AI/ML Techniques

Beyond Accuracy: 5 Metrics That Actually Matter for AI Agents

AI agents , or autonomous systems powered by agentic AI, have reshaped the current landscape of AI systems and deployments.

1 day ago

Building a Simple MCP Server in Python

Have you ever tried connecting a language model to your own data or tools? If so, you know it often…

5 days ago

Agentify Your App with GitHub Copilot’s Agentic Coding SDK

For years, GitHub Copilot has served as a powerful pair programming tool for programmers, suggesting the next line of code.

6 days ago

LLM Embeddings vs TF-IDF vs Bag-of-Words: Which Works Better in Scikit-learn?

Machine learning models built with frameworks like scikit-learn can accommodate unstructured data like text, as long as this raw text…

1 week ago

Top 7 Small Language Models You Can Run on a Laptop

Powerful AI now runs on consumer hardware.

1 week ago

Choosing Between PCA and t-SNE for Visualization

For data scientists, working with high-dimensional data is part of daily life.

2 weeks ago

The Machine Learning Practitioner’s Guide to Speculative Decoding

Large language models generate text one token at a time.

2 weeks ago

Document Clustering with LLM Embeddings in Scikit-learn

Imagine that you suddenly obtain a large collection of unclassified documents and are tasked with grouping them by topic.

2 weeks ago