Title: AI-assisted Programming for Web and Machine Learning: Leveraging AI for smarter coding practices and development environments (English Edition)
Publisher: BPB Publications
Publication Date: 2025
Language: English
ISBN 10: 9365896592
ISBN 13: 9789365896596
Binding: Soft cover
Condition: New

About this title

Synopsis

Artificial intelligence is redefining how software is created, enabling developers to code faster, improve accuracy, and bring innovative ideas to life. In today’s competitive technology landscape, AI-assisted programming is no longer optional; it’s a core skill for building modern web applications and machine learning solutions.

This book systematically guides you through the whole development cycle. You will start with the foundations of understanding AI-assisted programming, setting up your environment, and mastering prompt engineering. You will then discover how AI can accelerate front end and back end web development, enhance debugging, and optimize performance. You will also explore data preprocessing, model creation, training, and deploying optimized solutions with the help of real-world examples, case studies, and hands-on exercises, ensuring you can apply every concept in practice. Also, by mastering prompt engineering, you will be able to generate, debug, and optimize code across both these high-demand fields.

By the end of this book, you will have the confidence and skills to integrate AI into your workflow, automate time-consuming tasks, build intelligent applications, and deliver impactful, future-ready solutions.

What you will learn

● Apply prompt engineering effectively for web and ML projects.

● Develop AI-powered front end and back end applications efficiently.

● Automate debugging, testing, and performance optimization with AI.

● Integrate AI tools seamlessly into full-stack development workflows.

● Train, fine-tune, and deploy scalable ML models in the cloud.

● Understand AI-assisted programming concepts and set up development tools.

● Preprocess data and create AI-driven machine learning pipelines.

Who this book is for

This book is for learners who want to explore the power of AI-assisted programming in web development and machine learning. Software engineers, web developers, and data scientists who possess foundational programming skills, ideally with Python or JavaScript, can also use it to upgrade their skills.

Table of Contents

1. AI in Programming

2. Setting up Your AI Environment

3. Prompt Engineering

4. AI in Front end Development

5. AI for Back end Development

6. Debugging and Optimization with AI

7. Data Preprocessing with AI

8. Building and Training Machine Learning Models

9. Deploying Optimized ML Models

10. Real-world Applications

11. Future Innovations and Ethics in AI

About the Authors

Dr. Muralidhar Kurni is an accomplished educator, author, researcher, and entrepreneurship trainer with more than 25 years of experience in teaching and academic leadership. He is currently an associate professor in the department of computer science and engineering at Anantha Lakshmi Institute of Technology and Sciences (Autonomous), Ananthapuramu, India.

Ramesh Krishnamaneni is a seasoned technology professional with over 17 years of expertise in hybrid and multi-cloud architectures (IBM, AWS, Azure), high performance computing (HPC), artificial intelligence (AI), and quantum computing.

"About this title" may belong to another edition of this title.

Store Description

We have 20 years experience selling books worldwide! Friendly customer support. Your satisfaction guaranteed!

Visit Seller's Storefront

Seller's business information

Miramar International Services LLC

Sale & Shipping Terms

Terms of Sale

www.californiabooks.com

Right of withdrawal

If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.

Information regarding the right of withdrawal

Statutory right to withdraw

You have the right to withdraw from this contract within 14 days without giving any reason.

The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.

To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.

To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.

Effects of withdrawal

If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).

We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.

We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.

We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.

We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.

You shall send back the goods or hand them over to California Books, Fort Wayne, Indiana, U.S.A., without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.

Exceptions to the right of withdrawal

The right of withdrawal does not apply to:

The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.

Shipping Terms

www.californiabooks.com

Shipping rates within U.S.A.

Shipping rates within U.S.A.
Order quantity	3 to 7 business days	2 to 5 business days
First item	� 0.00	� 9.09

Delivery times are set by sellers and vary by carrier and location. Orders passing through Customs may face delays and buyers are responsible for any associated duties or fees. Sellers may contact you regarding additional charges to cover any increased costs to ship your items.