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(Ebook) Coding with AI For Dummies 1st Edition by Chris Minnick ISBN 1394249136 9781394249138

  • SKU: EBN-56428650
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Authors:Chris Minnick
Year:2024
Language:english
File Size:30.4 MB
Format:pdf
Categories: Ebooks

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(Ebook) Coding with AI For Dummies 1st Edition by Chris Minnick ISBN 1394249136 9781394249138

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ISBN 10: 1394249136
ISBN 13: 9781394249138
Author: Chris Minnick

Coding with AI For Dummies introduces you to the many ways that artificial intelligence can make your life as a coder easier. Even if you’re brand new to using AI, this book will show you around the new tools that can produce, examine, and fix code for you. With AI, you can automate processes like code documentation, debugging, updating, and optimization. The time saved thanks to AI lets you focus on the core development tasks that make you even more valuable. Learn the secrets behind coding assistant platforms and get step-by-step instructions on how to implement them to make coding a smoother process. Thanks to AI and this Dummies guide, you’ll be coding faster and better in no time.

  • Discover all the core coding tasks boosted by artificial intelligence
  • Meet the top AI coding assistance platforms currently on the market
  • Learn how to generate documentation with AI and use AI to keep your code up to date
  • Use predictive tools to help speed up the coding process and eliminate bugs

This is a great Dummies guide for new and experienced programmers alike. Get started with AI coding and expand your programming toolkit with Coding with AI For Dummies

(Ebook) Coding with AI For Dummies 1st Edition Table of contents:

Part 1: Techniques and Technologies

Chapter 1: How Coding Benefits from AI

Banishing Boring Tasks

Helping with Syntax

Linting with AI

Using AI as a Tutor

Pairing Up with AI

Chapter 2: Parsing Machine Learning and Deep Learning

Decoding Machine and Deep Learning

Demystifying Natural-Language Processing

Understanding Transformers

Illuminating Generative AI Models

Recognizing AI’s Limitations

Chapter 3: AI Coding Tools

Navigating GitHub Copilot

Exploring Tabnine

Reviewing Replit

Chapter 4: Coding with Chatbots

Improving Your Prompts

Chatting with Copilot

Chatting with ChatGPT

Diving into the OpenAI Platform

Developing a Chatbot with OpenAI

Part 2: Using AI to Write Code

Chapter 5: Progressing from Plan to Prototype

Understanding Project Requirements

Generating Code from an SRS

Blending Manually Written and AI-Generated Code

Tips and Tricks for Code Generation

Chapter 6: Formatting and Improving Your Code

Using AI Tools for Code Formatting

Refactoring with AI

Generating Refactoring Suggestions

Chapter 7: Finding and Eliminating Bugs

Knowing Your Bugs

Preventing Bugs with Linting

Detecting Bugs with AI

Automating Bug Fixes with AI

Chapter 8: Translating and Optimizing Code

Translating Code to Other Languages

Optimizing Your Code with AI

Part 3: Testing, Documenting, and Maintaining Your Code

Chapter 9: Testing Your Code

Writing a Test Plan

Working with a Testing Framework

Test-Driven Development with AI

Chapter 10: Documenting Your Code

Working with Documentation Bots

Generating Code Comments and Annotations

Creating Visual Documentation

Automating API Documentation with AI

Chapter 11: Maintaining Your Code

Knowing the Four Types of Maintenance

Utilizing AI for Code Maintenance

Enhancing Code Quality with AI

Part 4: The Part of Tens

Chapter 12: Ten More Tools to Try

Amazon CodeWhisperer

Sourcegraph Cody

DeepMind AlphaCode

Google Bard

Codeium

Claude

Microsoft IntelliCode

Sourcery

Bugasura

UserWay

Chapter 13: Ten AI Coding Resources

Code.org's AI Resources

Kaggle

Google's Dataset Search

edX

Edabit

StatQuest

AI4All Open Learning

Gymnasium

fast.ai

Microsoft Learn

Index

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Tags: Chris Minnick, Coding, AI, Dummies

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