Название: Building Machine Learning Systems Using Python: Practice to Train Predictive Models and Analyze Machine Learning Results
Автор: Deepti Chopra
Издательство: BPB Publications,
Год: 2021
Формат: ePUB, PDF
Страниц: 247
Размер: 10 Mb
Язык: English

This book covers basic concepts of Machine Learning, various learning paradigms, different architectures and algorithms used in these paradigms.
You will learn the power of ML models by exploring different predictive modeling techniques such as Regression, Clustering, and Classification. You will also get hands-on experience on method and techniques such as Overfitting, Underfitting, Random Forest, Decision Trees, PCA, and Support Vector Machines. In this book real life examples with fully working of Python implementations are discussed in detail.

Название: Applied Machine Learning Solutions with Python: Production-ready ML Projects Using Cutting-edge Libraries
Автор: Siddhanta Bhatta
Издательство: BPB Publications
Год: 2022
Формат: ePUB, PDF
Страниц: 729
Размер: 16 Mb
Язык: English

This book discusses how to apply machine learning to real-world problems by utilizing real-world data. In this book, you will investigate data sources, become acquainted with data pipelines, and practice how machine learning works through numerous examples and case studies.
The book begins with high-level concepts and implementation (with code!) and progresses towards the real-world of ML systems. It briefly discusses various concepts of Statistics and Linear Algebra. You will learn how to formulate a problem, collect data, build a model, and tune it. You will learn about use cases for data analytics, computer vision, and natural language processing. You will also explore nonlinear architecture, thus enabling you to build models with multiple inputs and outputs. You will get trained on creating a machine learning profile, various machine learning libraries, Statistics, and FAST API.

Название: Developer Relations: How to Build and Grow a Successful Developer Program
Автор: Caroline Lewko, James Parton
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 304
Размер: 17 Mb
Язык: English

Increasingly, business leaders are either looking to start a new developer program at their company or looking to increase the impact of their existing DevRel program. In this context, software developers are finally recognized as legitimate decision makers in the technology buying process, regardless of the size of their organization. New companies are appearing with the sole purpose of making tools for developers, and even companies whose primary focus was elsewhere are waking up to the developer opportunity. Even as the need and demand for DevRel has grown, there are still re-occurring challenges for DevRel leaders.

Название: The AlgoDaily Book: Core Essentials
Автор: Jacob Zhang
Издательство: AlgoDaily
Год: 2021
Формат: PDF
Страниц: 737
Размер: 40,2 Mb
Язык: English

The only technical interview resource you need: your favorite AlgoDaily.com premium content packaged into an 800-page book that you'll love and keep forever. Over 500 illustrations and visualizations; 50 long-form, interactive tutorials and lessons on data structures, algorithms, and interview patterns; and 100 in-depth, illustrated, and well explained solutions to the most common technical interview problems.

Название: React: современные шаблоны для разработки приложений 2-е изд
Автор: Бэнкс Алекс, Порселло Ева
Издательство: Питер
Год: 2022
Формат: ePUB, PDF
Страниц: 320
Размер: 10 Mb
Язык: Русский

Хотите создавать эффективные приложения с помощью React? Тогда эта книга написана для вас. Познакомьтесь лучшими практиками и шаблонами создания современного кода. Вам не потребуются глубокие знания React или функционала jаvascript — достаточно знакомства с принципами работы jаvascript, CSS и HTML.
Алекс Бэнкс и Ева Порселло научат вас создавать пользовательские интерфейсы, которые будут динамически отображать изменения без необходимости перезагрузки страницы даже на крупномасштабных сайтах, работающих с огромными массивами данных.

Название: Learning Domain-Driven Design (Early Release)
Автор: Vladik Chononov
Издательство: O’Reilly Media
Год: 2021-09-15: Third Release
Формат: ePUB
Размер: 14,9 Mb
Язык: English

Today, more than ever, building software is hard. Not only we have to chase ever-changing technological trends, but we also have to grasp business domains that we are building the software for. The latter is often overseen, and it explains why so many projects are doomed to fail. After all, how can you build a solution if you don't understand the problem?

Название: Performance Testing: An ISTQB Certified Tester Foundation Level Specialist Certification Review
Автор: Yorkston, Keith
Издательство: Apress
Год: 2021
Формат: ePUB, PDF
Страниц: 408
Размер: 19 Mb
Язык: English

Use this book to prepare for the ISTQB ® Certified Tester Foundation Level Performance Testing exam. The book has been designed to follow the ISTQB syllabus, covering all of the syllabus learning objectives, with additional reference material extending beyond the syllabus. The book covers an overall methodology for managing and conducting performance testing.
Performance testing has often been considered a black art. In many organizations, perhaps an individual or a small group of technical staff or contractors is given the task of “load testing” an extended system, network, or application. Performance testing is like any other form of testing. It follows a defined test process that is similar to other test types. It utilizes a disciplined approach to the definition of requirements and user stories, the creation of test conditions, test cases, and test procedures. It establishes measurable goals against which the success or failure of the testing can be judged. It also requires (and this cannot be stressed highly enough) a definition and recognition of performance test failures.

Название: Artificial Intelligence for Automated Pricing Based on Product Descriptions
Автор: Nguyen Thi Ngoc Anh, Tran Ngoc Thang, Vijender Kumar Solanki
Издательство: Springer
Год: 2022
Страниц: 62
Язык: английский
Формат: pdf (true), epub
Размер: 11.3 MB

This book highlights Artificial Intelligence (AI) algorithms used in implementation of automated pricing. It presents the process for building automated pricing models from crawl data, preprocessed data to implement models, and their applications. The book also focuses on Machine Learning (ML) and Deep Learning (DL) methods for pricing, including from regression methods to hybrid and ensemble methods. The computational experiments are presented to illustrate the pricing processes and models.

Название: Advances in Machine Learning/Deep Learning-based Technologies: Selected Papers in Honour of Professor Nikolaos G. Bourbakis – Vol. 2
Автор: George A. Tsihrintzis, Maria Virvou, Lakhmi C. Jain
Издательство: Springer
Год: 2022
Страниц: 237
Язык: английский
Формат: pdf (true), epub
Размер: 40.7 MB

The book at hand aims at exposing its readers to some of the most significant Advances in Machine Learning/Deep Learning-based Technologies. The book consists of an editorial note and an additional ten (10) chapters, all invited from authors who work on the corresponding chapter theme and are recognized for their significant research contributions. In more detail, the chapters in the book are organized into five parts, namely (i) Machine Learning/Deep Learning in Socializing and Entertainment, (ii) Machine Learning/Deep Learning in Education, (iii) Machine Learning/Deep Learning in Security, (iv) Machine Learning/Deep Learning in Time Series Forecasting, and (v) Machine Learning in Video Coding and Information Extraction.

Название: New Optimization Algorithms and their Applications: Atom-Based, Ecosystem-Based and Economics-Based
Автор: Zhenxing Zhang, Liying Wang
Издательство: Elsevier
Год: 2021
Страниц: 180
Язык: английский
Формат: pdf (true), epub
Размер: 31.5 MB

New Optimization Algorithms and Applications: Atom-Based, Ecosystem-Based and Economics-Based presents the development of three new optimization algorithms - an Atom Search Optimization (ASO) algorithm, an Artificial Ecosystem-Based Optimization algorithm (AEO), a Supply Demand Based Optimization (SDO), and their applications within engineering. These algorithms are based on benchmark functions and typical engineering cases. The book describes the algorithms in detail and demonstrates how to use them in engineering. The title verifies the performance of the algorithms presented, simulation results are given, and MATLAB® codes are provided for the methods described.