Automation

Q: How deeply does Learn AI-Assisted Python Programming, Second Edition cover automation?

Explains motivation and applications, then identifies supporting Python modules without detailing their implementations.

As explained in Learn AI-Assisted Python Programming, Second Edition

Automation is the technique of having software perform repetitive or otherwise routine work with limited human effort.

Automation uses programs to handle repetitive, tedious work instead of requiring people to repeat the same steps manually. Programmers notice recurring actions and turn them into time-saving tools. section 9.0 section 9.1

Typical automation tasks include:

Merging cover pages with multiple reports. section 9.0
Collecting images from several phones for archiving or finding duplicate photos. section 9.0 section 9.1
Cleaning repeatedly forwarded email, sending customized messages, or collating student grades. section 9.0 section 9.1

An automation tool may solve one specific job or remain useful through small changes. Python modules support tasks involving the clipboard, PDF files, other formats, and file copying; Copilot Chat can help identify modules and compare their advantages and disadvantages. section 9.1 section 9.7

How Learn AI-Assisted Python Programming, Second Edition covers it

Cover of Learn AI-Assisted Python Programming, Second Edition

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"Looks Good to Me"Automation is the execution of tasks by software, machines, or other systems with reduced or no direct human intervention.
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The Complete Obsolete Guide to Generative AIAutomation is the execution of tasks or processes by software or machines with little or no manual intervention.
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Effective Platform EngineeringAutomation is the execution of tasks by software or machines with reduced need for direct human intervention.
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Shipping Go: Develop, deliver, discuss, design, and go againAn automated process is a software or operational procedure executed by systems with limited or no manual intervention.
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Machine Learning Platform EngineeringAutomation is the execution of workflow activities by systems rather than through repeated manual intervention.
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Introduction to Generative AI, Second EditionAutomation is the use of technology to perform tasks or processes with reduced direct human labor.
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100 SQL Server Mistakes and How to Avoid ThemAutomation is the execution of operational or administrative tasks by software with limited manual intervention.
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Delivering Machine Learning Projects: From design to deploymentAutomation is the execution of processes by software or machines with reduced manual intervention.
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Lead Developer Career GuideThe technique of having software perform tasks or workflows automatically according to defined triggers or rules.
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Deep Learning with R, Third EditionAutomation is the execution of tasks by systems according to predefined training, rules, or programs rather than autonomous adaptation.
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Amazon Web Services in Action, Third Edition: An in-depth guide to AWSAutomation is the execution of operational or provisioning tasks by software rather than manually by a person.

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Related concepts

wasteaddresses · Waste is activity or resource consumption that does not contribute useful value to an intended product, process, customer, or organizational outcome.
PowerShellused by · PowerShell is Microsoft's cross-platform command shell and scripting language for administering computer systems and automating tasks.
human-in-the-loopcontrasts with · Human-in-the-loop is a system pattern in which people provide input, judgment, review, or intervention within an automated process.
Pythonused by · Python is a high-level, general-purpose, dynamically typed programming language known for readable syntax and automatic memory management.
AI agentcontrasts with · An AI agent is a computational system that uses artificial intelligence to interpret information, select actions, and pursue goals through interaction with an environment.
GitHub Actionsused by · GitHub Actions is GitHub’s workflow automation platform for defining and running jobs in response to repository events, schedules, and other triggers.

This explainer was generated by Manning's knowledge graph from the text of Learn AI-Assisted Python Programming, Second Edition. The section links point to the parts of the book it draws on.