The Data Visualization Workshop: A self-paced, practical approach to transformin

The Nile on eBay   The Data Visualization Workshop by Tim Großmann, Mario Döbler

The Data Visualization Workshop will help you get started with data visualization, giving you the confidence to choose the best visualization technique to suit your needs. Fun activities and exercises featured throughout the book will keep you engaged as you build interactive visualizations with real data.

FORMATPaperback LANGUAGEEnglish CONDITIONBrand New Publisher Description

Explore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshopKey FeaturesDiscover the essential tools and methods of data visualizationLearn to use standard Python plotting libraries such as Matplotlib and SeabornGain insights into the visualization techniques of big companiesBook DescriptionDo you want to transform data into captivating images? Do you want to make it easy for your audience to process and understand the patterns, trends, and relationships hidden within your data?The Data Visualization Workshop will guide you through the world of data visualization and help you to unlock simple secrets for transforming data into meaningful visuals with the help of exciting exercises and activities.Starting with an introduction to data visualization, this book shows you how to first prepare raw data for visualization using NumPy and pandas operations. As you progress, you'll use plotting techniques, such as comparison and distribution, to identify relationships and similarities between datasets. You'll then work through practical exercises to simplify the process of creating visualizations using Python plotting libraries such as Matplotlib and Seaborn. If you've ever wondered how popular companies like Uber and Airbnb use geoplotlib for geographical visualizations, this book has got you covered, helping you analyze and understand the process effectively. Finally, you'll use the Bokeh library to create dynamic visualizations that can be integrated into any web page.By the end of this workshop, you'll have learned how to present engaging mission-critical insights by creating impactful visualizations with real-world data.What you will learnUnderstand the importance of data visualization in data scienceImplement NumPy and pandas operations on real-life datasetsCreate captivating data visualizations using plotting librariesUse advanced techniques to plot geospatial data on a mapIntegrate interactive visualizations to a webpageVisualize stock prices with Bokeh and analyze Airbnb data with MatplotlibWho this book is forThe Data Visualization Workshop is for beginners who want to learn data visualization, as well as developers and data scientists who are looking to enrich their practical data science skills. Prior knowledge of data analytics, data science, and visualization is not mandatory. Knowledge of Python basics and high-school-level math will help you grasp the concepts covered in this data visualization book more quickly and effectively.

Author Biography

Mario Dobler is a Ph.D. student with a focus on deep learning at the University of Stuttgart. He previously interned at the Bosch Center for artificial intelligence in the Silicon Valley in the field of deep learning. He used state-of-the-art algorithms to develop cutting-edge products. In his master thesis, he dedicated himself to applying deep learning to medical data to drive medical applications.Tim Großmann is a computer scientist with interest in diverse topics, ranging from AI and IoT to Security. He previously worked in the field of big data engineering at the Bosch Center for Artificial Intelligence in Silicon Valley. In addition to that, he worked on an Eclipse project for IoT device abstractions in Singapore. He's highly involved in several open-source projects and actively speaks at tech meetups and conferences about his projects and experiences.

Table of Contents

Table of ContentsThe Importance of Data Visualization and Data ExplorationAll You Need to Know about PlotsA Deep Dive into MatplotlibSimplifying Visualizations Using SeabornPlotting Geospatial DataMaking Things Interactive with BokehCombining What We Have Learned

Details ISBN1800568843 Pages 536 Publisher Packt Publishing Limited Year 2020 ISBN-10 1800568843 ISBN-13 9781800568846 Short Title The Data Visualization Workshop Language English Format Paperback Imprint Packt Publishing Limited Place of Publication Birmingham Country of Publication United Kingdom AU Release Date 2020-07-27 NZ Release Date 2020-07-27 UK Release Date 2020-07-27 Author Mario Döbler Publication Date 2020-07-27 Subtitle A self-paced, practical approach to transforming your complex data into compelling, captivating graphics DEWEY 006.76 Audience Professional & Vocational We've got this

At The Nile, if you're looking for it, we've got it.With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love!

TheNile_Item_ID:129132294;