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Repository of practical tutorials on Data Pipelines, APIs (FastAPI, Flask), NLP (NLTK), and AI with LangChain.

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Tutorials – Special Topics in Software Engineering

This repository contains hands-on tutorials developed for the Special Topics in Software Engineering course.
The goal is to explore different technologies and concepts relevant to the field.


Tutorial Structure

Each folder contains a self-contained tutorial on a specific topic:

  • tut-01: Building an ETL (Extract, Transform, Load) data pipeline using Apache HOP, with data visualization in Power BI.
  • tut-02: Implementing a search system for textual databases.
  • tut-03: Introduction to the NLTK (Natural Language Toolkit) library for Natural Language Processing (NLP).
  • tut-04: Developing REST APIs with FastAPI and Flask, including integration with PostgreSQL.
  • tut-05: Getting started with the front-end framework Next.js.
  • tut-06: Introduction to LangChain, focusing on Prompt Engineering and the use of Embeddings.

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Repository of practical tutorials on Data Pipelines, APIs (FastAPI, Flask), NLP (NLTK), and AI with LangChain.

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