Isbn: 9781835086056 - ai-assisted programming for web and machine learning: improve your development workflow with chatgpt and github copilot (22 resultados)

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Paperback or Softback. Condición: New. AI-Assisted Programming for Web and Machine Learning: Improve your development workflow with ChatGPT and GitHub Copilot. Book.

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Paperback. Condición: New. AI-Assisted Coding and Machine Learning helps you build applications and ML models using prompts. Part 1 covers coding UI, backend, and web API. Part 2 offers a data science toolkit for preprocessing, feature engineering, training, and evaluation.

PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000.

Paperback. Condición: New. AI-Assisted Coding and Machine Learning helps you build applications and ML models using prompts. Part 1 covers coding UI, backend, and web API. Part 2 offers a data science toolkit for preprocessing, feature engineering, training, and evaluation.

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Paperback. Condición: New. AI-Assisted Coding and Machine Learning helps you build applications and ML models using prompts. Part 1 covers coding UI, backend, and web API. Part 2 offers a data science toolkit for preprocessing, feature engineering, training, and evaluation.

Paperback. Condición: New. AI-Assisted Coding and Machine Learning helps you build applications and ML models using prompts. Part 1 covers coding UI, backend, and web API. Part 2 offers a data science toolkit for preprocessing, feature engineering, training, and evaluation.

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Taschenbuch. Condición: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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 Features: Utilize prompts to enhance frontend and backend web development Develop prompt strategies to build robust machine learning models Use GitHub Copilot for data exploration, maintaining existing code bases, and augmenting ML models into web applicationsBook Description:AI-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. You'll use prompts to create the appearance of an app using HTML, styling with CSS, adding behavior with JavaScript, and working with multiple viewports. Next, you'll 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. You'll 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. You'll see how simpler and AI-powered agents work and discover tool calling.What You Will Learn: Speed up your coding and machine learning workflows with GitHub Copilot and ChatGPT Use an AI-assisted approach across the development lifecycle¿ Implement prompt engineering techniques in the data science lifecycle Develop the frontend and backend of a web application with AI assistance¿ Build machine learning models with GitHub Copilot and ChatGPT¿ Refactor code and fix faults for better efficiency and readability¿ Improve your codebase with rich documentation and enhanced workflows¿Who this book is for:Experienced 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.Table of Contents It's a New World, One With AI Assistants, and You're Invited Prompt Strategy Tools of the Trade: Introducing Our AI Assistants Build the Appearance of Our App with HTML and Copilot Style the App with CSS and Copilot Add Behavior with JavaScript Support Multiple Viewports Using Responsive Web Layouts Build a Backend with Web APIs Augment Web Apps with AI Services Maintaining Existing Codebases Data Exploration with ChatGPT Building a Classification Model with ChatGPT Building a Regression Model for Customer Spend with ChatGPT Building an MLP Model for Fashion-MNIST with ChatGPT Building a CNN Model for CIFAR-10 with ChatGPT Unsupervised Learning: Clustering and PCA Machine Learning with Copilot(N.B. Please use the Read Sample option to see further chapters).…

Taschenbuch. Condición: Neu. AI-Assisted Programming for Web and Machine Learning | Improve your development workflow with ChatGPT and GitHub Copilot | Christoffer Noring (u. a.) | Taschenbuch | Englisch | 2024 | Packt Publishing | EAN 9781835086056 | Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, 36244 Bad Hersfeld, gpsr[at]libri[dot]de | Anbieter: preigu Print on Demand. …