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📰 Machine Learning Mastery

31 articles · Updated every 3 hours · View all reads

All Articles 151,169Blog Posts 150,037Tech Tutorials 39,626Research Papers 29,724News 20,345 ⚡ AI Lessons
Building AI Agents? Here Are Some Anti-Patterns to Avoid.
Machine Learning Mastery 📰 AI News & Updates 4w ago
Building AI Agents? Here Are Some Anti-Patterns to Avoid.
Agent systems change constantly in production.
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Tools vs. Subagents: Building Effective AI Agents Without Over-Engineering
Machine Learning Mastery 📰 AI News & Updates 1mo ago
Tools vs. Subagents: Building Effective AI Agents Without Over-Engineering
Tools execute code.
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The Complete Guide to Tool Selection in AI Agents
Machine Learning Mastery 📰 AI News & Updates 1mo ago
The Complete Guide to Tool Selection in AI Agents
You build an agent with five tools.
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The AI Agent Tech Stack Explained
Machine Learning Mastery 📰 AI News & Updates 1mo ago
The AI Agent Tech Stack Explained
• <a href="https://www.
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Building Browser-Using AI Agents in Python
Machine Learning Mastery 📰 AI News & Updates 1mo ago
Building Browser-Using AI Agents in Python
Most AI agent tutorials start with an API.
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The Roadmap to Mastering AI Agent Evaluation
Machine Learning Mastery 📰 AI News & Updates 1mo ago
The Roadmap to Mastering AI Agent Evaluation
Let's not waste any more time.
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AI Agent Tool Design: What Works and What Doesn’t
Machine Learning Mastery 📰 AI News & Updates 1mo ago
AI Agent Tool Design: What Works and What Doesn’t
Most <a href="https://www.
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Building a Multi-Tool Gemma 4 Agent with Error Recovery
Machine Learning Mastery 📰 AI News & Updates 2mo ago
Building a Multi-Tool Gemma 4 Agent with Error Recovery
In a <a href="https://machinelearningmastery.
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Agentic Programming: A Roadmap
Machine Learning Mastery 📰 AI News & Updates 2mo ago
Agentic Programming: A Roadmap
Here is the number that defines the current state of things: <a href="https://svitla.
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Prompt Engineering for Agentic AI
Machine Learning Mastery 📰 AI News & Updates 2mo ago
Prompt Engineering for Agentic AI
You have probably spent time learning how to prompt AI well.
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Building Vector Similarity Search in PostgreSQL with pgvector
Machine Learning Mastery 📰 AI News & Updates ⚡ AI Lesson 2mo ago
Building Vector Similarity Search in PostgreSQL with pgvector
Search works well when users know exactly what they are looking for, but it breaks down when intent is described in natural language.
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Choosing the Right Agentic Design Pattern: A Decision-Tree Approach
Machine Learning Mastery 📰 AI News & Updates 3mo ago
Choosing the Right Agentic Design Pattern: A Decision-Tree Approach
Most <a href="https://www.
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Implementing Permission-Gated Tool Calling in Python Agents
Machine Learning Mastery 📰 AI News & Updates 3mo ago
Implementing Permission-Gated Tool Calling in Python Agents
AI agents have evolved beyond passive chatbots.
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The Roadmap to Mastering Tool Calling in AI Agents
Machine Learning Mastery 📰 AI News & Updates 3mo ago
The Roadmap to Mastering Tool Calling in AI Agents
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Agentic RAG Explained in 3 Levels of Difficulty
Machine Learning Mastery 📰 AI News & Updates 3mo ago
Agentic RAG Explained in 3 Levels of Difficulty
Traditional <a href="https://aws.
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Building AI Agents in Python with Pydantic AI
Machine Learning Mastery 📰 AI News & Updates 3mo ago
Building AI Agents in Python with Pydantic AI
<a href="https://machinelearningmastery.
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Effective Context Engineering for AI Agents: A Developer’s Guide
Machine Learning Mastery 📰 AI News & Updates 3mo ago
Effective Context Engineering for AI Agents: A Developer’s Guide
When <a href="https://www.
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Text Summarization with Scikit-LLM
Machine Learning Mastery 📰 AI News & Updates 3mo ago
Text Summarization with Scikit-LLM
In a <a href="https://machinelearningmastery.
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5 Techniques for Efficient Long-Context RAG
Machine Learning Mastery 📰 AI News & Updates 3mo ago
5 Techniques for Efficient Long-Context RAG
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Beyond Vector Search: Building a Deterministic 3-Tiered Graph-RAG System
Machine Learning Mastery 📰 AI News & Updates 4mo ago
Beyond Vector Search: Building a Deterministic 3-Tiered Graph-RAG System
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The Roadmap to Mastering Agentic AI Design Patterns
Machine Learning Mastery 📰 AI News & Updates 4mo ago
The Roadmap to Mastering Agentic AI Design Patterns
Most <a href="https://machinelearningmastery.
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A Hands-On Guide to Testing Agents with RAGAs and G-Eval
Machine Learning Mastery 📰 AI News & Updates 4mo ago
A Hands-On Guide to Testing Agents with RAGAs and G-Eval
<a href="https://github.
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Top 5 Reranking Models to Improve RAG Results
Machine Learning Mastery 📰 AI News & Updates 4mo ago
Top 5 Reranking Models to Improve RAG Results
If you have worked with retrieval-augmented generation (RAG) systems, you have probably seen this problem.
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Vector Databases Explained in 3 Levels of Difficulty
Machine Learning Mastery 📰 AI News & Updates ⚡ AI Lesson 4mo ago
Vector Databases Explained in 3 Levels of Difficulty
Traditional databases answer a well-defined question: does the record matching these criteria exist? <a href="https://machinelearningmastery.
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