Mathematics Analysis for Computer Scientists

Limits, derivatives, integrals, series. Designed for CS students who want rigor without unnecessary effort. From the UniTO course (169h audio).

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Main Tag#analisi

Prerequisites

  • High School Algebra
  • Basic Functions

What you'll learn

  • Calculate limits and apply De L'Hôpital
  • Derive and integrate functions of a variable
  • Study series convergence
  • Apply TFC to issues

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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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