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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...
Description：
Are you interested in learning programming and don’t know which language to learn? Or maybe you have heard of Python as a programming language and you hesitated in learning this particular language? Are you a total beginner with absolutely no background or any skill in programming? Do you want to learn and master some programming skills?
This book is designed specifically for total beginners not only in Python but also beginners with programming skill...
Description:
An accessible, visual, and creative approach to teaching core coding concepts using Python’s Processing.py, an open-source graphical development environment.
This beginners book introduces non-programmers to the fundamentals of computer coding within a visual, arts-focused context. Tristan Bunn’s remarkably effective teaching approach is designed to help you visualize core programming concepts while you make cool pictures, animations, and simulations...
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Pandas has rapidly become one of Python’s most popular data analysis libraries. With pandas you can efficiently sort, analyze, filter and munge almost any type of data. Pandas in Action shows you how to master this versatile tool and take the next steps in your data science career.
Pandas has rapidly become one of Python’s most popular data analysis libraries. With pandas you can efficiently sort, analyze, filter and munge almost any type of data. Pan...
Description：
While Excel remains ubiquitous in the business world, recent Microsoft feedback forums are full of requests to include Python as an Excel scripting language-in fact, it’s the top feature requested. What makes this combination so compelling? In this hands-on guide, Felix Zumstein- creator of xlwings, a popular open source package that allows the automation of Excel with Python-shows experienced Excel users how to integrate these two worlds efficiently.
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Turning text into valuable information is essential for businesses looking to gain a competitive advantage. With recent improvements in natural language processing (NLP), users now have many options for solving complex challenges. But it’s not always clear which NLP tools or libraries would work for a business’s needs, or which techniques you should use and in what order.
This practical book provides data scientists and developers with blueprints for ...
Book Description：
A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code.
With its emphasis on project-based practice, Real World Python will take you from playing with syntax to writing complete programs in no time. You'll conduct experiments, explore statistical concepts, and solve novel problems that have frustrated geniuses throughout history, like detecting distant ...
