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Numerical Computing with Python
Understand, explore, and effectively present data using the powerful data visualization techniques of Python Key FeaturesUse the power of Pandas and Matplotlib to easily solve data mining issuesUnderstand the basics of statistics to build powerful predictive data modelsGrasp data mining concepts with helpful use-cases and examplesBook Description Data mining, or parsing the data to extract useful insights, is a niche skill that can transform your career as a data scientist Python is a flexible programming language that is equipped with a strong suite of libraries and toolkits, and gives you the perfect platform to sift through your data and mine the insights you seek. This Learning Path is d...
Matplotlib for Python Developers
Leverage the power of Matplotlib to visualize and understand your data more effectively Key Features Perform effective data visualization with Matplotlib and get actionable insights from your data Design attractive graphs, charts, and 2D plots, and deploy them to the web Get the most out of Matplotlib in this practical guide with updated code and examples Book Description Python is a general-purpose programming language increasingly being used for data analysis and visualization. Matplotlib is a popular data visualization package in Python used to design effective plots and graphs. This is a practical, hands-on resource to help you visualize data with Python using the Matplotlib library. Mat...
Matplotlib 2.x By Example
Unlock deeper insights into visualization in form of 2D and 3D graphs using Matplotlib 2.x About This Book Create and customize live graphs, by adding style, color, font to make appealing graphs. A complete guide with insightful use cases and examples to perform data visualizations with Matplotlib's extensive toolkits. Create timestamp data visualizations on 2D and 3D graphs in form of plots, histogram, bar charts, scatterplots and more. Who This Book Is For This book is for anyone interested in data visualization, to get insights from big data with Python and Matplotlib 2.x. With this book you will be able to extend your knowledge and learn how to use python code in order to visualize your ...
Understanding restorative justice
This unique book is a clear and detailed introduction that analyses how restorative justice nurtures empathy, exploring key themes such as responsibility, shame, forgiveness and closure. The core notion of the book is that when a crime is committed, it separates people, creating a ‘gap’. This can only be reduced or closed through information and insight about the other person, which have the potential to elicit empathy and compassion from both sides. The book explores this extraordinary journey from harm to healing using the structure of a timeline: from an offence, through the criminal justice process and into the heart of the restorative meeting. Using case studies, the book offers a fresh angle on a topic that is of growing interest both in the UK and internationally. It is ideal as a comprehensive introduction for those new to restorative justice and as a best practice guide for existing practitioners.
Constitutional Coup
Americans hate bureaucracy—though they love the services it provides—and demand that government run like a business. Hence today’s privatization revolution. Jon Michaels shows how the fusion of politics and profits commercializes government and consolidates state power in ways the Constitution’s framers endeavored to disaggregate.
No More Excuses
Soon after the sexual misconduct allegations against film producer Harvey Weinstein became public in late 2017, the #MeToo movement went viral, opening up an explosive conversation about rape culture around the globe. In the US, someone is sexually assaulted every 98 seconds. More than 320,000 Americans over the age of twelve are sexually assaulted each year. Men are victims too. One in thirty-three American men will be sexually assaulted or raped in his lifetime. Yet only 3 percentof rapists ever serve time in jail. Learn about the patriarchal constructs that support rape culture and how to dismantle them: redefining healthy manhood and sexuality, believing victims, improving social and legal systems and workplace environments, evaluating media with a critical eye, and standing up to speak out. Case studies provide a well-rounded view of real people on all sides of the issues.
Innocent Bones
Some crimes are ordinary (e.g. robberies, assaults, embezzlement, and the like). And then there are crimes so horrific that they almost defy description. Innocent Bones relates two such crimes. Both involve perps who plan and execute with precision and patience. Both involve multiple victims who intrigued the killer for one specific reason, although the perp's motivations could not be more different in the two cases. Both involve an intelligent, moral, hardworking family man who serves his city as a rising and ultimately distinguished detective. You may read Innocent Bones in one sitting. It's that hard to put down.
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International Cases in Sustainable Travel & Tourism
An international range of outstanding new cases focused on sustainable tourism management and development, including award winners and finalists from the WTTC Tourism for Tourism Awards they are written by local scholars who are experts in sustainable tourism.
