AI/ML Techniques

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…

3 months ago

Top 7 Small Language Models You Can Run on a Laptop

Powerful AI now runs on consumer hardware.

3 months ago

Choosing Between PCA and t-SNE for Visualization

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

4 months ago

The Machine Learning Practitioner’s Guide to Speculative Decoding

Large language models generate text one token at a time.

4 months 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.

4 months ago

Agent Evaluation: How to Test and Measure Agentic AI Performance

AI agents that use tools, make decisions, and complete multi-step tasks aren't prototypes anymore.

4 months ago

Export Your ML Model in ONNX Format

When building machine learning models, training is only half the journey.

4 months ago

A Beginner’s Reading List for Large Language Models for 2026

  The large language models (LLMs) hype wave shows no sign of fading anytime soon: after all, LLMs keep reinventing…

4 months ago