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 Название: Optimizing Visual Studio Code for Python Development Developing More Efficient and Effective Programs in Python
Автор: Sufyan bin Uzayr
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 220
Размер: 10 Mb
Язык: English
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. | |
Разместил: vitvikvas 20-09-2021, 15:43 | Комментарии: 0 | Подробнее
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 Название: Machine Learning: Master Supervised and Unsupervised Learning Algorithms with Real Examples
Автор: Dr Ruchi Doshi, Dr Kamal Kant Hiran, Ritesh Kumar Jain, Dr Kamlesh Lakhwani
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 531
Размер: 10 Mb
Язык: English
The book offers the readers the fundamental concepts of Machine Learning techniques in a user-friendly language. The book aims to give in-depth knowledge of the different Machine Learning (ML) algorithms and the practical implementation of the various ML approaches.
This book covers different Supervised Machine Learning algorithms such as Linear Regression Model, Naïve Bayes classifier Decision Tree, K-nearest neighbor, Logistic Regression, Support Vector Machine, Random forest algorithms, Unsupervised Machine Learning algorithms such as k-means clustering, Hierarchical Clustering, Probabilistic clustering, Association rule mining, Apriori Algorithm, f-p growth algorithm, Gaussian mixture model and Reinforcement Learning algorithm such as Markov Decision Process (MDP), Bellman equations, policy evaluation using Monte Carlo, Policy iteration and Value iteration, Q-Learning, State-Action-Reward-State-Action (SARSA). | |
Разместил: vitvikvas 19-09-2021, 16:37 | Комментарии: 0 | Подробнее
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 Название: Azure for .NET Core Developers: Implementing Microsoft Azure Solutions Using .NET Core Framework
Автор: Kasam Ahmed Shaikh
Издательство: BPB Publications
Год: 2020
Формат: ePUB, PDF
Страниц: 334
Размер: 27,7 Mb
Язык: English
Every developer is striving hard to up-skill oneself from a developer to a Cloud developer and with the growing pace of cloud programming, this up-gradation is not simple.
This book will help .NET Core developers to seamlessly cover this said journey. It covers the newly released .Net Core 3.0 / 3.1 features including, Azure Function V3. The book not only focusses on one way of working with Azure Cloud services but also includes another viable way of managing Azure resources with the software application. The book also touches base on some Azure products and services. From exploring the most used Azure services to touching the newest version of offerings, this book is aimed to cover everything from a developer perspective. Code exercise, Code blocks, azure service implementation, application secrets keys management, free super-fast hosting options along with live debugging of code hosted on Cloud, are some of the key take-aways from this book. | |
Разместил: vitvikvas 19-09-2021, 10:10 | Комментарии: 0 | Подробнее
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 Название: Fundamental Concepts of MATLAB Programming: From Learning the Basics to Solving a Problem with MATLAB
Автор: Dr. Brijesh Bakariya, Dr. Kulwinder Singh Parmar
Издательство: BPB Publications
Год: 2020
Формат: ePUB, PDF
Страниц: 512
Размер: 10 Mb
Язык: English
Learn how to use MATLAB commands and functions in an efficient and effective manner
MATLAB has been an essential platform for data computation. There are various types of technologies that are going on, but it requires a tool for data handling. MATLAB provides better computing power for a massive amount of data.
This book will be your comprehensive guide to creating applications, simulation, computation measures. The book begins with an introduction MATLAB and quickly goes on to teach you the usage of MATLAB. After this, we will explore the various commands and essential concepts and topics about MATLAB. Moving forward, we'll explore importing and exporting data, handling data, and visualization of data through different ways to plot a graph. Towards the end, we will explore the basic algebraic functions used in MATLAB. | |
Разместил: vitvikvas 19-09-2021, 09:51 | Комментарии: 0 | Подробнее
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 Название: Learning Genetic Algorithms with Python: Empower the Performance of Machine Learning and AI Models with the Capabilities of a Powerful Search Algorithm
Автор: Ivan Gridin
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 433
Размер: 12,1 Mb
Язык: English
Genetic algorithms are one of the most straightforward and powerful techniques used in machine learning. This book 'Learning Genetic Algorithms with Python' guides the reader right from the basics of genetic algorithms to its real practical implementation in production environments.
Each of the chapters gives the reader an intuitive understanding of each concept. You will learn how to build a genetic algorithm from scratch and implement it in real-life problems. Covered with practical illustrated examples, you will learn to design and choose the best model architecture for the particular tasks. Cutting edge examples like radar and football manager problem statements, you will learn to solve high-dimensional big data challenges with ways of optimizing genetic algorithms. | |
Разместил: vitvikvas 19-09-2021, 09:41 | Комментарии: 0 | Подробнее
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 Название: Engineering Production-Grade Shiny Apps
Автор: Colin Fay, Sebastien Rochette, Vincent Guyader, Cervan Girard
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 399
Размер: 26,8 Mb
Язык: English
Presented in full color, Engineering Production-Grade Shiny Apps helps people build production-grade shiny applications, by providing advice, tools, and a methodology to work on web applications with R. This book starts with an overview of the challenges which arise from any big web application project: organizing work, thinking about the user interface, the challenges of teamwork and the production environment. Then, it moves to a step-by-step methodology that goes from the idea to the end application. Each part of this process will cover in detail a series of tools and methods to use while building production-ready shiny applications. Finally, the book will end with a series of approaches and advice about optimizations for production. | |
Разместил: vitvikvas 18-09-2021, 12:22 | Комментарии: 0 | Подробнее
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 Название: Hands-on Azure Cognitive Services Applying AI and Machine Learning for Richer Applications
Автор: Ed Price, Adnan Masood, Gaurav Aroraa
Издательство: Apress
Год: 2021
Формат: PDF
Страниц: 376
Размер: 22,7 Mb
Язык: English
Use this hands-on guide book to learn and explore cognitive APIs developed by Microsoft and provided with the Azure platform. This book gets you started working with Azure Cognitive Services. You will not only become familiar with Cognitive Services APIs for applications, but you will also be exposed to methods to make your applications intelligent for deployment in businesses.
The book starts with the basic concepts of Azure Cognitive Services and takes you through its features and capabilities. You then learn how to work inside the Azure Marketplace for Bot Services, Cognitive Services, and Machine Learning. You will be shown how to build an application to analyze images and videos, and you will gain insight on natural language processing (NLP). Speech Services and Decision Services are discussed along with a preview of Anomaly Detector. You will go through Bing Search APIs and learn how to deploy and host services by using containers. And you will learn how to use Azure Machine Learning and create bots for COVID-19 safety, using Azure Bot Service. | |
Разместил: vitvikvas 18-09-2021, 11:31 | Комментарии: 0 | Подробнее
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 Название: Hands-on Azure DevOps: CICD Implementation for Mobile, Hybrid, and Web Applications Using Azure DevOps and Microsoft Azure
Автор: Mitesh Soni
Издательство: BPB Publications
Год: 2020
Формат: ePUB, PDF
Страниц: 670
Размер: 18 Mb
Язык: English
This book will cover an approach that includes the understanding of DevOps, Assessment of AS-IS state, DevOps Practices Implementation and measurement of success. The main objective is to demonstrate Continuous Practices of DevOps Culture using Microsoft Azure DevOps and Microsoft Azure Cloud across different types of applications such as Mobile apps, Hybrid Mobile App, and Web applications. The main idea is to have a uniform approach across different types of applications such as Mobile apps, Hybrid Mobile App, and Web applications. It is important to have a uniform approach of DevOps Practices implementation in an application written in different programming languages such as Java, Android, iOS, Node.js, Angular, Ionic Cordova, Xamarin, Python, and PHP. | |
Разместил: vitvikvas 18-09-2021, 11:22 | Комментарии: 0 | Подробнее
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 Название: Designing Microservices Using Django: Structuring, Deploying and Managing the Microservices Architecture with Django
Автор: Shayank Jain
Издательство: BPB Publications,
Год: 2020
Формат: ePUB, PDF
Страниц: 649
Размер: 14,9 Mb
Язык: English
Microservices architectures solve the multiple problems of software architecture. Django is a full-stack development framework, written in python.
This book includes everything necessary for web application development; from the user views to the information storage: model, persistence, relationships, controllers, forms, validations, rest API and a very useful back office. Furthermore, the book will show how to build production-ready microservices. It will help you create restful APIs and get familiar with Redis and Celery. Towards the end, the book will show how to secure these services and deploy these microservices using Django. Lastly, it will show how to scale our services. | |
Разместил: vitvikvas 18-09-2021, 11:08 | Комментарии: 0 | Подробнее
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 Название: Getting started with Deep Learning for Natural Language Processing: Learn how to build NLP applications with Deep Learning
Автор: Sunil Patel
Издательство: BPB Publications
Год: 2021
Формат: ePUB, PDF
Страниц: 783
Размер: 14,8 Mb
Язык: English
Natural language processing (NLP) is one of the areas where many Machine Learning and Deep Learning techniques are applied.
This book covers wide areas, including the fundamentals of Machine Learning, Understanding and optimizing Hyperparameters, Convolution Neural Networks (CNN), and Recurrent Neural Networks (RNN). This book not only covers the classical concept of text processing but also shares the recent advancements. This book will empower users in designing networks with the least computational and time complexity. This book not only covers basics of Natural Language Processing but also helps in deciphering the logic behind advanced concepts/architecture such as Batch Normalization, Position Embedding, DenseNet, Attention Mechanism, Highway Networks, Transformer models and Siamese Networks. This book also covers recent advancements such as ELMo-BiLM, SkipThought, and Bert. This book also covers practical implementation with step by step explanation of deep learning techniques in Topic Modelling, Text Generation, Named Entity Recognition, Text Summarization, and Language Translation. In addition to this, very advanced and open to research topics such as Generative Adversarial Network and Speech Processing are also covered. | |
Разместил: vitvikvas 18-09-2021, 10:54 | Комментарии: 0 | Подробнее
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