Streamlining Your Research Laboratory with Python
eBook - PDF

Streamlining Your Research Laboratory with Python

  1. 382 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Streamlining Your Research Laboratory with Python

About this book

Enables scientists and researchers to efficiently use one of the most popular programming languages in their day-to-day work

Streamlining Your Research Laboratory with Python covers the Python programming language and its ecosystem of tools applied to tasks encountered by laboratory scientists and technicians working in the life sciences. After opening with the basics of Python, the chapters move through working with and analyzing data, generating reports, and automating the lab environment.

The book includes example processes within chapters and code listings on nearly every page along with schematics and plots that can clearly illustrate Python at work in the lab. The book also explores some real-world examples of Python's application in research settings, demonstrating its potential to streamline processes, improve productivity, and foster innovation.

Streamlining Your Research Laboratory with Python includes information on:

  • Language basics including the interactive console, data types, variables and literals, strings, and expressions using operators
  • Custom functions and exceptions such as arguments and parameters, names and scope, and decorators
  • Conditional and repeated execution as methods to control the flow of a program
  • Tools such as JupyterLab, Matplotlib, NumPy, pandas DataFrame, and SciPy
  • Report generation in Microsoft Word and PowerPoint, PDF report generation, and serving results through HTTP and email automatically

Whether you are a biologist analyzing genetic data, a chemist scouting synthesis routes, an engineer optimizing machine parameters, or a social scientist studying human behavior, Streamlining Your Research Laboratory with Python serves as a logical and practical guide to add Python to your research toolkit.

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Yes, you can access Streamlining Your Research Laboratory with Python by Mark F. Russo,William Neil in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Programming in Python. We have over one million books available in our catalogue for you to explore.

Information

Publisher
Wiley
Year
2025
Print ISBN
9781394249886
eBook ISBN
9781394249909

Table of contents

  1. Cover
  2. Half Title Page
  3. Title Page
  4. Copyright
  5. Contents
  6. Preface
  7. Chapter 1: Introduction
  8. Chapter 2: Language Basics
  9. Chapter 3: Data Structures
  10. Chapter 4: Controlling the Flow of a Program
  11. Chapter 5: Custom Functions and Exceptions
  12. Chapter 6: Regular Expressions
  13. Chapter 7: Working with Data
  14. Chapter 8: Web Resources
  15. Chapter 9: Data Analysis and Visualization
  16. Chapter 10: Report Generation
  17. Chapter 11: Control and Automation
  18. Postface
  19. References
  20. Appendix A: ASCII American Standard Code for Information Interchange
  21. Index
  22. EULA