, so if you haven’- 28619Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag