Economics of Generative AI
What's the business model for generative AI, given what we know today about the technology and the market?- 27521Murphy ≡ DeepGuide
Train/Fine-Tune Segment Anything 2 (SAM 2) in 60 Lines of Code
A step-by-step tutorial for fine-tuning SAM2 for custom segmentation tasks.- 26389Murphy ≡ DeepGuide
Predicting metadata for Humanitarian datasets with LLMs part 2 – An alternative to fine-tuning
Using LLM prompting for tagging metadata on humanitarian datasets- 28475Murphy ≡ DeepGuide
Strategizing Your Preparation for Machine Learning Interviews
Decoding Job Roles and identify focus areas- 24360Murphy ≡ DeepGuide
AI Shapeshifters: The Changing Role of the AI Engineer and Applied Data Scientist
The role of AI Engineer and Applied Data Scientist has undergone a remarkable transformation. Where is it heading and how can we prepare?- 21007Murphy ≡ DeepGuide
How To Learn AI (Roadmap)
A full breakdown of how you can learn AI this year effectively- 28157Murphy ≡ DeepGuide
We Need to Raise the Bar for AI Product Managers
How to Stop Blaming the 'Model' and Start Building Successful AI Products- 28884Murphy ≡ DeepGuide
LLMOps – Serve a Llama-3 model with BentoML
Quickly set up LLM APIs with BentoML and Runpod- 28005Murphy ≡ DeepGuide
Introduction to Support Vector Machines - Motivation and Basics
Learn basic concepts that make Support Vector Machine a powerful linear classifier- 29195Murphy ≡ DeepGuide
The Missing Piece: Symbolic AI's Role in Solving Generative AI Hurdles
Symbolic reasoning may still be alive...- 28116Murphy ≡ DeepGuide
Powering Experiments with CUPED and Double Machine Learning
Causal AI, exploring the integration of causal reasoning into machine learning- 23059Murphy ≡ DeepGuide
The End of Required Work: Universal Basic Income and AI-Driven Prosperity
How a tax on AI work might let everyone share the imminent bounty from AI automation.- 24050Murphy ≡ DeepGuide
Don't Limit Your RAG Knowledgebase to Just Text
Steal this plug-n-play Python script to easily implement images into your chatbot's Knowledgebase- 25304Murphy ≡ DeepGuide
The Art of Chunking: Boosting AI Performance in RAG Architectures
The Key to Effective AI-Driven Retrieval- 27654Murphy ≡ DeepGuide
The Evolution of SQL
Unlocking the power of large language models- 21185Murphy ≡ DeepGuide
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...- 27066Murphy ≡ DeepGuide
3 AI Use Cases (That Are Not a Chatbot)
Feature engineering, structuring unstructured data, and lead scoring- 28906Murphy ≡ DeepGuide
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- 21785Murphy ≡ DeepGuide
DBSCAN, Explained in 5 Minutes
Fastest implementation in python- 26525Murphy ≡ DeepGuide
BERT – Intuitively and Exhaustively Explained
Baking General Understanding into Language Models- 29205Murphy ≡ 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