Book

Machine Learning in Biotechnology and Life Sciences

Machine Learning in Biotechnology and Life Sciences is a critically timed book for scientists and developers working in the biotechnology sector. This book takes a hands-on approach to bridging the gap for scientists who have a strong desire to learn and apply AI methods within their roles to drive efficiency and agility in their company.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

13h36m

Language

English

About Book

Who Is This Book For?

This book is for data scientists and scientific professionals looking to transcend to the biotechnology domain. Scientific professionals who are already established within the pharmaceutical and biotechnology sectors will find this book useful. A basic understanding of Python programming and beginner-level background in data science conjunction is needed to get the most out of this book.

Book content

chapters 13h36m total length

Introducing Machine Learning for Biotechnology

Introducing Python and the Command Line

Getting Started with SQL and Relational Databases

Visualizing Data with Python

Understanding Machine Learning

Unsupervised Machine Learning

Supervised Machine Learning

Understanding Deep Learning

Natural Language Processing

Exploring Time Series Analysis

Deploying Models with Flask Applications

Deploying Applications to the Cloud

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