Articles & Tutorials

149 technical articles covering AI, Machine Learning, Cybersecurity, Data Science, and Programming. Practical guides, tutorials, and deep dives — written for developers.

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5 articles in AI & Machine Learning · MCP

AI & Machine Learning Code

Free-Form vs Structured Output

Key Takeaway --> 🎯 Key Takeaway LLMs produce free-form text by default. To build reliable applications, you need structured output: valid…

Python NLP LLMs
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AI & Machine Learning Code

AI → Machine Learning → Deep Learning

Key Takeaway A Large Language Model (LLM) is a neural network trained on massive text data to predict the next token in a sequence. It does…

Python Machine Learning Deep Learning
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AI & Machine Learning Code

MCP vs Function Calling vs Plugins: Understanding AI Tool Integration

Key Takeaway Function calling is ideal for simple, single-vendor integrations. MCP excels at scalable, cross-model tool ecosyst…

Python LLMs GPT
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AI & Machine Learning Code

What Is an Embedding?

Embeddings transform text into numerical vectors that capture meaning. Semantically similar texts produce vectors that are close together i…

Python Machine Learning Deep Learning
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AI & Machine Learning Code

What Is a Coding Agent?

The way developers write software is shifting. AI coding agents go beyond autocomplete — they can inspect entire repositories, edit multipl…

Python Docker NLP
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