This roadmap is designed for aspirants with zero experience , focusing on free learning paths , projects , interview prep , and tools that are widely accepted in the industry. Use it as a repeatable review, validation or hardening pass.

This is a list of links to different freely available learning resources about computer programming, math, and science. Use it to build a structured path from fundamentals to hands-on practice.

MLOps Zoomcamp: A Free 9-Week Course on Productionizing ML Services. Use it to build a structured path from fundamentals to hands-on practice.

LLM Zoomcamp: Free Course on Building LLM Applications with RAG, Agents & Vector Search Go from LLM basics to a production-ready AI assistant in 10 weeks. Use it to build a structured path from fundamentals to hands-on practice.

Data Engineering Zoomcamp: A Free 9-Week Course on Data Engineering Fundamentals. Use it to build a structured path from fundamentals to hands-on practice.

Found an awesome resource, article, book, tool, video, technical writer, speaker deck, etc.?. Use it as a repeatable review, validation or hardening pass.

Easily use and train state of the art retrieval methods in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

MarkPDFDown English | 中文 | 日本語 | Русский | فارسی | العربية [![Size]][huburl] [![Pulls]][huburl] [![Tag]][tagurl] [![License]][licenseurl] A powerful tool that leverages multimodal large language models to transcribe PDF files into Markdown format. Try our desktop application for a more user-friendly experience!

Tired of wasting thousands of dollars on API subscriptions to support all your automations? The 100% FREE No-Code Architects Toolkit API processes different types of media.

A Go program with no human provided knowledge. Using MCTS (but without Monte Carlo playouts) and a deep residual convolutional neural network stack.