Table of Contents
Preface
Part 1 – Machine Learning in Genomics
1
Introducing Machine Learning for Genomics
What is machine learning?
Why machine learning for genomics?
Machine learning for genomics in life sciences and biotechnology
Exploring machine learning software
Python programming language
Visualization
Biopython
Scikit-learn
Summary
2
Genomics Data Analysis
Technical requirements
Installing Biopython
Matplotlib
What is a genome?
Genome sequencing
Sanger sequencing of nucleic acids
Evolution of next-generation sequencing
Analysis of genomic data
Steps in genomics data analysis
Introduction to Biopython for genomic data analysis
What is Biopython?
Genomic data analysis use case – Sequence analysis of Covid-19
Calculating GC content
Calculating ...
Get Deep Learning for Genomics now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
