The Data Visualization Workshop: A self-paced, practical approach to transforming your complex data into compelling, captivating graphics
bExplore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshop/b h4Key Features/h4 ulliDiscover the essential tools and methods of data visualization/li liLearn to use standard Python plotting l...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham
Packt Publishing Limited
2020
|
| Ausgabe: | 1 |
| Schlagworte: | |
| Online-Zugang: | UER01 |
| Zusammenfassung: | bExplore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshop/b h4Key Features/h4 ulliDiscover the essential tools and methods of data visualization/li liLearn to use standard Python plotting libraries such as Matplotlib and Seaborn/li liGain insights into the visualization techniques of big companies/li/ul h4Book Description/h4 Do 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. h4What you will learn/h4 ulliUnderstand the importance of data visualization in data science/li liImplement NumPy and pandas operations on real-life datasets/li liCreate captivating data visualizations using plotting libraries/li liUse advanced techniques to plot geospatial data on a map/li liIntegrate interactive visualizations to a webpage/li liVisualize stock prices with Bokeh and analyze Airbnb data with Matplotlib/li/ul h4Who this book is for/h4 The 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 |
| Beschreibung: | 1 Online-Ressource (536 Seiten) |
| ISBN: | 9781800568112 |
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| 520 | |a bExplore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshop/b h4Key Features/h4 ulliDiscover the essential tools and methods of data visualization/li liLearn to use standard Python plotting libraries such as Matplotlib and Seaborn/li liGain insights into the visualization techniques of big companies/li/ul h4Book Description/h4 Do 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. | ||
| 520 | |a 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. | ||
| 520 | |a h4What you will learn/h4 ulliUnderstand the importance of data visualization in data science/li liImplement NumPy and pandas operations on real-life datasets/li liCreate captivating data visualizations using plotting libraries/li liUse advanced techniques to plot geospatial data on a map/li liIntegrate interactive visualizations to a webpage/li liVisualize stock prices with Bokeh and analyze Airbnb data with Matplotlib/li/ul h4Who this book is for/h4 The 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 | ||
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| spelling | Dobler, Mario Verfasser aut The Data Visualization Workshop A self-paced, practical approach to transforming your complex data into compelling, captivating graphics Dobler, Mario 1 Birmingham Packt Publishing Limited 2020 1 Online-Ressource (536 Seiten) txt rdacontent c rdamedia cr rdacarrier bExplore a modern approach to visualizing data with Python and transform large real-world datasets into expressive visual graphics using this beginner-friendly workshop/b h4Key Features/h4 ulliDiscover the essential tools and methods of data visualization/li liLearn to use standard Python plotting libraries such as Matplotlib and Seaborn/li liGain insights into the visualization techniques of big companies/li/ul h4Book Description/h4 Do 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. h4What you will learn/h4 ulliUnderstand the importance of data visualization in data science/li liImplement NumPy and pandas operations on real-life datasets/li liCreate captivating data visualizations using plotting libraries/li liUse advanced techniques to plot geospatial data on a map/li liIntegrate interactive visualizations to a webpage/li liVisualize stock prices with Bokeh and analyze Airbnb data with Matplotlib/li/ul h4Who this book is for/h4 The 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 COMPUTERS / Data Visualization COMPUTERS / Data Processing Gromann, Tim Sonstige oth |
| spellingShingle | Dobler, Mario The Data Visualization Workshop A self-paced, practical approach to transforming your complex data into compelling, captivating graphics COMPUTERS / Data Visualization COMPUTERS / Data Processing |
| title | The Data Visualization Workshop A self-paced, practical approach to transforming your complex data into compelling, captivating graphics |
| title_auth | The Data Visualization Workshop A self-paced, practical approach to transforming your complex data into compelling, captivating graphics |
| title_exact_search | The Data Visualization Workshop A self-paced, practical approach to transforming your complex data into compelling, captivating graphics |
| title_exact_search_txtP | The Data Visualization Workshop A self-paced, practical approach to transforming your complex data into compelling, captivating graphics |
| title_full | The Data Visualization Workshop A self-paced, practical approach to transforming your complex data into compelling, captivating graphics Dobler, Mario |
| title_fullStr | The Data Visualization Workshop A self-paced, practical approach to transforming your complex data into compelling, captivating graphics Dobler, Mario |
| title_full_unstemmed | The Data Visualization Workshop A self-paced, practical approach to transforming your complex data into compelling, captivating graphics Dobler, Mario |
| title_short | The Data Visualization Workshop |
| title_sort | the data visualization workshop a self paced practical approach to transforming your complex data into compelling captivating graphics |
| title_sub | A self-paced, practical approach to transforming your complex data into compelling, captivating graphics |
| topic | COMPUTERS / Data Visualization COMPUTERS / Data Processing |
| topic_facet | COMPUTERS / Data Visualization COMPUTERS / Data Processing |
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