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How training and inference work: build and test a model by hand

How training and inference work: build and test a model by hand

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8 min read
How would you make sure an AI system is responsible?

How would you make sure an AI system is responsible?

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8 min read
What is an agentic AI system actually made of?

What is an agentic AI system actually made of?

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8 min read
🌡️ What Do Temperature and Top-p Really Do? Test Them on Amazon Bedrock From the CLI (Hands-on)

🌡️ What Do Temperature and Top-p Really Do? Test Them on Amazon Bedrock From the CLI (Hands-on)

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4 min read
💸 What Does One Amazon Bedrock Prompt Cost? Find Out From the CLI (Hands-on)

💸 What Does One Amazon Bedrock Prompt Cost? Find Out From the CLI (Hands-on)

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2 min read
When is machine learning the wrong answer to a business problem?

When is machine learning the wrong answer to a business problem?

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8 min read
Fine-tuning versus continued pre-training for Amazon Nova 2

Fine-tuning versus continued pre-training for Amazon Nova 2

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8 min read
AWS AIF-C01: Bias, Variance & the AWS Tools That Detect Them

AWS AIF-C01: Bias, Variance & the AWS Tools That Detect Them

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8 min read
Your LLM Prompt Costs More Than You Think — Build a Token & Cost Calculator in Colab

Your LLM Prompt Costs More Than You Think — Build a Token & Cost Calculator in Colab

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6 min read
"How Does an LLM Actually Generate a Response?" — The Interview Question Everyone Gets 80% Right

"How Does an LLM Actually Generate a Response?" — The Interview Question Everyone Gets 80% Right

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4 min read
Walk Me Through How You'd Design a Production Prompt — 9 Interview Questions, Answered

Walk Me Through How You'd Design a Production Prompt — 9 Interview Questions, Answered

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4 min read
Are You Ready for Your Job? Try to Answer These Questions.

Are You Ready for Your Job? Try to Answer These Questions.

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3 min read
Tokens, Embeddings and the Foundation Model Lifecycle for AWS AIF-C01

Tokens, Embeddings and the Foundation Model Lifecycle for AWS AIF-C01

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8 min read
Give Your Chatbot a Memory in Google Colab Before Your Next AI Interview

Give Your Chatbot a Memory in Google Colab Before Your Next AI Interview

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6 min read
AI Is Creating More Opportunities Than We Realize

AI Is Creating More Opportunities Than We Realize

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4 min read
This RAG Interview Question Looks Simple. Many Candidates Still Get It Wrong.

This RAG Interview Question Looks Simple. Many Candidates Still Get It Wrong.

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2 min read
Build a RAG System in Google Colab Before Your Next AI Interview

Build a RAG System in Google Colab Before Your Next AI Interview

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6 min read
Your New Prompt 'Feels' Better. That's Not an Eval.

Your New Prompt 'Feels' Better. That's Not an Eval.

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3 min read
Stop Learning Machine Learning Before GenAI 🤖

Stop Learning Machine Learning Before GenAI 🤖

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3 min read
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