QGIS By Example. Leverage the power of QGIS in real-world applications to become a powerful user in cartography and GIS analysis

Alexander Bruy, Daria Svidzinska

QGIS Python Programming Cookbook. Automating geospatial development - Second Edition

Joel Lawhead

QGIS is a desktop geographic information system that facilitates data viewing, editing, and analysis. Paired with the most efficient scripting language—Python, we can write effective scripts that extend the core functionality of QGIS. Based on version QGIS 2.18, this book will teach you how to write Python code that works with spatial data to automate geoprocessing tasks in QGIS. It will cover topics such as querying and editing vector data and using raster data. You will also learn to create, edit, and optimize a vector layer for faster queries, reproject a vector layer, reduce the number of vertices in a vector layer without losing critical data, and convert a raster to a vector. Following this, you will work through recipes that will help you compose static maps, create heavily customized maps, and add specialized labels and annotations. As well as this, we’ll also share a few tips and tricks based on different aspects of QGIS.

QGIS Python Programming Cookbook. Over 140 recipes to help you turn QGIS from a desktop GIS tool into a powerful automated geospatial framework

Joel Lawhead, Joel Lawhead

QGIS Quick Start Guide. A beginner's guide to getting started with QGIS 3.4

Andrew Cutts

QGIS is a user friendly, open source geographic information system (GIS). The popularity of open source GIS and QGIS, in particular, has been growing rapidly over the last few years. This book is designed to help beginners learn about all the tools required to use QGIS 3.4.This book will provide you with clear, step-by-step instructions to help you apply your GIS knowledge to QGIS. You begin with an overview of QGIS 3.4 and its installation. You will learn how to load existing spatial data and create vector data from scratch. You will then be creating styles and labels for maps. The final two chapters demonstrate the Processing toolbox and include a brief investigation on how to extend QGIS. Throughout this book, we will be using the GeoPackage format, and we will also discuss how QGIS can support many different types of data.Finally, you will learn where to get help and how to become engaged with the GIS community.

Qt5 Python GUI Programming Cookbook. Building responsive and powerful cross-platform applications with PyQt

B. M. Harwani

PyQt is one of the best cross-platform interface toolkits currently available; it's stable, mature, and completely native. If you want control over all aspects of UI elements, PyQt is what you need. This book will guide you through every concept necessary to create fully functional GUI applications using PyQt, with only a few lines of code.As you expand your GUI using more widgets, you will cover networks, databases, and graphical libraries that greatly enhance its functionality. Next, the book guides you in using Qt Designer to design user interfaces and implementing and testing dialogs, events, the clipboard, and drag and drop functionality to customize your GUI. You will learn a variety of topics, such as look and feel customization, GUI animation, graphics rendering, implementing Google Maps, and more. Lastly, the book takes you through how Qt5 can help you to create cross-platform apps that are compatible with Android and iOS. You will be able to develop functional and appealing software using PyQt through interesting and fun recipes that will expand your knowledge of GUIs

Quantum Computing and Blockchain in Business. Exploring the applications, challenges, and collision of quantum computing and blockchain

Arunkumar Krishnakumar

Are quantum computing and Blockchain on a collision course or will they be the most important trends of this decade to disrupt industries and life as we know it?Fintech veteran and venture capitalist Arunkumar Krishnakumar cuts through the hype to bring us a first-hand look into how quantum computing and Blockchain together are redefining industries, including fintech, healthcare, and research. Through a series of interviews with domain experts, he also explores these technologies’ potential to transform national and global governance and policies – from how elections are conducted and how smart cities can be designed and optimized for the environment, to what cyberwarfare enabled by quantum cryptography might look like. In doing so, he also highlights challenges that these technologies have to overcome to go mainstream.Quantum Computing and Blockchain in Business explores the potential changes that quantum computing and Blockchain might bring about in the real world. After expanding on the key concepts and techniques, such as applied cryptography, qubits, and digital annealing, that underpin quantum computing and Blockchain, the book dives into how major industries will be impacted by these technologies. Lastly, we consider how the two technologies may come together in a complimentary way.

Quantum Computing in Practice with Qiskit(R) and IBM Quantum Experience(R). Practical recipes for quantum computer coding at the gate and algorithm level with Python

Hassi Norlen

IBM Quantum Experience® is a leading platform for programming quantum computers and implementing quantum solutions directly on the cloud. This book will help you get up to speed with programming quantum computers and provide solutions to the most common problems and challenges.You’ll start with a high-level overview of IBM Quantum Experience® and Qiskit®, where you will perform the installation while writing some basic quantum programs. This introduction puts less emphasis on the theoretical framework and more emphasis on recent developments such as Shor’s algorithm and Grover’s algorithm. Next, you’ll delve into Qiskit®, a quantum information science toolkit, and its constituent packages such as Terra, Aer, Ignis, and Aqua. You’ll cover these packages in detail, exploring their benefits and use cases. Later, you’ll discover various quantum gates that Qiskit® offers and even deconstruct a quantum program with their help, before going on to compare Noisy Intermediate-Scale Quantum (NISQ) and Universal Fault-Tolerant quantum computing using simulators and actual hardware. Finally, you’ll explore quantum algorithms and understand how they differ from classical algorithms, along with learning how to use pre-packaged algorithms in Qiskit® Aqua.By the end of this quantum computing book, you’ll be able to build and execute your own quantum programs using IBM Quantum Experience® and Qiskit® with Python.

Quantum Machine Learning and Optimisation in Finance. Drive financial innovation with quantum-powered algorithms and optimisation strategies - Second Edition

Antoine Jacquier, Oleksiy Kondratyev, Alexander Lipton, Marcos López de Prado

As quantum machine learning (QML) continues to evolve, many professionals struggle to apply its powerful algorithms to real-world problems using noisy intermediate-scale quantum (NISQ) hardware. This book bridges that gap by focusing on hands-on QML applications tailored to NISQ systems, moving beyond the traditional textbook approaches that explore standard algorithms like Shor's and Grover's, which lie beyond current NISQ capabilities.You’ll get to grips with major QML algorithms that have been widely studied for their transformative potential in finance and learn hybrid quantum-classical computational protocols, the most effective way to leverage quantum and classical computing systems together.The authors, Antoine Jacquier, a distinguished researcher in quantum computing and stochastic analysis, and Oleksiy Kondratyev, a Quant of the Year awardee with over 20 years in quantitative finance, offer a hardware-agnostic perspective. They present a balanced view of both analog and digital quantum computers, delving into the fundamental characteristics of the algorithms while highlighting the practical limitations of today’s quantum hardware.By the end of this quantum book, you’ll have a deeper understanding of the significance of quantum computing in finance and the skills needed to apply QML to solve complex challenges, driving innovation in your work.

RAG-Driven Generative AI. Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone

Denis Rothman

RAG-Driven Generative AI provides a roadmap for building effective LLM, computer vision, and generative AI systems that balance performance and costs.This book offers a detailed exploration of RAG and how to design, manage, and control multimodal AI pipelines. By connecting outputs to traceable source documents, RAG improves output accuracy and contextual relevance, offering a dynamic approach to managing large volumes of information. This AI book shows you how to build a RAG framework, providing practical knowledge on vector stores, chunking, indexing, and ranking. You’ll discover techniques to optimize your project’s performance and better understand your data, including using adaptive RAG and human feedback to refine retrieval accuracy, balancing RAG with fine-tuning, implementing dynamic RAG to enhance real-time decision-making, and visualizing complex data with knowledge graphs.You’ll be exposed to a hands-on blend of frameworks like LlamaIndex and Deep Lake, vector databases such as Pinecone and Chroma, and models from Hugging Face and OpenAI. By the end of this book, you will have acquired the skills to implement intelligent solutions, keeping you competitive in fields from production to customer service across any project.

Raspberry Pi Computer Vision Programming. Design and implement computer vision applications with Raspberry Pi, OpenCV, and Python 3 - Second Edition

Ashwin Pajankar

Raspberry Pi is one of the popular single-board computers of our generation. All the major image processing and computer vision algorithms and operations can be implemented easily with OpenCV on Raspberry Pi. This updated second edition is packed with cutting-edge examples and new topics, and covers the latest versions of key technologies such as Python 3, Raspberry Pi, and OpenCV. This book will equip you with the skills required to successfully design and implement your own OpenCV, Raspberry Pi, and Python-based computer vision projects.At the start, you'll learn the basics of Python 3, and the fundamentals of single-board computers and NumPy. Next, you'll discover how to install OpenCV 4 for Python 3 on Raspberry Pi, before covering major techniques and algorithms in image processing, manipulation, and computer vision. By working through the steps in each chapter, you'll understand essential OpenCV features. Later sections will take you through creating graphical user interface (GUI) apps with GPIO and OpenCV. You'll also learn to use the new computer vision library, Mahotas, to perform various image processing operations. Finally, you'll explore the Jupyter Notebook and how to set up a Windows computer and Ubuntu for computer vision.By the end of this book, you'll be able to confidently build and deploy computer vision apps.

Raspberry Pi. Najlepsze projekty

Andrew Robinson, Mike Cook

Wykorzystaj ogromny potencjał miniaturowego komputera! Raspberry Pi to prawdziwy komputer o rozmiarach lekko przerośniętej karty kredytowej. Posiada on ogromny potencjał, całkiem sporą moc obliczeniową, a do tego kosztuje naprawdę niewiele. Platforma ta była projektowana z myślą o nauce programowania dla dzieci. Jednak, jak to często bywa, historia potoczyła się zupełnie inaczej. Obecnie Raspberry Pi znajduje zastosowanie jako serwer WWW, odtwarzacz filmów lub sterownik urządzeń. Masz dobry pomysł, żeby wykorzystać Pi w projekcie? A może jeszcze nie wiesz, co chciałbyś zrobić z Raspberry Pi? Ta książka rozwieje wszystkie Twoje wątpliwości i podsunie pomysły na atrakcyjne projekty. W trakcie lektury poznasz budowę Raspberry Pi oraz dowiesz się, jak go podłączyć i uruchomić system Linux. W kolejnych rozdziałach przygotujesz grę kółko i krzyżyk oraz stworzysz własny teleprompter. Jeżeli potrzebny Ci jest elektroniczny zegar do pomiaru czasu reakcji lub marzy Ci się twittująca zabawka, to trzymasz w ręku właściwą książkę! Jeżeli pragniesz zamieszkać w inteligentnym domu za rozsądne pieniądze — zainteresuje Cię rozdział poświęcony jego automatyzacji. Sprawdź, jakie to proste! Jest to obowiązkowa lektura dla wszystkich pasjonatów, chcących wycisnąć z Raspberry Pi siódme poty! Sięgnij po tę książkę i: poznaj budowę i podstawy korzystania z Raspberry Pi wygeneruj labirynt w Minecraft zbuduj światła dyskotekowe przygotuj własny czujnik ruchu zrealizuj swoje elektroniczne marzenia Zbiór najlepszych projektów dla Pi!

Raspberry Pi. Przewodnik użytkownika. Wydanie III

Eben Upton, Gareth Halfacree

Bogate źródło informacji na temat Raspberry Pi! Raspberry Pi to komputer wielkości karty kredytowej. Wśród jego głównych atutów można wymienić ogrom możliwości oraz niską cenę. Początkowo miał pełnić rolę platformy do nauki programowania, jednak szybko znalazł tysiące innych zastosowań! Raspberry Pi jest używany jako serwer WWW, domowe media center, sterownik urządzeń lub baza do zaawansowanych projektów elektronicznych. Jaki Ty masz pomysł na jego zastosowanie? Ta książka to kolejne wydanie instrukcji użytkownika, dzięki której poznasz tajniki pracy z platformą Raspberry Pi. Została wzbogacona i zaktualizowana o informacje o najnowszej wersji Pi, oznaczonej symbolem B+. Nowa wersja to jeszcze większa moc oraz ciekawe możliwości. Sięgnij po tę książkę i przekonaj się, czym charakteryzuje się architektura ARM oraz jak przygotować Pi do pracy. Naucz się pracować z systemem Linux, a także tworzyć programy i skrypty między innymi za pomocą języka Python. Dowiedz się, jak zbudować centrum multimedialne na podstawie platformy Raspberry Pi oraz jak podłączyć do Pi dodatkowe urządzenia. Książka ta jest obowiązkową lekturą dla wszystkich osób zafascynowanych możliwościami Raspberry Pi. Dzięki tej książce: poznasz historię platformy oraz jej możliwości dowiesz się, jak podłączyć do Pi zewnętrzne urządzenia wykorzystasz złącza GPIO zbudujesz centrum multimedialne z Pi na czele wykorzystasz w pełni możliwości tej niesamowitej platformy Kompletne źródło informacji o Raspberry Pi!

Reinforcement Learning Algorithms with Python. Learn, understand, and develop smart algorithms for addressing AI challenges

Andrea Lonza

Reinforcement Learning (RL) is a popular and promising branch of AI that involves making smarter models and agents that can automatically determine ideal behavior based on changing requirements. This book will help you master RL algorithms and understand their implementation as you build self-learning agents.Starting with an introduction to the tools, libraries, and setup needed to work in the RL environment, this book covers the building blocks of RL and delves into value-based methods, such as the application of Q-learning and SARSA algorithms. You'll learn how to use a combination of Q-learning and neural networks to solve complex problems. Furthermore, you'll study the policy gradient methods, TRPO, and PPO, to improve performance and stability, before moving on to the DDPG and TD3 deterministic algorithms. This book also covers how imitation learning techniques work and how Dagger can teach an agent to drive. You'll discover evolutionary strategies and black-box optimization techniques, and see how they can improve RL algorithms. Finally, you'll get to grips with exploration approaches, such as UCB and UCB1, and develop a meta-algorithm called ESBAS.By the end of the book, you'll have worked with key RL algorithms to overcome challenges in real-world applications, and be part of the RL research community.

Robotic Process Automation with Automation Anywhere. Techniques to fuel business productivity and intelligent automation using RPA

Husan Mahey

With an increase in the number of organizations deploying RPA solutions, Robotic Process Automation (RPA) is quickly becoming the most desired skill set for both developers starting their career and seasoned professionals. This book will show you how to use Automation Anywhere A2019, one of the leading platforms used widely for RPA.Starting with an introduction to RPA and Automation Anywhere, the book will guide you through the registration, installation, and configuration of the Bot agent and Control Room. With the help of easy-to-follow instructions, you’ll build your first bot and discover how you can automate tasks with Excel, Word, emails, XML, and PDF files. You’ll learn from practical examples based on real-world business scenarios, and gain insights into building more robust and resilient bots, executing external scripts such as VBScripts and Python, and adding error handling routines.By the end of this RPA book, you’ll have developed the skills required to install and configure an RPA platform confidently and have a solid understanding of how to build complex and robust, yet performant, bots.

Rozwijanie mikrousług w Pythonie. Budowa, testowanie, instalacja i skalowanie

Tarek Ziade

Rozwijanie mikrousług w Pythonie. Budowa, testowanie, instalacja i skalowanie Mikrousługi są bardzo ciekawym trendem tworzenia kodu. Pojawił się on kilka lat temu z uwagi na potrzebę przyspieszenia cyklu udostępniania oprogramowania. Nowe produkty i funkcje musiały być oferowane użytkownikom możliwie najszybciej. Wkrótce okazało się, że tworzenie architektury aplikacji składającej się z małych, funkcjonalnych jednostek - właśnie mikrousług - jest bardzo obiecującym sposobem pracy. Pozwala na zwiększenie się elastyczności oraz szybkości wprowadzania innowacji, gdyż programista może zająć się jednym elementem bez zastanawiania się nad całością aplikacji. W świecie, w którym rządzą wydajność i krótki czas dostarczania kodu, jest to duża wartość! Dzięki tej książce dowiesz się, w jaki sposób niewielkie, standardowe elementy kodu mogą złożyć się na kompletną, działającą aplikację. Nauczysz się tworzyć takie mikrousługi, rozwiązywać pojawiające się problemy i nabierzesz nawyku stosowania dobrych praktyk. Szybko zaczniesz pisać aplikacje w Pythonie za pomocą szerokiego wachlarza dostępnych narzędzi, włączając w to Flask czy Tox. Przy okazji nauczysz się zasad programowania zorientowanego na testy. Dowiesz się, jak zabezpieczać komunikację pomiędzy usługami i kodować funkcjonalności zapory aplikacyjnej w języku Lua dla serwera Nginx. Poznasz też możliwości instalowania mikrousług w chmurze AWS z wykorzystaniem kontenerów Docker. W tej książce między innymi: mikrousługi i ich rola w tworzeniu nowoczesnych aplikacji WWW cykl tworzenia kodu pod kątem testów i ciągłej integracji monitorowanie i zabezpieczanie mikrousług tworzenie mikrousług w JavaScript budowa mikrousług niezależnie od operatorów chmurowych i technologii wirtualizacyjnych unikanie problemów wynikających z centralizacji aplikacji Mikrousługi w języku Python: integracja doskonała!

Sage Beginner's Guide. Unlock the full potential of Sage for simplifying and automating mathematical computing with this book and

Craig Finch