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Regular expressions are used by many text editors, utilities, and programming languages to search and manipulate text based on patterns. They are considered the Swiss army knife of text processing. Powerful search, replacement, extraction and validation of strings, repetitive and complex tasks are reduced to a simple pattern using regular expressions.Mastering Python Regular Expressions will teach you about Regular Expressions, starting from the basics, irrespective of the language being used, and then it will show you how to use them in Python. You will learn the finer details of what Python supports and how to do it, and the differences between Python 2.x and Python 3.x.The book starts with a general review of the theory behind the regular expressions to follow with an overview of the Python regex module implementation, and then moves on to advanced topics like grouping, looking around, and performance.You will explore how to leverage Regular Expressions in Python, some advanced aspects of Regular Expressions and also how to measure and improve their performance. You will get a better understanding of the working of alternators and quantifiers. Also, you will comprehend the importance of grouping before finally moving on to performance optimization techniques like the RegexBuddy Tool and Backtracking.Mastering Python Regular Expressions provides all the information essential for a better understanding of Regular Expressions in Python.
Blender is a free, open source 3D software that allows you to create stunning visual graphics, animation, VFX, and much more!This book is an in-depth guide to creating realistic and eye-catching simulations, understanding the various settings and options around their creation, and learning how to troubleshoot solutions to your own Blender problems. In addition, this book can also be used to simulate the behavior of certain physics effects, such as fire, fluid, soft bodies, and rigid bodies.You’ll learn how to use Mantaflow, an open source framework within Blender software, to create fire, smoke, and fluid simulations. As you progress, you’ll understand how to easily produce satisfying rigid and soft body simulations, along with cloth simulations. Finally, you’ll use Dynamic Paint, Blender’s modifier, and the physics system to create eye-catching animations.By the end of this Blender book, you’ll have created a number of animations on your own, such as a campfire, waterfalls, and explosions. You’ll also have gained a deeper understanding of all the simulation options in Blender, which you can use to create portfolio-ready animations.
Data cleaning is the all-important first step to successful data science, data analysis, and machine learning. If you work with any kind of data, this book is your go-to resource, arming you with the insights and heuristics experienced data scientists had to learn the hard way.In a light-hearted and engaging exploration of different tools, techniques, and datasets real and fictitious, Python veteran David Mertz teaches you the ins and outs of data preparation and the essential questions you should be asking of every piece of data you work with.Using a mixture of Python, R, and common command-line tools, Cleaning Data for Effective Data Science follows the data cleaning pipeline from start to end, focusing on helping you understand the principles underlying each step of the process. You'll look at data ingestion of a vast range of tabular, hierarchical, and other data formats, impute missing values, detect unreliable data and statistical anomalies, and generate synthetic features. The long-form exercises at the end of each chapter let you get hands-on with the skills you've acquired along the way, also providing a valuable resource for academic courses.
With its extensive set of tools and features for improving productivity and collaboration, Microsoft 365 is being widely adopted by organizations worldwide. This book will help not only developers but also business people and those working with information to discover tips and tricks for making the most of the apps in the Microsoft 365 suite.The Microsoft 365 Fundamentals Guide is a compendium of best practices and tips to leverage M365 apps for effective collaboration and productivity. You'll find all that you need to work efficiently with the apps in the Microsoft 365 family in this complete, quick-start guide that takes you through the Microsoft 365 apps that you can use for your everyday activities. You'll learn how to boost your personal productivity with Microsoft Delve, MyAnalytics, Outlook, and OneNote. To enhance your communication and collaboration with teams, this book shows you how to make the best use of Microsoft OneDrive, Whiteboard, SharePoint, and Microsoft Teams. You'll also be able to be on top of your tasks and your team's activities, automating routines, forms, and apps with Microsoft Planner, To-Do, Power Automate, Power Apps, and Microsoft Forms.By the end of this book, you'll have understood the purpose of each Microsoft 365 app, when and how to use it, and learned tips and tricks to achieve more with M365.
Let's face it, people like images that move. Whether you see images on a moving billboard, walk into a bank with an LCD screen, watch TV, or surf the Web, motion graphics are everywhere. With an even greater demand to integrate motion graphics in just about every type of video or interactive content there is, this book will help you get there with Motion 5. It's all about creating eye-catching titles, transitions, and effects!Apple Motion 5 Cookbook contains exercises for the beginner and seasoned motion graphics user. You will learn how to navigate Motion's interface and quickly grasp the tools available to you while creating sophisticated and sleek animations in both 2D and 3D environments. Not forgetting visual effects, we will also explore motion tracking and green screen techniques that will help you composite like a pro. Let's launch the application, grab a cup of coffee, and get started on this exciting journey!The exercises will take you right from creating your very first Motion project through to export. You will learn how to navigate quickly and efficiently through Motion's complex interface and toolsets so that you can focus oncreating your masterpiece!You will learn how to create a new project and import material into that project from the File Browser and Motion's vast and rich content library. From there, you will learn to manipulate and animate these source files using Motion's behaviors, classic keyframing techniques, adding filters, and master the built-in tools such as particle systems that will knock your socks off! Last but not least, you will export your projects to a variety of different formats including DVD, as a Final Cut Pro generator, and the Web.The Apple Motion 5 Cookbook contains downloadable content for each chapter and is packed with screenshots and illustrations. After reading this book, you'll be creating motion graphics and visual effects in no time!
Downloading a piece of 3D software and shaping concepts and ideas is quite easy. However, designing feasible and cost-effective real parts from 3D models can be challenging with traditional production technologies, or even additive manufacturing. This book will give you the know-how and skills to develop your projects from ideas to physical products, and overcome these obstacles.In ‘Making Your CAM Journey Easier with Fusion 360’, you'll discover how to set up a CAM program, pick the right tool, and optimize production. You'll learn the pros and cons of different production technologies, including turning, milling, laser cutting, and 3D printing, and understand how to choose the best option based on your needs. You’ll also explore the important computer-aided manufacturing tools that Fusion 360 offers through the use of examples and best practices.By the end of this book, you’ll understand the potential issues and drawbacks of different design components and apply workarounds to avoid design flaws.