Modern Artificial Intelligence

LLM, RAG, agents, MCP, reasoning models. Summary of 21,923 files on AI/IA classified from the notes corpus (D1/projectNotes) by Polimi and UniBO AI courses.

ArticlesPublished 8
Main Tag#ai-moderna

Prerequisites

  • Programming Language
  • Core Mathematics Fundamentals

What you'll learn

  • Understand Transformer Architecture and LLMs
  • Implementing a RAG pipeline from scratch
  • Designing multi-step agents with MCP
  • Compare reasoning models and tool usage

Notify articles from Federico Calo's blog on GitHub with Angular and Spring Boot integrationModern Artificial Intelligence

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Fundamentals of Money Management

Foundations of Machine Learning reworked from university Jupyter notebooks: from basic math to supervised and unsupervised models, with scikit-learn and PyTorch code.

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Probability and Statistics

Transcription and summary of the 50 video lessons from the Probability and Statistics course at UniBa. Random variables, distributions, estimation, hypothesis testing, regression.

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Design Patterns in Production

Six structural and behavioral patterns extracted from LabSAS 2021-22 (UniBa Software Application Development), explained with Java multi-module examples and unit tests.

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