alecor.net — tagged "python"

2026-02-08

LLM and RAG Evaluation: Metrics, Best Practices

This article provides a concise reference for evaluating large language models (LLMs) and retrieval-augmented generation (RAG) systems. It covers core metrics like accuracy, F1, BLEU, ROUGE, and...

Data Science · Python Data Science AI Products MLOps LLMs RAG Evaluation NLP English

2026-02-07

Core Tools in the Modern Python Data Analytics Stack

Modern data and AI products are built on a small set of recurring Python tools for data processing, visualization, interfaces, and APIs. This article provides a concise conceptual overview of...

Data Science · Python Data Science Visualization Dashboards APIs AI Products MLOps English

2023-03-24

scikit-learn models ideal use cases

Summary of the ideal use cases for models implemented in the scikit-learn Python library for machine learning.

Data Science · machine learning data science python scikit-learn models English

2023-02-27

List of Python libraries for Data Science & Machine Learning

A small curated list of Python libraries and frameworks in use for Data Science, Quantitative Development and other technical use cases. Of course, you may need any of these in other domains as well.

Data Science · machine learning data science python frameworks libraries list English

2023-02-27

Python must know libraries and frameworks for Data Science

List and summary description of many Python libraries and frameworks that are used in the Data Science community in particular.

Data Science · machine learning data science python frameworks libraries English