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Python is a wonderful programming language that allows writing applications quickly. But how do you make those applications scale for thousands of users and requests? It takes years of practice, research, trial and errors to build experience and knowledge along the way. Simple questions such as "How do I make my code faster?" or "How do I make sure there is no bottleneck?" cost hours to find good answers. Without enough background on the topic, you'll never be sure that any answer you'll come up with will be correct. The Hacker's Guide to Scaling Python will help you solve that by providing guidelines, tips and best practice. Adding a few interviews of experts on the subject, you will learn how you can distribute your Python application so it is able to process thousands of requests.
Python is a wonderful programming language that is being used more and more in a lot of different industries. It is fast, flexible, and comes with batteries included. Most of the books you read about Python teach you the language basics. But once you've learnt them, you are on your own designing your application and discovering best practices. In this book, we'll see how to leverage Python to efficiently tackle your problems and build great Python applications.
A project-based approach to learning Python programming for beginners. Intriguing projects teach you how to tackle challenging problems with code. You've mastered the basics. Now you're ready to explore some of Python's more powerful tools. Real-World Python will show you how. Through a series of hands-on projects, you'll investigate and solve real-world problems using sophisticated computer vision, machine learning, data analysis, and language processing tools. You'll be introduced to important modules like OpenCV, NumPy, Pandas, NLTK, Bokeh, Beautiful Soup, Requests, HoloViews, Tkinter, turtle, matplotlib, and more. You'll create complete, working programs and think through intriguing projects that show you how to: Save shipwrecked sailors with an algorithm designed to prove the existence of God Detect asteroids and comets moving against a starfield Program a sentry gun to shoot your enemies and spare your friends Select landing sites for a Mars probe using real NASA maps Send unbreakable messages based on a book code Survive a zombie outbreak using data science Discover exoplanets and alien megastructures orbiting distant stars Test the hypothesis that we're all living in a computer simulation And more! If you're tired of learning the bare essentials of Python Programming with isolated snippets of code, you'll relish the relevant and geeky fun of Real-World Python!
Hacking with Python: The Ultimate Beginners Guide This book will show you how to use Python, create your own hacking tools, and make the most out of available resources that are made using this programming language. If you do not have experience in programming, don't worry - this book will show guide you through understanding the basic concepts of programming and navigating Python codes. This book will also serve as your guide in understanding common hacking methodologies and in learning how different hackers use them for exploiting vulnerabilities or improving security. You will also be able to create your own hacking scripts using Python, use modules and libraries that are available from third-party sources, and learn how to tweak existing hacking scripts to address your own computing needs. Order your copy now!
2 Manuscripts: - Python Programming Beginner's Guide - Hacking Practical Guide for Beginners Python Programming Beginner's Guide This book contains proven steps and strategies on how to use Python to create programs. It shows you how to follow commands and deliver your desired output. This book also contains useful information regarding what Python is, its syntax as well as its functions. It also contains examples to help you understand the programming language better. Inside this book, you will find everything you need for getting you started, including chapters on: -An introduction to Python -Basic syntax -Operators -Functions -Handling and manipulating files -Directories -And much more... Hacking Practical Guide for Beginners This book contains proven steps and strategies on how to learn the fundamentals of hacking. This eBook will teach you the basic principles of hacking. It will explain the three types of hackers as well as the tools that you can use. It will give you a detailed study plan on how to improve your skills and knowledge in a short period of time. In addition, this book will teach you how to use the Python programming language. An entire chapter is dedicated to penetration testing. That chapter will explain the different parts and requirements of an effective test. Additionally, that material will arm you with specific tools and techniques that you can use in your own "pen tests." The lessons that you'll find in this book rely on an operating system called Kali Linux. Kali is the preferred OS of hackers and penetration testers. This OS contains an extensive collection of hacking tools. With Kali, you won't have to download and install extra programs. You can use it as is. This eBook will also discuss defense-oriented topics such as malware protection. This way, you'll know what to do in case you have to attack a target or thwart a hacker's efforts. It is not limited to theoretical information and contains detailed practical tips, tricks and strategies which you can employ to hack your targets, as well as; -The basics of hacking and the different types of hackers -Detailed study plans for budding hackers -How to improve your skills in a short period of time -How to write your own codes using the Python programming language -How to become a skilled hacker and penetration tester -How to set up a rigged Wi-Fi hotspot -Writing codes and programs using Python -Collect information using certain hacking tools -Protect yourself from other hackers -And a whole lot more... So don't delay. Download Hacking With Python now and start learning the basics to becoming an awesome hacker today.
An indispensable collection of practical tips and real-world advice for tackling common Python problems and taking your code to the next level. Features interviews with high-profile Python developers who share their tips, tricks, best practices, and real-world advice gleaned from years of experience. Sharpen your Python skills as you dive deep into the Python programming language with Serious Python. You'll cover a range of advanced topics like multithreading and memorization, get advice from experts on things like designing APIs and dealing with databases, and learn Python internals to help you gain a deeper understanding of the language itself. Written for developers and experienced programmers, Serious Python brings together over 15 years of Python experience to teach you how to avoid common mistakes, write code more efficiently, and build better programs in less time. As you make your way through the book's extensive tutorials, you'll learn how to start a project and tackle topics like versioning, layouts, coding style, and automated checks. You'll learn how to package your software for distribution, optimize performance, use the right data structures, define functions efficiently, pick the right libraries, build future-proof programs, and optimize your programs down to the bytecode. You'll also learn how to: - Make and use effective decorators and methods, including abstract, static, and class methods - Employ Python for functional programming using generators, pure functions, and functional functions - Extend flake8 to work with the abstract syntax tree (AST) to introduce more sophisticated automatic checks into your programs - Apply dynamic performance analysis to identify bottlenecks in your code - Work with relational databases and effectively manage and stream data with PostgreSQL If you've been looking for a way to take your Python skills from good to great, Serious Python will help you get there. Learn from the experts and get seriously good at Python with Serious Python!
This book will show you how to use Python, create your own hacking tools, and make the most out of available resources that are made using this programming language. If you do not have experience in programming, don't worry - this book will show guide you through understanding the basic concepts of programming and navigating Python codes. This book will also serve as your guide in understanding common hacking methodologies and in learning how different hackers use them for exploiting vulnerabilities or improving security. You will also be able to create your own hacking scripts using Python, use modules and libraries that are available from third-party sources, and learn how to tweak existing hacking scripts to address your own computing needs.
Python is fast becoming the programming language of choice for hackers, reverse engineers, and software testers because it's easy to write quickly, and it has the low-level support and libraries that make hackers happy. But until now, there has been no real manual on how to use Python for a variety of hacking tasks. You had to dig through forum posts and man pages, endlessly tweaking your own code to get everything working. Not anymore. Gray Hat Python explains the concepts behind hacking tools and techniques like debuggers, trojans, fuzzers, and emulators. But author Justin Seitz goes beyond theory, showing you how to harness existing Python-based security tools—and how to build your own when the pre-built ones won't cut it. You'll learn how to: –Automate tedious reversing and security tasks –Design and program your own debugger –Learn how to fuzz Windows drivers and create powerful fuzzers from scratch –Have fun with code and library injection, soft and hard hooking techniques, and other software trickery –Sniff secure traffic out of an encrypted web browser session –Use PyDBG, Immunity Debugger, Sulley, IDAPython, PyEMU, and more The world's best hackers are using Python to do their handiwork. Shouldn't you?
Serverless computing enables developers to concentrate solely on their applications rather than worry about where they've been deployed. With the Ray general-purpose serverless implementation in Python, programmers and data scientists can hide servers, implement stateful applications, support direct communication between tasks, and access hardware accelerators. In this book, experienced software architecture practitioners Holden Karau and Boris Lublinsky show you how to scale existing Python applications and pipelines, allowing you to stay in the Python ecosystem while reducing single points of failure and manual scheduling. Scaling Python with Ray is ideal for software architects and developers eager to explore successful case studies and learn more about decision and measurement effectiveness. If your data processing or server application has grown beyond what a single computer can handle, this book is for you. You'll explore distributed processing (the pure Python implementation of serverless) and learn how to: Implement stateful applications with Ray actors Build workflow management in Ray Use Ray as a unified system for batch and stream processing Apply advanced data processing with Ray Build microservices with Ray Implement reliable Ray applications
Python machine learning: a guide for beginners This book contains: Machine learning: a guide for beginners Python: A Complete Step By Step Beginners Guide To Programming With Python The main topics: -What does Machine Learning mean -Machine Learning And Artificial Intelligence -Some of the branches of Artificial Intelligence -Decision trees in relation to Machine Learning -What Python is and how to get started with it -What input and output mean in Python T-he way that Python evolved throughout time After reading this book, you will be able to write simple codes using Python. You will also know the direction that you should go after you have surpassed the beginner level of Python