Alkhalifa Machine Learning in Biotechnology and Life Sciences

Build machine learning models using Python and deploy them on the cloud
1. Auflage 2022
ISBN: 978-1-80181-567-3
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 408 Seiten

No detailed description available for "Machine Learning in Biotechnology and Life Sciences".

Autoren/Hrsg.

Alkhalifa, Saleh

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur
• Mathematik | Informatik Mathematik Stochastik
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsvisualisierung

Inhaltsverzeichnis

Table of Contents - 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

Über Autor(innen)

Alkhalifa Saleh:
Saleh Alkhalifa is a data scientist and manager in the biotechnology industry with 4 years of industry experience working and living in the Boston area. With a strong academic background in the applications of machine learning for discovery, prediction, forecasting, and analysis, he has spent the last 3 years developing models that touch all facets of business and scientific functions.