Bioinformatics for CS

Concise bioinformatics for CS students entering biology (and vice versa). FASTQ, BLAST, BioPython, Bioconductor, scanpy, Nextflow, computational drug design.

ArticlesPublished 12
Main Tag#bioinformatica

Prerequisites

  • Intermediate Python
  • Basic Statistics

What you'll learn

  • Read and analyze FASTQ/SAM/VCF files
  • Build an RNA-Seq Pipeline with Nextflow
  • View single-cell data with scanpy

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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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