Optimizing Visual Studio Code For Python Development

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Optimizing Visual Studio Code For Python Development

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Author : Sufyan bin Uzayr
language : en
Publisher:
Release Date : 2021

Optimizing Visual Studio Code For Python Development written by Sufyan bin Uzayr and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.

Learn Visual Studio Code and implement its features in Python coding, debugging, linting, and overall project management. This book addresses custom scenarios for writing programs in Python frameworks, such as Django and Flask. The book starts with an introduction to Visual Studio Code followed by code editing in Python. Here, you will learn about the required extensions of Visual Studio Code to perform various functions such as linting and debugging in Python. Next, you will set up the environment and run your projects along with the support for Jupyter. You will also work with Python frameworks such as Django and go through data science specific-information and tutorials. Finally, you will learn how to integrate Azure for Python and how to use containers in Visual Studio Code. Optimizing Visual Studio Code for Python Development is your ticket to writing Python scripts with this versatile code editor. You will: Execute Flask development in Visual Studio Code for control over libraries used in an application Optimize Visual Studio Code to code faster and better Understand linting and debugging Python code in Visual Studio Code Work with Jupyter Notebooks in Visual Studio Code.

Python Apps On Visual Studio Code

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Author : Swapnil Saurav
language : en
Publisher: BPB Publications
Release Date : 2024-02-02

Python Apps On Visual Studio Code written by Swapnil Saurav and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-02 with Computers categories.

Supercharge your Python skills: Build stunning apps using Visual Studio Code KEY FEATURES ● Effectively use VS Code for designing efficient Python programs. ● Learn to develop applications and master the concepts of Python. ● Master the popular VS Code and the most popular programming language Python. DESCRIPTION Python is the most user-friendly programming language, and with VS Code, coding becomes even easier. VS Code is a code editor that supports tasks like debugging and version control. This book will help readers enhance basic programming skills, create efficient Python applications with ease, and skip lengthy learning hours for smart development. Utilize the capabilities of Visual Studio Code with this book. From setting up the environment to developing Python applications, this book will help you explore various aspects of Visual Studio Code. Go in-depth with advanced topics like building desktop databases, mastering algorithms, and creating multi-threading applications. The readers will learn to create a Jupyter Dashboard, edit Jupyter Notebooks, master Tkinter GUI, and develop Flask web applications. Explore container work in Azure for a complete understanding of using VS Code in diverse development scenarios. By the end of this book, the readers will become self-reliant coding experts by creating smart solutions. WHAT YOU WILL LEARN ● Set up and configure Visual Studio Code for Python development. ● Use top extensions in Visual Studio Code to enhance productivity. ● Design advanced algorithms and build multi-threading applications. ● Master GUI development with Tkinter and build Flask-based web applications. ● Work with containers in Azure for deployment. WHO THIS BOOK IS FOR This book is for developers who may not have prior experience with Python programming, but want to learn Python programming through Visual Studio Code editor for Python development. TABLE OF CONTENTS 1. Introduction to VS Code 2. Setting up the Environment 3. Top Extensions in VS Code for Python 4. Developing Visualizing Python App in VS Code 5. Developing Desktop Application using Database 6. Advanced Algorithm Design 7. Building Multithreading Application 8. Building an Interactive Dashboard using Jupyter Notebook 9. Editing and Debugging Jupyter Notebook 10. Mastering Tkinter GUI Capabilities using VS Code 11. Developing Flask-based Web Applications 12. Working with Containers in Azure

Greenhouse Engineering

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Author : V.P. Sethi
language : en
Publisher: CRC Press
Release Date : 2025-08-19

Greenhouse Engineering written by V.P. Sethi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-19 with Technology & Engineering categories.

The comprehensive software-based approach in this book provides an in-depth exploration of the latest innovations in greenhouse engineering, thus transforming the existing Controlled Environment Agriculture (CEA) to a futuristic Greenhouse Smart Agriculture (GSA), aiding the reader to optimize crop yields, reduce environmental impact, and enhance farm profitability through software decision support systems. From renewable energy solutions and software-driven sustainable practices to AI-powered optimization and integrated smart greenhouse design, it covers the entire spectrum of GSA, including practical knowledge, global case studies, and real-world examples. Key features: Explores innovative renewable energy solutions for Greenhouse Smart Agriculture Implements software-driven sustainable solutions for optimized crop yields and reduced environmental impact Develops innovative control strategies for Greenhouse Smart Agriculture using artificial intelligence, the Internet of Things, and advanced techniques Optimizes greenhouse production through modelling and simulation techniques for enhanced sustainability Designs and implements sustainable greenhouse climate control systems for heating, cooling, and energy efficiency Creates integrated smart greenhouse systems that combine automation, renewable energy, and sustainable design Harnesses the power of artificial intelligence, the Internet of Things, and data-driven approaches to enhance greenhouse optimization and sustainable agriculture Integrates smart soilless greenhouse agriculture and aquaponics using a design-to-software approach This book is aimed at university and greenhouse industry researchers, agricultural engineers, and graduate students in fields such as agriculture, agricultural and biosystems engineering, horticulture, environmental science, and renewable energy, as well as professional agricultural policymakers.

Ultimate Machine Learning With Ml Net Build Optimize And Deploy Powerful Machine Learning Models For Data Driven Insights With Ml Net Azure Functions And Web Api

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Author : Kalicharan Mahasivabhattu
language : en
Publisher: Orange Education Pvt Limited
Release Date : 2024-06-30

Ultimate Machine Learning With Ml Net Build Optimize And Deploy Powerful Machine Learning Models For Data Driven Insights With Ml Net Azure Functions And Web Api written by Kalicharan Mahasivabhattu and has been published by Orange Education Pvt Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-30 with Computers categories.

“Empower Your .NET Journey with Machine Learning” Key Features● Step-by-step guidance to help you navigate through various machine learning tasks and techniques with ML.NET. ● Explore all aspects of ML.NET, from installation and configuration to model deployment. ● Engage in practical exercises and real-world projects to solidify your understanding. Book DescriptionDive into the world of machine learning for data-driven insights and seamless integration in .NET applications with the Ultimate Machine Learning with ML.NET. The book begins with foundations of ML.NET and seamlessly transitions into practical guidance on installing and configuring it using essential tools like Model Builder and the command-line interface. Next, it dives into the heart of machine learning tasks using ML.NET, exploring classification, regression, and clustering with its versatile functionalities. It will delve deep into the process of selecting and fine-tuning algorithms to achieve optimal performance and accuracy. You will gain valuable insights into inspecting and interpreting ML.NET models, ensuring they meet your expectations and deliver reliable results. It will teach you efficient methods for saving, loading, and sharing your models across projects, facilitating seamless collaboration and reuse. The final section of the book covers advanced techniques for optimizing model accuracy and refining performance. You will be able to deploy your ML.NET models using Azure Functions and Web API, empowering you to integrate machine learning solutions seamlessly into real-world applications. What you will learn ● Understand the basics of ML.NET and its capabilities in the machine learning landscape. ● Gain practical experience with the ML.NET Model Builder and command-line interface (CLI) to efficiently create models. ● Understand how to choose the most suitable algorithms and fine-tune them for optimal performance within ML.NET. Table of Contents1. Introduction to ML.NET 2. Installing and Configuring ML.NET 3. ML.NET Model Builder and CLI 4. Collecting and Preparing Data for ML.NET 5. Machine Learning Tasks in ML.NET 6. Choosing and Tuning Machine Learning Algorithms in ML.NET 7. Inspecting and Interpreting ML.NET Models 8. Saving and Loading Models in ML.Net 9. Optimizing ML.NET Models for Accuracy 10. Deploying ML.NET Models with Azure Functions and Web API Index

Optimizing Machine Learning Pipelines Advanced Techniques With Tensorflow And Kubeflow

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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-09

Optimizing Machine Learning Pipelines Advanced Techniques With Tensorflow And Kubeflow written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-09 with Computers categories.

'Optimizing Machine Learning Pipelines: Advanced Techniques with TensorFlow and Kubeflow' is the definitive guide for data scientists, AI practitioners, and technology enthusiasts committed to optimizing their machine learning workflows. This meticulously crafted book offers an in-depth exploration of advanced machine learning operations (MLOps), with a strong focus on the practical deployment, monitoring, and management of machine learning models using TensorFlow and Kubeflow. The journey begins with an overview of machine learning fundamentals and the inner workings of TensorFlow. As readers progress, they delve deeper into data preprocessing, feature engineering, and model building, gradually mastering the complexities of fine-tuning and optimizing models for production readiness. The pivotal aspect of automating machine learning pipelines with Kubeflow is thoroughly examined, empowering readers to deploy TensorFlow models with utmost confidence. Furthermore, the book provides valuable insights into advanced TensorFlow techniques, ethical AI development, and model management with TensorFlow Serving, ensuring comprehensive coverage of key topics. 'Optimizing Machine Learning Pipelines: Advanced Techniques with TensorFlow and Kubeflow' is crafted to elevate its readers into proficient MLOps practitioners, adept at harnessing the power of TensorFlow and Kubeflow to deliver impactful AI solutions. Whether you are embarking on your first machine learning project or seeking to enhance your existing AI capabilities, this book is your essential resource for mastering advanced machine learning operations.

Visual Studio Code For Python Programmers

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Author : April Speight
language : en
Publisher: Wiley
Release Date : 2021-07-07

Visual Studio Code For Python Programmers written by April Speight and has been published by Wiley this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-07 with Computers categories.

Become proficient and efficient with Visual Studio Code and learn how to integrate all your external tools! Visual Studio Code for Python Programmers helps Python developers become not just familiar, but productive in Visual Studio Code. To start, you’ll find the steps for installing Visual Studio Code on Windows, Mac and Linux platforms, along with an introduction to the editing features of the workspace. Coverage of more advanced functionality includes managing source code, debugging, unit testing, and Jupyter Notebook support. The book finishes with a walk-through of real-world projects which utilize Visual Studio Code features introduced in the book. For developers, the choice of an editor is a very personal one. You have idiosyncratic needs and wants that are unique to you as a developer. This book will help you learn how to customize Visual Studio Code to meet your needs and Python development workflow. Introduces you to the features of the Visual Studio Code workspace and how those features can be customized Demonstrates how Visual Studio Code allows you to choose your structure according to your needs Covers editing code in Python, including syntax highlighting, code completion, object definition, refactoring, and code navigation Describes Git integration and how to perform common Git functions (commits, checkouts, branches, and merges) from within Visual Studio Code Highlights debugging features for Python developers A final section on Real World Applications will step you through several examples (and features integration with Django, Flask, Jupyter Notebook, Docker, and Azure), so you can hit the ground running with Visual Studio Code.

Mastering Apache Arrow

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Author : Robert Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-01-01

Mastering Apache Arrow written by Robert Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-01 with Computers categories.

"Mastering Apache Arrow: Accelerating Data Processing and In-Memory Analytics," is an indispensable resource designed to deepen your understanding of Apache Arrow's role in modern data technology. This comprehensive guide takes readers on an enlightening exploration of Arrow’s groundbreaking capabilities, from its advanced architecture to its efficient in-memory data structures. It serves as a vital tool for both beginners looking to grasp the basics and seasoned professionals aiming to harness the full potential of this innovative technology. The book meticulously covers a range of topics including installation and setup, efficient data handling with Arrow Tables and Arrays, and seamless interoperability with other data systems. Readers will learn the intricacies of inter-process communication, memory management, and performance optimization techniques. Enhanced by real-world use cases spanning diverse industries, this book illustrates the transformative impact of Apache Arrow's application in fields such as finance, healthcare, and big data analytics. With clear explanations and step-by-step guidance, this book arms you with practical solutions to common challenges, positioning you to maximize the benefits of Apache Arrow in improving data processing speed and analytic efficiency. Whether you are a data scientist, software engineer, or IT professional, "Mastering Apache Arrow" empowers you to elevate your approach to data analytics and prepares you for the evolving demands of data-driven innovation.

Modern Python Programming Using Chatgpt

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Author : Shivakumar Gopalakrishnan
language : en
Publisher: BPB Publications
Release Date : 2024-08-29

Modern Python Programming Using Chatgpt written by Shivakumar Gopalakrishnan and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-29 with Computers categories.

DESCRIPTION Modern Python Programming using ChatGPT is your essential guide to leveraging Artificial Intelligence to streamline and enhance your Python development workflow across the entire software development lifecycle (SDLC). This book covers every stage, from requirements gathering and design to implementation, testing, security, deployment, and observability, demonstrating how ChatGPT can be of invaluable assistance throughout. Learn how to use ChatGPT to break down features into stories, design, and architect software, implement AI-generated code snippets, write clean and maintainable code, test and secure applications, deploy efficiently, and monitor performance. This comprehensive guide shows you how to integrate ChatGPT seamlessly into every stage of your Python projects. Discover how ChatGPT can automate repetitive tasks, generate high-quality code snippets, provide instant debugging tips, and ensure your code adheres to industry standards and best practices. This book provides thorough coverage of the latest trends and best practices in Python development, equipping you with the tools to write clean, maintainable, and robust code. Through practical examples and hands-on exercises, you will learn how to apply ChatGPT in real-world scenarios, making your development process more efficient and productive. KEY FEATURES ● Supercharge the entire SDLC using ChatGPT's AI-driven insights. ● Seamlessly integrate ChatGPT into every stage of your Python projects. ● Practical, real-world examples and hands-on exercises. WHAT YOU WILL LEARN ● To seamlessly integrate ChatGPT from coding to deployment to monitoring. ● Use ChatGPT to gather and document software requirements. ● Break down features into stories with ChatGPT assistance. ● Design, architect, and implement clean, maintainable code using AI-generated snippets. ● Test, secure, and deploy applications with AI support. ● Optimize performance and monitor software using ChatGPT. WHO THIS BOOK IS FOR This book is for Python developers of all experience levels who want to enhance their entire software development process using AI. Basic knowledge of Python is assumed, but detailed instructions are provided to help you integrate ChatGPT into your projects effectively. TABLE OF CONTENTS 1. ChatGPT and Its Capabilities 2. Benefits of Using ChatGPT in Python Development 3. Setting up ChatGPT for Python Development 4. Requirements Gathering 5. Design and Architecture 6. Implementing a Software Product 7. Pull Review and Commit Messages 8. Using ChatGPT for Coding with SOLID Principles 9. Software Testing with ChatGPT in Python 10. Deployment with ChatGPT 11. Performance and Observability 12. Revolutionary Impact of ChatGPT 13. Limitations, Pitfalls and Dangers of ChatGPT 14. Preparing for the Future with ChatGPT

Ai Unleashed A Holistic Guide To Mastering Artificial Intelligence

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Author : Tanjimul Islam Tareq
language : en
Publisher: BookRix
Release Date : 2023-08-28

Ai Unleashed A Holistic Guide To Mastering Artificial Intelligence written by Tanjimul Islam Tareq and has been published by BookRix this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-28 with Juvenile Nonfiction categories.

Embark on a transformative journey through the realm of artificial intelligence with "AI Unleashed: A Holistic Guide to Mastering Artificial Intelligence." In this comprehensive and unique guide, you'll uncover the depths of AI's complexities, from foundational concepts to cutting-edge techniques that are shaping the future. From the evolution of AI's journey from fiction to reality, to the powerful insights of unsupervised learning, deep learning, and reinforcement learning, this book equips you with the knowledge to unravel AI's intricacies. Through vivid explanations, real-world examples, and immersive chapters, you'll traverse the landscape of supervised and unsupervised learning, delve into neural networks and advanced algorithms, and comprehend the ethical considerations that underpin responsible AI development. But "AI Unleashed" doesn't stop at theory—it propels you into action. You'll discover the practical aspects of data preprocessing, model tuning, and deployment strategies that are pivotal for creating AI solutions that work seamlessly in the real world. Moreover, you'll explore the intersections of AI with diverse industries, from healthcare and finance to quantum computing, positioning you at the forefront of innovation. As you journey through these pages, you'll not only gain a deep understanding of AI's intricacies but also develop the skills to build intelligent systems that create positive impacts. Whether you're a seasoned AI practitioner or a curious beginner, "AI Unleashed" empowers you to unlock the boundless potential of artificial intelligence and embark on a path of continuous learning that propels you forward in the dynamic world of AI innovation.