Description: AI-Assisted Programming for Web and Machine Learning by Christoffer Noring, Anjali Jain, Marina Fernandez, Ajit Jaokar, Ayşe Mutlu Estimated delivery 3-12 business days Format Paperback Condition Brand New Description AI-Assisted Coding and Machine Learning helps you build applications and ML models using prompts. Publisher Description Speed up your development processes and improve your productivity by writing practical and relevant prompts to build web applications and Machine Learning (ML) modelsPurchase of the print or Kindle book includes a free PDF copyKey FeaturesUtilize prompts to enhance frontend and backend web developmentDevelop prompt strategies to build robust machine learning modelsUse GitHub Copilot for data exploration, maintaining existing code bases, and augmenting ML models into web applicationsBook DescriptionAI-Assisted Programming for Web and Machine Learning shows you how to build applications and machine learning models and automate repetitive tasks.Part 1 focuses on coding, from building a user interface to the backend. Youll use prompts to create the appearance of an app using HTML, styling with CSS, adding behavior with JavaScript, and working with multiple viewports. Next, youll build a web API with Python and Flask and refactor the code to improve code readability. Part 1 ends with using GitHub Copilot to improve the maintainability and performance of existing code.Part 2 provides a prompting toolkit for data science from data checking (inspecting data and creating distribution graphs and correlation matrices) to building and optimizing a neural network. Youll use different prompt strategies for data preprocessing, feature engineering, model selection, training, hyperparameter optimization, and model evaluation for various machine learning models and use cases.The book closes with chapters on advanced techniques on GitHub Copilot and software agents. There are tips on code generation, debugging, and troubleshooting code. Youll see how simpler and AI-powered agents work and discover tool calling.What you will learnSpeed up your coding and machine learning workflows with GitHub Copilot and ChatGPTUse an AI-assisted approach across the development lifecycleImplement prompt engineering techniques in the data science lifecycleDevelop the frontend and backend of a web application with AI assistanceBuild machine learning models with GitHub Copilot and ChatGPTRefactor code and fix faults for better efficiency and readabilityImprove your codebase with rich documentation and enhanced workflowsWho this book is forExperienced developers new to GitHub Copilot and ChatGPT can discover the best strategies to improve productivity and deliver projects quicker than traditional methods. This book is ideal for software engineers working on web or machine learning projects. It is also a useful resource for web developers, data scientists, and analysts who want to improve their efficiency with the help of prompting. This book does not teach web development or how different machine learning models work. Author Biography Christoffer Noring works as a Senior Advocate at Microsoft and focuses on application development and AI. Hes a Google Developer Expert and a public speaker on 100+ presentations across the world. Additionally, hes a tutor at the University of Oxford on cloud patterns and AI. Chris is also a published author on Angular, NGRX, and programming with Go. Anjali Jain is a London-based AI and ML professional with a career spanning over two decades. Currently working as a data architect for Metrobank, she brings her expertise in AI, data, architecture, data governance, and software development to the financial sector. Anjali holds a bachelors degree in electrical engineering and boasts certifications, including TOGAF 9.1 and ITIL 2011 Foundation. In her role as Senior AI and ML tutor at Oxford, she shares cutting-edge knowledge on various technologies. Marina Fernandez is a data science and Databricks consultant with expertise in financial risk management. She contributes to the academic team at the University of Oxford, where she holds the positions of senior AI and ML tutor and guest lecturer. Throughout her 20-year career, Marina has worked on the development of large-scale enterprise systems for various business domains. Her experience encompasses e-commerce, e-learning, software security, commodity trading, commodity trading and risk management systems, and regulatory reporting. Marina obtained her MSc in Software Engineering from the University of Oxford. Additionally, she has earned professional certifications, including Microsoft Certified Professional and Certified Scrum Master Aye Mutlu is a data scientist working on Azure AI and DevOps technologies. Based in London, Ayes work involves building and deploying Machine Learning and Deep Learning models using the Microsoft Azure framework (Azure DevOps and Azure Pipelines). She enjoys coding in Python and contributing to open-source initiatives in Python. Ajit Jaokar is a data scientist for Feynlabs, building AI prototypes for complex applications. He is also a course director for AI at the University of Oxford. Besides this, Ajit is a visiting fellow in Engineering Sciences at the University of Oxford and conducts AI courses at the London School of Economics, Universidad Politecnica de Madrid, and the Harvard Kennedy School of Government as part of The Future Society. His work at Oxford and his company is based on interdisciplinary aspects of AI, including AI with digital twins, quantum computing, metaverse, Agtech, and life sciences. His teaching is based on a methodology for AI and cyber-physical systems, which he is developing as part of his research. Details ISBN 1835086055 ISBN-13 9781835086056 Title AI-Assisted Programming for Web and Machine Learning Author Christoffer Noring, Anjali Jain, Marina Fernandez, Ajit Jaokar, Ayşe Mutlu Format Paperback Year 2024 Pages 602 Publisher Packt Publishing Limited GE_Item_ID:161375982; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. 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Price: 56.06 USD
Location: Fairfield, Ohio
End Time: 2024-12-21T09:31:35.000Z
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Restocking Fee: No
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
ISBN-13: 9781835086056
Book Title: AI-Assisted Programming for Web and Machine Learning
Publication Name: AI-Assisted Software Development with GitHub Copilot and ChatGPT : A Guide to Optimizing Developer Productivity in Machine Learning, Data Science, and App and Low Code Development
Language: English
Publisher: Packt Publishing, The Limited
Publication Year: 2024
Subject: Software Development & Engineering / Tools, General
Type: Textbook
Item Length: 92.5 in
Author: Anjali Jain, Christoffer Noring, Ayse Mutlu, Ajit Jaokar, Marina Fernandez
Subject Area: Mathematics, Computers
Item Width: 75 in
Format: Trade Paperback
