Physics for Computer Scientists

Mechanic, thermodynamics, and electromagnetism: only what's needed for a developer. From UniTO Physics course (102h audio).

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Main Tag#fisica

Prerequisites

  • Mathematical Base Analysis

What you'll learn

  • Capire le grandezze vettoriali
  • Applicare conservazione energia
  • Comprendere termodinamica per computing
  • Spiegare l'elettromagnetismo a un developer

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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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