Measuring The Intrinsic Causal Influence Of Your Marketing Campaigns
Causal AI, exploring the integration of causal reasoning into machine learning- 24533Murphy ≡ DeepGuide
Understanding You Only Cache Once
This blog post will go in detail on the "You Only Cache Once: Decoder-Decoder Architectures for Language Models" Paper and its findings- 23299Murphy ≡ DeepGuide
Automating Prompt Engineering with DSPy and Haystack
Teach your LLM how to talk through examples- 20479Murphy ≡ DeepGuide
AI Assistants, Copilots, and Agents in Data & Analytics: What's the Difference?
Understanding AI autonomy: assistants, copilots, agents, and their impact on business value- 23100Murphy ≡ DeepGuide
Scale Is All You Need for Lip-Sync?
Alibaba's EMO and Microsoft's VASA-1 are crazy good. Let's break down how they work.- 29408Murphy ≡ DeepGuide
Acquire Customers with Ecommerce Data Science
Data informed strategies help ecommerce businesses overcome advertising challenges- 27285Murphy ≡ DeepGuide
Validating the Causal Impact of the Synthetic Control Method
Causal AI, exploring the integration of causal reasoning into machine learning- 28497Murphy ≡ DeepGuide
Here is what using an LLM for monsters taught me about programming
How I learned to use AI as an alternative to generate amazing random data.- 23875Murphy ≡ DeepGuide
How LLMs Will Democratize Exploratory Data Analysis
Or, When you feel your life's too hard, just go have a talk with Claude- 27761Murphy ≡ DeepGuide
Task-Aware RAG Strategies for When Sentence Similarity Fails
When retrieval is based on an additional metric besides just sentence similarity, traditional methods perform poorly.- 23592Murphy ≡ DeepGuide
Beyond FOMO – Keeping up to date in AI
Don't get stressed but enjoy the journey.- 27510Murphy ≡ DeepGuide
Take a Look Under the hood
Using Monosemanticity to understand the concepts a Large Language Model learned- 29531Murphy ≡ DeepGuide
CUDA for AI – Intuitively and Exhaustively Explained
Parallelized AI from scratch in CUDA- 27896Murphy ≡ DeepGuide
A Python Engineer's Introduction to 3D Gaussian Splatting (Part 2)
Understanding and coding how Gaussian's are used within 3D Gaussian Splatting- 26754Murphy ≡ DeepGuide
Analyzing Unstructured PDF Data w/ Embedding Models and LLMs
How to turn PDFs into actionable insights- 24600Murphy ≡ DeepGuide
Benchmarking LLM Inference Backends
Comparing Llama 3 serving performance on vLLM, LMDeploy, MLC-LLM, TensorRT-LLM, and TGI- 23137Murphy ≡ DeepGuide
The Important Role of Memory in Agentic AI
Memory will be a critical component that dramatically improves the performance of AI systems - both in accuracy and efficiency.- 27897Murphy ≡ DeepGuide
How to Find and Solve Valuable Generative AI Use Cases
80% of AI projects fail due to poor use cases or technical knowledge. Gen AI reduced complexity, and now we must pick the right battles.- 29361Murphy ≡ DeepGuide
Incorporate an LLM Chatbot into Your Web Application with OpenAI, Python, and Shiny
Step-by-Step Integration of AI Chatbots into Shiny for Python Applications: From API Setup to User Interaction.- 21068Murphy ≡ DeepGuide
Understanding Techniques for Solving GenAI Challenges
Dive into model pre-training, fine-tuning, RAG, prompt engineering, and more!- 27975Murphy ≡ 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