Название: C programming for problem solving
Автор: Hemant Jain, Sukhendra Singh
Издательство: Independently published
Год: 2020
Страниц: 295
Язык: английский
Формат: pdf (true)
Размер: 10.2 MB

This text book provide in-depth coverage of C constructs and concepts useful for problem solving. This book covers complete syllabus of programming course taught in first year of undergraduate programmer in various institution in India. After finishing, the reader will be able to write programs in C programming for problems in hand efficiently. The C language is a procedural language, which means we specify the sequence of steps that need to be followed to reach the desired output. It is as if I will do "job1" than "job2" and finally "job3" and at the end, my work is done. C is a compiled language, which means you have to run C code through a compiler to make it understandable to your computer.

Название: Convex Optimization In Python : Python Implementations For Examples in Textbook, Convex Optimization
Автор: Edwin Jiang
Издательство: Leanpub
Год: May 23, 2022
Страниц: 614
Язык: английский
Формат: pdf (true)
Размер: 13.2 MB

A demonstration of how abstract convex algorithms work in practice* Convex optimization as a solid foundation for AL & ML. The objective of the book is to assist the reader to acquire Python programming experience of the convex optimization theory, by first reproducing the examples and the figures in the textbook by Python, and then by tuning the model parameters for further understanding the characteristics of the convex problems and their solutions.

Название: Machine Learning for Smart Environments/Cities: An IoT Approach
Автор: Goncalo Marques, Alfonso Gonzalez-Briones
Издательство: Springer
Год: 2022
Страниц: 254
Язык: английский
Формат: pdf (true), epub
Размер: 28.1 MB

This book introduces machine learning and its applications in smart environments/cities. At this stage, a comprehensive understanding of smart environment/city applications is critical for supporting future research. This book includes chapters written by researchers from different countries across the globe and identifies critical threads in research and also gaps that open up new and challenging lines of research for the future. Recent advances are discussed, and thorough reviews introduce readers to critical domains. The discussion on key research topics presented in this book accelerates smart city and smart environment implementations based on IoT technologies. Consequently, this book supports future research activities aimed at developing future IoT architectures for smart environments/cities.

Название: PyTorch. Освещая глубокое обучение
Автор: Стивенс Эли, Антига Лука, Виман Томас
Издательство: Питер
Год: 2022
Формат: pdf
Страниц: 576
Размер: 45,4 Мб
Язык: русский

Многие средства глубокого обучения используют Python, но именно библиотека PyTorch по-настоящему «питоническая». Легкая в освоении для тех, кто знаком с NumPy и scikit-learn, PyTorch упрощает работу с глубоким обучением, обладая в то же время богатым набором функций. PyTorch прекрасно подходит для быстрого создания моделей и без проблем масштабируется до корпоративного проекта. PyTorch используют такие компании как Apple и JPMorgan Chase. Навыки работы с этой библиотекой пригодятся вам для карьерного роста. Вы научитесь создавать нейронные сети и системы глубокого обучения с помощью PyTorch. Книга поможет быстро приступить к созданию реального проекта с нуля. В ней описаны лучшие практики всего конвейера работы с данными, включая PyTorch Tensor API, загрузку данных на Python, мониторинг обучения и визуализацию полученных результатов.

Название: Architecture of Advanced Numerical Analysis Systems: Designing a Scientific Computing System using OCaml
Автор: Liang Wang, Jianxin Zhao
Издательство: Apress
Год: 2023
Страниц: 471
Язык: английский
Формат: pdf (true), epub
Размер: 22.0 MB

This unique open access book applies the functional OCaml programming language to numerical or computational weighted data science, engineering, and scientific applications. This book is based on the authors' first-hand experience building and maintaining Owl, an OCaml-based numerical computing library. You'll first learn the various components in a modern numerical computation library. Then, you will learn how these components are designed and built up and how to optimize their performance. After reading and using this book, you'll have the knowledge required to design and build real-world complex systems that effectively leverage the advantages of the OCaml functional programming language.

Название: Breaking down JSON Web Tokens : From pros and cons to building and revoking
Автор: The FusionAuth Team
Издательство: Leanpub
Год: 2022-02-25
Язык: английский
Формат: pdf (true), mobi, epub
Размер: 10.1 MB

JSON Web Tokens, or JWTs, are a powerful tool to encapsulate information in an integrity preserving fashion. This technology is widely deployed and supported, and can help you build scalable, secure systems. JSON Web Tokens, or JWTs, are self-contained, portable, stateless tokens that are often issued by identity providers or otherwise used to safely transmit state between different parts of a system. This book will dive deep into various aspects of JWTs, from creation to revocation. You'll also learn about all the pieces of a JWT and how you can validate them, should you be building an API or microservice that is presented with one.

Название: The KCNA Book : Kubernetes and Cloud Native Associate
Автор: Nigel Poulton
Издательство: Leanpub
Год: 2022-03-23
Страниц: 180
Язык: английский
Формат: pdf (true), epub
Размер: 20.08 MB

Kubernetes and cloud native technologies are reshaping the world. The KCNA certification lets you prove your knowledge and opens you up to the best jobs, best projects, and best companies. The KCNA Book covers everything needed to pass the exam, with over 250 sample questions and a full sample test. Kubernetes and cloud native technologies are reshaping the world. Building apps as small, specialised, single-purpose services that can self-heal, autoscale, and be regularly updated without downtime brings huge benefits. However, possessing the knowledge and skills to leverage these technologies is a huge career boost for you as an individual. It can get you the best roles, on the best projects, at the best organisations. It can even earn you more money.

Название: MATLAB Aerospace Blockset User’s Guide (R2022b)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: September 2022
Страниц: 1435
Язык: английский
Формат: pdf (true)
Размер: 20.8 MB

Aerospace Blockset provides Simulink reference examples and blocks for modeling, simulating, and analyzing high-fidelity aircraft and spacecraft platforms. It includes vehicle dynamics, validated models of the flight environment, and blocks for pilot behavior, actuator dynamics, and propulsion. Built-in aerospace math operations and coordinate system and spatial transformations let you represent aircraft and spacecraft motion and orientation. To examine simulation results, you can connect 2D and 3D visualization blocks to your model. Aerospace Blockset provides standard model architectures for building reusable vehicle platform models. These platform models can support flight and mission analysis; conceptual studies; detailed mission design; guidance, navigation, and control (GNC) algorithm development; software integration testing; and hardware-in-the-loop (HIL) testing for applications in autonomous flight, radar, and communications.

Название: MATLAB Aerospace Toolbox User’s Guide (R2022b)
Автор: MathWorks
Издательство: The MathWorks, Inc.
Год: September 2022
Страниц: 1285
Язык: английский
Формат: pdf (true)
Размер: 13.9 MB

Aerospace Toolbox provides standards-based tools and functions for analyzing the motion, mission, and environment of aerospace vehicles. It includes aerospace math operations, coordinate system and spatial transformations, and validated environment models for interpreting flight data. The toolbox also includes 2D and 3D visualization tools and standard cockpit instruments for observing vehicle motion. For flight vehicles, you can import Data Compendium (Datcom) files directly into MATLAB to represent vehicle aerodynamics. The aerodynamics can be combined with reference parameters to define your aircraft configuration and dynamics for control design and flying qualities analysis. Aerospace Toolbox lets you design and analyze scenarios consisting of satellites and ground stations. You can propagate satellite trajectories from orbital elements or two-line element sets, load in satellite and constellation ephemerides, perform mission analysis tasks such as line-of-sight access, and visualize the scenario as a ground track or globe.

Название: Python Data Science: The Complete Crash Course to Mastering Python Data Science on your own
Автор: Megane Noel
Издательство: Independently published
Год: December 11, 2021
Язык: английский
Формат: pdf, epub, mobi
Размер: 10.1 MB

The comprehensive, easy-to-understand handbook for anyone interested in learning more about Data Science, what it has to offer, and how to avoid frequent beginner mistakes in order to master it in the near future. Thеrе аrе mаny grеаt coding lаnguаgеs to work with whеn thе timе comеs to tаcklе dаtа sciеncе, but mаny аgrее thаt thе powеr, librаriеs, аnd еаsе of usе аnd lеаrning of Python mаkе it onе of thе bеst choicеs to dеаl with this idеа . Wе'll аlso tаkе somе timе to look аt а fеw librаriеs wе'll bе working with whеn it comеs to Python, including NumPy аnd its аrrаys, Sеаborn, аnd Mаtplotlib, to gеt аll thе work donе in no timе.