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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Using Databricks Genie for Natural Language Querying on Semantic Models

Using Databricks Genie for Natural Language Querying on Semantic Models

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7 min read
How a Voice AI call works: from dial to response

How a Voice AI call works: from dial to response

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21 min read
Fine-Tuning Gemma 4 on Day Zero: 3 Bugs We Solved in 30 Minutes

Fine-Tuning Gemma 4 on Day Zero: 3 Bugs We Solved in 30 Minutes

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4 min read
Building a Document Classification and Extraction Pipeline with Gemini Vision API

Building a Document Classification and Extraction Pipeline with Gemini Vision API

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6 min read
Creating AI Chatbots Using AWS Generative AI Services

Creating AI Chatbots Using AWS Generative AI Services

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5 min read
Understanding Decoder-Only Transformers Part 2: Decoder-Only vs Regular Transformers

Understanding Decoder-Only Transformers Part 2: Decoder-Only vs Regular Transformers

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2 min read
A Cluster Stall Looks Healthy on Every Host. The Cause Is in the Pattern Across Hosts.

A Cluster Stall Looks Healthy on Every Host. The Cause Is in the Pattern Across Hosts.

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9 min read
“Prompt Engineering Is Enough” Is Wrong – Here’s What I Had to Add

“Prompt Engineering Is Enough” Is Wrong – Here’s What I Had to Add

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2 min read
Introduction to RAG for LLMs: Sparse (Lexical) RAG and Dense RAG (Semantic Vector Search)

Introduction to RAG for LLMs: Sparse (Lexical) RAG and Dense RAG (Semantic Vector Search)

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25 min read
Cache-Augmented Generation (CAG): A RAG-less Approach to Document QA

Cache-Augmented Generation (CAG): A RAG-less Approach to Document QA

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4 min read
Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)

Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)

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4 min read
The 10 free books I recommend to every engineer learning ML math (and why order matters)

The 10 free books I recommend to every engineer learning ML math (and why order matters)

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3 min read
How to Migrate Your LLM Pipeline to Gemma 4 Without Breaking Everything

How to Migrate Your LLM Pipeline to Gemma 4 Without Breaking Everything

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5 min read
Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)

Face Tracking for Vertical Video: Why It's Harder Than It Looks (And How It Works)

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4 min read
770 Experiments to Squeeze 30 tok/s Out of a 35B MoE Model on a $500 GPU

770 Experiments to Squeeze 30 tok/s Out of a 35B MoE Model on a $500 GPU

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8 min read
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