unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada resource

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1084 stars · 566 forks observed · 2026-09-03

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A companion repository of code examples, demos, and reference links for the UNIPDS postgraduate program 'Engenharia de Software com IA Aplicada' taught by Erick Wendel and other instructors. It contains TypeScript/JavaScript projects covering AI/LLM fundamentals, machine learning, deep learning, recommendation systems, and web machine learning, organized by course module.

Use cases

• learn AI and LLM fundamentals as a programmer
• find examples of machine learning in the browser with JavaScript
• study how to build a recommendation system with neural networks
• explore LangChain.js examples for AI engineering
• follow along with a postgraduate course on applied AI software engineering
• see practical demos of TensorFlow.js and Teachable Machine
• learn reinforcement learning and deep learning concepts with code

When to choose

• you are enrolled in or considering the UNIPDS AI engineering postgraduate course
• you want curated, module-organized examples of applied AI in TypeScript/JavaScript
• you learn best from small demo projects with external reference links
• you want browser-based ML examples like game-playing agents and recommendation systems

When to avoid

• you need a production-ready library or framework to install via npm
• you want comprehensive standalone documentation rather than course companion material
• you need a permissively licensed codebase you can freely reuse (license is unspecified)
• you are looking for Python-based AI tooling

Facets

learning-resource · maturity active

machine-learning deep-learning llm-inference agent-framework rag developer-tools artificial-intelligence machine-learning deep-learning large-language-models education tutorials web-development browser cross-platform course-materials postgraduate-course langchain-js teachable-machine tensorflow-js recommendation-systems erick-wendel unipds brazilian-portuguese nodejs typescript javascript

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