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203617982
AI-assisted Programming for Web and Machine Learning: Leveraging AI for smarter coding practices and development environments (English Edition)
Item #:
203617982
XCD 151
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- 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 forThis 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 Contents1. AI in Programming2. Setting up Your AI Environment3. Prompt Engineering4. AI in Front end Development5. AI for Back end Development6. Debugging and Optimization with AI7. Data Preprocessing with AI8. Building and Training Machine Learning Models9. Deploying Optimized ML Models10. Real-world Applications11. Future Innovations and Ethics in AI
| Publisher | BPB Publications |
| Publication date | 8 Oct. 2025 |
| Language | English |
| Print length | 412 pages |
| ISBN-10 | 9365896592 |
| ISBN-13 | 978-9365896596 |
| Dimensions | 21.59 x 2.36 x 27.94 cm |
Product Description
AI-assisted Programming for Web and Machine Learning: Leveraging AI for smarter coding practices and development environments (English Edition)
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Question:
Is this book suitable for beginners?
Answer: This book is designed for learners with foundational programming skills, particularly in Python or JavaScript. -
Question:
What programming concepts will I learn?
Answer: You will learn concepts related to AI-assisted programming, prompt engineering, and full-stack development. -
Question:
Can I apply the skills learned in real-world projects?
Answer: Yes, the book includes real-world examples and hands-on exercises for practical application.
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Features & Benefits
- Learn to apply prompt engineering for web and ML projects.
- Develop efficient AI-powered front end and back end applications.
- Automate debugging, testing, and optimize performance using AI.
- Integrate AI tools into full-stack development workflows seamlessly.
- Train and deploy scalable ML models in the cloud.
- Gain confidence in integrating AI into your coding practices.
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