Python For Geeks

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Python For Geeks

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Author : Muhammad Asif
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-10-20

Python For Geeks written by Muhammad Asif and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-20 with Computers categories.

Take your Python skills to the next level to develop scalable, real-world applications for local as well as cloud deployment Key FeaturesAll code examples have been tested with Python 3.7 and Python 3.8 and are expected to work with any future 3.x releaseLearn how to build modular and object-oriented applications in PythonDiscover how to use advanced Python techniques for the cloud and clustersBook Description Python is a multipurpose language that can be used for multiple use cases. Python for Geeks will teach you how to advance in your career with the help of expert tips and tricks. You'll start by exploring the different ways of using Python optimally, both from the design and implementation point of view. Next, you'll understand the life cycle of a large-scale Python project. As you advance, you'll focus on different ways of creating an elegant design by modularizing a Python project and learn best practices and design patterns for using Python. You'll also discover how to scale out Python beyond a single thread and how to implement multiprocessing and multithreading in Python. In addition to this, you'll understand how you can not only use Python to deploy on a single machine but also use clusters in private as well as in public cloud computing environments. You'll then explore data processing techniques, focus on reusable, scalable data pipelines, and learn how to use these advanced techniques for network automation, serverless functions, and machine learning. Finally, you'll focus on strategizing web development design using the techniques and best practices covered in the book. By the end of this Python book, you'll be able to do some serious Python programming for large-scale complex projects. What you will learnUnderstand how to design and manage complex Python projectsStrategize test-driven development (TDD) in PythonExplore multithreading and multiprogramming in PythonUse Python for data processing with Apache Spark and Google Cloud Platform (GCP)Deploy serverless programs on public clouds such as GCPUse Python to build web applications and application programming interfacesApply Python for network automation and serverless functionsGet to grips with Python for data analysis and machine learningWho this book is for This book is for intermediate-level Python developers in any field who are looking to build their skills to develop and manage large-scale complex projects. Developers who want to create reusable modules and Python libraries and cloud developers building applications for cloud deployment will also find this book useful. Prior experience with Python will help you get the most out of this book.

Advanced Python Programming

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Author : Quan Nguyen
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-03-25

Advanced Python Programming written by Quan Nguyen and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-25 with Computers categories.

Write fast, robust, and highly reusable applications using Python's internal optimization, state-of-the-art performance-benchmarking tools, and cutting-edge libraries Key FeaturesBenchmark, profile, and accelerate Python programs using optimization toolsScale applications to multiple processors with concurrent programmingMake applications robust and reusable using effective design patternsBook Description Python's powerful capabilities for implementing robust and efficient programs make it one of the most sought-after programming languages. In this book, you'll explore the tools that allow you to improve performance and take your Python programs to the next level. This book starts by examining the built-in as well as external libraries that streamline tasks in the development cycle, such as benchmarking, profiling, and optimizing. You'll then get to grips with using specialized tools such as dedicated libraries and compilers to increase your performance at number-crunching tasks, including training machine learning models. The book covers concurrency, a major solution to making programs more efficient and scalable, and various concurrent programming techniques such as multithreading, multiprocessing, and asynchronous programming. You'll also understand the common problems that cause undesirable behavior in concurrent programs. Finally, you'll work with a wide range of design patterns, including creational, structural, and behavioral patterns that enable you to tackle complex design and architecture challenges, making your programs more robust and maintainable. By the end of the book, you'll be exposed to a wide range of advanced functionalities in Python and be equipped with the practical knowledge needed to apply them to your use cases. What you will learnWrite efficient numerical code with NumPy, pandas, and XarrayUse Cython and Numba to achieve native performanceFind bottlenecks in your Python code using profilersOptimize your machine learning models with JAXImplement multithreaded, multiprocessing, and asynchronous programsSolve common problems in concurrent programming, such as deadlocksTackle architecture challenges with design patternsWho this book is for This book is for intermediate to experienced Python programmers who are looking to scale up their applications in a systematic and robust manner. Programmers from a range of backgrounds will find this book useful, including software engineers, scientific programmers, and software architects.

Machine Learning And Deep Learning Using Python And Tensorflow

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Author : Venkata Reddy Konasani
language : en
Publisher: McGraw Hill Professional
Release Date : 2021-04-29

Machine Learning And Deep Learning Using Python And Tensorflow written by Venkata Reddy Konasani and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-29 with Technology & Engineering categories.

Understand the principles and practices of machine learning and deep learning This hands-on guide lays out machine learning and deep learning techniques and technologies in a style that is approachable, using just the basic math required. Written by a pair of experts in the field, Machine Learning and Deep Learning Using Python and TensorFlow contains case studies in several industries, including banking, insurance, e-commerce, retail, and healthcare. The book shows how to utilize machine learning and deep learning functions in today’s smart devices and apps. You will get download links for datasets, code, and sample projects referred to in the text. Coverage includes: Machine learning and deep learning concepts Python programming and statistics fundamentals Regression and logistic regression Decision trees Model selection and cross-validation Cluster analysis Random forests and boosting Artificial neural networks TensorFlow and Keras Deep learning hyperparameters Convolutional neural networks Recurrent neural networks and long short-term memory

Mac Os X Tiger For Unix Geeks

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Author : Brian Jepson
language : en
Publisher: O'Reilly Media, Inc.
Release Date : 2005-06

Mac Os X Tiger For Unix Geeks written by Brian Jepson and has been published by O'Reilly Media, Inc. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-06 with Computers categories.

This is the book for Mac command-line fans. Completely revised and updated to cover Mac OS X Tiger, this new edition helps readers quickly and painlessly get acclimated with Tiger's familiar-yet foreign-Unix environment. If you're a Unix geek with an interest in Mac OS X, you'll find this clear, concise book of help.

Promoting Computer Literacy Through Programming Python

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Author : John Alexander Miller
language : en
Publisher:
Release Date : 2004

Promoting Computer Literacy Through Programming Python written by John Alexander Miller and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with categories.

Geekspeak

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Author : Graham Tattersall
language : en
Publisher: Harper Collins
Release Date : 2011-03-01

Geekspeak written by Graham Tattersall and has been published by Harper Collins this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-01 with History categories.

How big is your vocabulary? How heavy is your house? Do the dead outnumber the living? What are the best words to use in a personal ad? We humans are a curious species, prone to think, ruminate, reflect, cogitate, mull over, and philosophize. We long to explain away the world around us, to answer all those seeming unanswerables: Why are we here? Is there a God? Is there life after death? And, above all, how many houseflies does it take to pull a car? A confirmed and superior geek, Dr. Graham Tattersall has rescued math from the prison of the classroom and put it to use in novel and unexpected ways to explain some oft-pondered mysteries of the world. Geekspeak is an essential tool that will help you exercise your brain and solve the unsolvable, make you sound intelligent so you can impress your friends, and enable you to better understand the fascinating world in which we live in ways never possible before. Math has a new champion, and the geeks a new king.

Geek Monthly

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Author :
language : en
Publisher:
Release Date : 2008-03

Geek Monthly written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-03 with Entertainment computing categories.

New York

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Author :
language : en
Publisher:
Release Date : 2007

New York written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with New York (N.Y.) categories.

The Da Vinci Code Adventure

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Author : Mike Gunn
language : en
Publisher:
Release Date : 2006

The Da Vinci Code Adventure written by Mike Gunn and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Literary Criticism categories.

Let author and pastor Mike Gunn be the guide through both "The Da Vinci Code" itself and the dizzying maze of Scripture, contemporary scholarship, philosophy, historical documents, Church tradition, and faith-oriented films that tell the rest of this intriguing story.

Linux Journal

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Author :
language : en
Publisher:
Release Date : 2003

Linux Journal written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Linux categories.