AI-assisted Programming for Web and Machine Learning: Leveraging AI for smarter coding practices and development environments (English Edition) by Dr. Muralidhar Kurni, Ramesh Krishnamaneni, Dr. Srinivasa K. G. ISBN 9789365896596, 9365896592 instant download

AI-assisted Programming for Web and Machine Learning: Leveraging AI for smarter coding practices and development environments (English Edition) by Dr. Muralidhar Kurni, Ramesh Krishnamaneni, Dr. Srinivasa K. G. ISBN 9789365896596, 9365896592 instant download

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.