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Learn Enough Python to Be Dangerous
All You Need to Know, and Nothing You Don't, to Solve Real Problems with Python Python is the dominant programming language for data science and an ideal first programming language for web development and many other uses. You should learn Python, but you don't need to learn "everything" to get started, just how to use it efficiently to solve real problems. In Learn Enough Python to Be Dangerous, renowned instructor Michael Hartl teaches the specific concepts, skills, and approaches you need to be professionally productive. Even if you've never programmed before, Hartl helps you quickly build technical sophistication and master the lore you need to succeed. Hartl introduces Python both as a general-purpose language and as a specialist tool for web development and data science, presenting focused examples and exercises that help you internalize what matters, without wasting time on details pros don't care about. Soon, it'll be like you were born knowing this stuff--and you'll be suddenly, seriously dangerous. Learn enough about . . . Applying core Python concepts with the interactive interpreter and command lineWriting object-oriented code with Python's native objectsDeveloping and publishing self-contained Python packagesUsing elegant, powerful functional programming techniquesBuilding new objects, and extending them via Test-Driven Development (TDD)Leveraging Python's exceptional shell scripting capabilitiesCreating and deploying a full web app, using routes, layouts, embedded Python, and formsGetting started with data science tools for calculation, visualization, analysis, and machine learningMastering concrete and informal skills every developer needs Like this book? Don't miss Michael Hartl's companion video tutorial, Learn Enough Python to Be Dangerous LiveLessons. Michael Hartl's Learn Enough Series includes books and video courses that focus on the most important parts of each subject, so you don't have to learn everything to get started--you just have to learn enough to be dangerous and solve technical problems yourself.
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Learning Python for Forensics
Learn the art of designing, developing, and deploying innovative forensic solutions through PythonAbout This Book• This practical guide will help you solve forensic dilemmas through the development of Python scripts• Analyze Python scripts to extract metadata and investigate forensic artifacts• Master the skills of parsing complex data structures by taking advantage of Python librariesWho This Book Is ForIf you are a forensics student, hobbyist, or professional that is seeking to increase your understanding in forensics through the use of a programming language, then this book is for you.You are not required to have previous experience in programming to learn and master the content within this book. This material, created by forensic professionals, was written with a unique perspective and understanding of examiners who wish to learn programmingWhat You Will Learn• Discover how to perform Python script development• Update yourself by learning the best practices in forensic programming• Build scripts through an iterative design• Explore the rapid development of specialized scripts• Understand how to leverage forensic libraries developed by the community• Design flexibly to accommodate present and future hurdles• Conduct effective and efficient investigations through programmatic pre-analysis• Discover how to transform raw data into customized reports and visualizationsIn DetailThis book will illustrate how and why you should learn Python to strengthen your analysis skills and efficiency as you creatively solve real-world problems through instruction-based tutorials. The tutorials use an interactive design, giving you experience of the development process so you gain a better understanding of what it means to be a forensic developer.Each chapter walks you through a forensic artifact and one or more methods to analyze the evidence. It also provides reasons why one method may be advantageous over another. We cover common digital forensics and incident response scenarios, with scripts that can be used to tackle case work in the field. Using built-in and community-sourced libraries, you will improve your problem solving skills with the addition of the Python scripting language. In addition, we provide resources for further exploration of each script so you can understand what further purposes Python can serve. With this knowledge, you can rapidly develop and deploy solutions to identify critical information and fine-tune your skill set as an examiner.Style and approachThe book begins by instructing you on the basics of Python, followed by chapters that include scripts targeted for forensic casework. Each script is described step by step at an introductory level, providing gradual growth to demonstrate the available functionalities of Python.
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