Programming in Python and Java

Three condensed semesters of programming: imperative Python, object-oriented Java, and advanced constructs. From UniTO courses Prog1/2/3 (530 hours of audio transcription).

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Main Tag#programmazione

Prerequisites

  • Desire to write code

What you'll learn

  • Master imperative and functional Python
  • Write idiomatic Java classes
  • Understand Memory Model and Garbage Collection
  • Compare programming paradigms

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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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