You're reading from Machine Learning in Biotechnology and Life Sciences Build machine learning models using Python and deploy them on the cloud

Product type Paperback

Published in Jan 2022

Publisher Packt

ISBN-13 9781801811910

Length 408 pages

Edition 1st Edition

Languages

Python

Tools

AWS

Concepts

Bioinformatics

Author (1):

Saleh Alkhalifa

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Table of Contents (17) Chapters

Preface

1. Section 1: Getting Started with Data

2. Chapter 1: Introducing Machine Learning for Biotechnology FREE CHAPTER

3. Chapter 2: Introducing Python and the Command Line

4. Chapter 3: Getting Started with SQL and Relational Databases

5. Chapter 4: Visualizing Data with Python

6. Section 2: Developing and Training Models

7. Chapter 5: Understanding Machine Learning

8. Chapter 6: Unsupervised Machine Learning

9. Chapter 7: Supervised Machine Learning

10. Chapter 8: Understanding Deep Learning

11. Chapter 9: Natural Language Processing

12. Chapter 10: Exploring Time Series Analysis

13. Section 3: Deploying Models to Users

14. Chapter 11: Deploying Models with Flask Applications

15. Chapter 12: Deploying Applications to the Cloud

16. Other Books You May Enjoy

Tutorial – getting started with MySQL

In the following tutorial, we will explore one of the most common processes to launch a cloud-based server to host a private relational database. First, we will install an instance of MySQL—one of the most popular database management platforms. We will then create a full free-tier AWS RDS server and connect it to the MySQL instance. Finally, we will upload a local Comma-Separated Values (CSV) file pertaining to small-molecule toxicity and their associated properties and begin exploring and learning to query our data from our dataset.

You can see a representation of AWS RDS being connected to the MySQL instance here:

Figure 3.4 – Diagram showing that MySQL will connect to AWS RDS

Important note

Note that while this tutorial involves the creation of a database within this AWS RDS instance for the toxicity dataset, you will be able to recycle all the components for future projects and create multiple...

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You're reading from Machine Learning in Biotechnology and Life Sciences Build machine learning models using Python and deploy them on the cloud

Table of Contents (17) Chapters

Tutorial – getting started with MySQL

Authors (1)

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You're reading from Machine Learning in Biotechnology and Life Sciences Build machine learning models using Python and deploy them on the cloud

Table of Contents (17) Chapters

Tutorial – getting started with MySQL

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