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Use Infrastructure as Code (IaC) to automate, test, and streamline infrastructure for business-critical systems.
In Infrastructure as Code, Patterns and Practices you will learn how to:
Optimize infrastructure for modularity and isolate dependencies
Test infrastructure configuration
Mitigate, troubleshoot, and isolate failed infrastructure changes
Collaborate across teams on infrastructure development
Update infrastructure with minimal downtime using bl...
Updated for OpenCV 5, this book covers the latest on depth cameras, 3D navigation, deep neural networks, and Cloud computing, helping you solve real-world computer vision problems with practical code
Key Features
Build powerful computer vision applications in concise code with OpenCV 5 and Python 3
Learn the fundamental concepts of image processing, object classification, and 2D and 3D tracking
Train, use, and understand machine learning models, and deploy them...
Get up and running with the basics of geographic information systems (GIS), geospatial analysis, and machine learning on spatial data in Python. This book starts with an introduction to geodata and covers topics such as GIS and common tools, standard formats of geographical data, and an overview of Python tools for geodata. Specifics and difficulties one may encounter when using geographical data are discussed: from coordinate systems and map projections to different geod...
This book bridges the gap between the theory of mathematical finance and the practical applications of these concepts for derivative pricing and portfolio management. The book provides students with a very hands-on, rigorous introduction to foundational topics in quant finance.
Author: Chris Kelliher
Length: 664 pages
Edition: 1
Language: English
Publisher: Chapman & Hall
Publication Date: 2022-05-20
ISBN-10: 1032014431
ISBN-13: 9781032014432
[downlo...
Description:
Over the past two decades, the booming ecommerce and fintech industries have become a breeding ground for fraud. Organizations that conduct business online are constantly engaged in a cat-and-mouse game with these invaders. In this practical book, Gilit Saporta and Shoshana Maraney draw on their experience of fraud fighting to provide best practices, methodologies, and tools to help your organization detect and prevent fraud and other malicious activities. ...
Description：
Test applications, packages, and libraries large and small with pytest, Python’s most powerful testing framework. pytest helps you write tests quickly and keep them readable and maintainable. In this fully revised edition, explore pytest’s superpowers – simple asserts, fixtures, parametrization, markers, and plugins – while creating simple tests and test suites against a small database application. Using a robust yet simple fixture model, it’s just as easy...
Description：
Python for Web
Python definitely tops the charts when it comes to ease of use and beginner-friendly learning curve in the world of programming languages. At the same time, Python is essential when it comes to writing system scripts, processing big data, performing mathematical computations, creating web applications, and rapid prototyping.
With this Mastering edition, we have focused especially on the usage of Python for Web. This book explores Pyt...
Learn the ins and outs of decisions, biases, and reliability of AI algorithms and how to make sense of these predictions. This book explores the so-called black-box models to boost the adaptability, interpretability, and explainability of the decisions made by AI algorithms using frameworks such as Python XAI libraries, TensorFlow 2.0+, Keras, and custom frameworks using Python wrappers.
You’ll begin with an introduction to model explainability and interpretability basi...
Python : Notes For Professionals, is a hands-on book that will help you write efficient, high-quality code with Python. It is an excellent reference book on the advanced use of Python. The author will help you to learn the best techniques to write effective Python code.
In this book, the author encourages you to type the code by hand (no copy-paste) so that you learn how to read and write code, correct your mistakes, and what good programs look like.
It is included wit...
Learn how to speed up slow Python code with concurrent programming and the cutting-edge asyncio library.
Use coroutines and tasks alongside async/await syntax to run code concurrently
Build web APIs and make concurrency web requests with aiohttp
Run thousands of SQL queries concurrently
Create a map-reduce job that can process gigabytes of data concurrently
Use threading with asyncio to mix blocking code with asyncio code
Python is flexible, versatile, ...
Description：
Python has grown into one of the world’s most popular programming languages, with a wealth of reference information available for it. For Python programmers, the richness of modern Python presents new challenges. It can be overwhelming to know where to begin–or even whether you’re coding in a reasonable style. Problems like these are the foundation for Dave Beazley’s new Python Distilled.
Focusing solely on the latest versions of Python (3.5 and highe...
Description:
Python’s simplicity lets you become productive quickly, but often this means you aren’t using everything it has to offer. With the updated edition of this hands-on guide, you’ll learn how to write effective, modern Python 3 code by leveraging its best ideas.
Don’t waste time bending Python to fit patterns you learned in other languages. Discover and apply idiomatic Python 3 features beyond your past experience. Author Luciano Ramalho guides you through...
