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Beschreibung
"An introduction to building interactive data visualization apps in Python, known as dashboards. Covers how to build a Twitter analysis visualizer, an app that compares global data, an app that predicts the effectivity of variable investment portfolios, and a dashboard for visualizing machine learning algorithms"--
"An introduction to building interactive data visualization apps in Python, known as dashboards. Covers how to build a Twitter analysis visualizer, an app that compares global data, an app that predicts the effectivity of variable investment portfolios, and a dashboard for visualizing machine learning algorithms"--
Über den Autor
Adam Schroeder has been teaching Plotly Dash for over two years on YouTube as [...] His videos have over 60 thousand views per month. Adam is passionate about helping people learn data visualization. He has an M.A. in Government and Conflict Resolution and currently works at Plotly.
Christian Mayer has a PhD in computer science and is the founder of the popular Python site [...], an educational platform that helps more than 3 million people a year learn to code. He has published a number of books, including the Coffee Break Python series, and is the author of Python One-Liners (No Starch Press, 2020).
Ann Marie Ward is a Dash contributor and a moderator on the Dash community forum. Ann Marie has a BA in Economics and is a retired CEO. She discovered Dash when searching for a better way to analyze financial data and was so amazed by what's possible to create with Dash that she started to learn Python, JavaScript and R. Her contributions to Dash include improving documentation, fixing bugs, and adding features.
Christian Mayer has a PhD in computer science and is the founder of the popular Python site [...], an educational platform that helps more than 3 million people a year learn to code. He has published a number of books, including the Coffee Break Python series, and is the author of Python One-Liners (No Starch Press, 2020).
Ann Marie Ward is a Dash contributor and a moderator on the Dash community forum. Ann Marie has a BA in Economics and is a retired CEO. She discovered Dash when searching for a better way to analyze financial data and was so amazed by what's possible to create with Dash that she started to learn Python, JavaScript and R. Her contributions to Dash include improving documentation, fixing bugs, and adding features.
Inhaltsverzeichnis
Acknowledgments
Introduction
PART I: CRASH COURSES
Chapter 1: Python Refresher
Chapter 2: PyCharm Tutorial
Chapter 3: Pandas Crash Course
PART II: BUILDING APPLICATIONS
Chapter 4: First Dash App
Chapter 5: Global Data Analysis: Advanced Layouts and Graphs
Chapter 6: Investment Portfolio: Building Larger Apps
Chapter 7: Exploring Machine Learning
Chapter 8: Tips and Tricks
Appendix: Python Basics
Index
Introduction
PART I: CRASH COURSES
Chapter 1: Python Refresher
Chapter 2: PyCharm Tutorial
Chapter 3: Pandas Crash Course
PART II: BUILDING APPLICATIONS
Chapter 4: First Dash App
Chapter 5: Global Data Analysis: Advanced Layouts and Graphs
Chapter 6: Investment Portfolio: Building Larger Apps
Chapter 7: Exploring Machine Learning
Chapter 8: Tips and Tricks
Appendix: Python Basics
Index
Details
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Programmiersprachen |
Genre: | Importe, Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: | Einband - flex.(Paperback) |
ISBN-13: | 9781718502222 |
ISBN-10: | 1718502222 |
Sprache: | Englisch |
Einband: | Kartoniert / Broschiert |
Autor: |
Schroeder, Adam
Mayer, Christian Ward, Ann Marie |
Hersteller: |
Random House LLC US
No Starch Press |
Verantwortliche Person für die EU: | Springer Fachmedien Wiesbaden GmbH, Postfach:15 46, D-65189 Wiesbaden, info@bod.de |
Maße: | 225 x 175 x 17 mm |
Von/Mit: | Adam Schroeder (u. a.) |
Erscheinungsdatum: | 24.10.2022 |
Gewicht: | 0,432 kg |
Über den Autor
Adam Schroeder has been teaching Plotly Dash for over two years on YouTube as [...] His videos have over 60 thousand views per month. Adam is passionate about helping people learn data visualization. He has an M.A. in Government and Conflict Resolution and currently works at Plotly.
Christian Mayer has a PhD in computer science and is the founder of the popular Python site [...], an educational platform that helps more than 3 million people a year learn to code. He has published a number of books, including the Coffee Break Python series, and is the author of Python One-Liners (No Starch Press, 2020).
Ann Marie Ward is a Dash contributor and a moderator on the Dash community forum. Ann Marie has a BA in Economics and is a retired CEO. She discovered Dash when searching for a better way to analyze financial data and was so amazed by what's possible to create with Dash that she started to learn Python, JavaScript and R. Her contributions to Dash include improving documentation, fixing bugs, and adding features.
Christian Mayer has a PhD in computer science and is the founder of the popular Python site [...], an educational platform that helps more than 3 million people a year learn to code. He has published a number of books, including the Coffee Break Python series, and is the author of Python One-Liners (No Starch Press, 2020).
Ann Marie Ward is a Dash contributor and a moderator on the Dash community forum. Ann Marie has a BA in Economics and is a retired CEO. She discovered Dash when searching for a better way to analyze financial data and was so amazed by what's possible to create with Dash that she started to learn Python, JavaScript and R. Her contributions to Dash include improving documentation, fixing bugs, and adding features.
Inhaltsverzeichnis
Acknowledgments
Introduction
PART I: CRASH COURSES
Chapter 1: Python Refresher
Chapter 2: PyCharm Tutorial
Chapter 3: Pandas Crash Course
PART II: BUILDING APPLICATIONS
Chapter 4: First Dash App
Chapter 5: Global Data Analysis: Advanced Layouts and Graphs
Chapter 6: Investment Portfolio: Building Larger Apps
Chapter 7: Exploring Machine Learning
Chapter 8: Tips and Tricks
Appendix: Python Basics
Index
Introduction
PART I: CRASH COURSES
Chapter 1: Python Refresher
Chapter 2: PyCharm Tutorial
Chapter 3: Pandas Crash Course
PART II: BUILDING APPLICATIONS
Chapter 4: First Dash App
Chapter 5: Global Data Analysis: Advanced Layouts and Graphs
Chapter 6: Investment Portfolio: Building Larger Apps
Chapter 7: Exploring Machine Learning
Chapter 8: Tips and Tricks
Appendix: Python Basics
Index
Details
Erscheinungsjahr: | 2022 |
---|---|
Fachbereich: | Programmiersprachen |
Genre: | Importe, Informatik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Inhalt: | Einband - flex.(Paperback) |
ISBN-13: | 9781718502222 |
ISBN-10: | 1718502222 |
Sprache: | Englisch |
Einband: | Kartoniert / Broschiert |
Autor: |
Schroeder, Adam
Mayer, Christian Ward, Ann Marie |
Hersteller: |
Random House LLC US
No Starch Press |
Verantwortliche Person für die EU: | Springer Fachmedien Wiesbaden GmbH, Postfach:15 46, D-65189 Wiesbaden, info@bod.de |
Maße: | 225 x 175 x 17 mm |
Von/Mit: | Adam Schroeder (u. a.) |
Erscheinungsdatum: | 24.10.2022 |
Gewicht: | 0,432 kg |
Sicherheitshinweis