國立高雄大學圖資館 |

Prototyping Python dashboards for scientists and engineersbuild and deploy a complete dashboard with Python /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Prototyping Python dashboards for scientists and engineersby Padraig Houlahan.
其他題名:	build and deploy a complete dashboard with Python /
作者:	Houlahan, Padraig.
出版者:	Berkeley, CA :Apress :2024.
面頁冊數:	xxvii, 201 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Application softwareDevelopment.
電子資源:	https://doi.org/10.1007/979-8-8688-0221-8
ISBN:	9798868802218$q(electronic bk.)

Prototyping Python dashboards for scientists and engineersbuild and deploy a complete dashboard with Python /
Houlahan, Padraig.

Prototyping Python dashboards for scientists and engineersbuild and deploy a complete dashboard with Python /[electronic resource] :by Padraig Houlahan. - Berkeley, CA :Apress :2024. - xxvii, 201 p. :ill., digital ;24 cm.

Chapter 1 Working with Python -- Chapter 2 Reactive Programming with PLOTLY and DASH -- Chapter 3 Working with Online Data -- Chapter 4 Planning the Dashboard Prototype -- Chapter 5 Our First Dashboard -- Chapter 6 Dashboard Enhancements -- Chapter 7 Hosting the prototype on a UNIX server -- Chapter 8 Deploying Your Project as a Unix Service -- Chapter 9 The BTS T100 Dataset: Interacting Controls and Tables -- Chapter 10 Creating a Web Portal -- Chapter 11 Using our Dashboard for Data Visualization -- Chapter 12 Afterwords.

Create interactive and data-driven dashboards using Python. This hands-on guide is a practical resource for those (with modest programming skills) in scientific and engineering fields looking to leverage Python's power for data visualization and analysis in a user-friendly dashboard format. You'll begin by gaining a fundamental understanding of Python programming, including data types, lists, dictionaries, and data structures. The book then delves into the world of reactive programming with Plotly and Dash, offering a hands-on approach to building interactive web-based dashboards. Next, you'll see how to work with online data, how to scrape and clean datasets, and keep files up-to-date. The book also guides you through planning a dashboard prototype, outlining project tasks, trends, forecasts, spectra, and other design considerations. It concludes with a discussion of how the dashboard can be used for data visualization of real data, explaining the usefulness of tools such as spectra. By providing detailed examples for download and customization, Prototyping Python Dashboards for Scientists and Engineers will equip you with the skills needed to jumpstart your own development efforts.

ISBN: 9798868802218$q(electronic bk.)

Standard No.: 10.1007/979-8-8688-0221-8doiSubjects--Topical Terms:

189413
Application software
--Development.

LC Class. No.: QA76.76.A65

Dewey Class. No.: 005.1

Prototyping Python dashboards for scientists and engineersbuild and deploy a complete dashboard with Python /
LDR:02787nmm a2200325 a 4500 001 663556
003 DE-He213
005 20240229104152.0
006 m d
007 cr nn 008maaau
008 241203s2024 cau s 0 eng d
020 $a 9798868802218$q(electronic bk.)
020 $a 9798868802201$q(paper)
024 7 $a 10.1007/979-8-8688-0221-8 $2 doi
035 $a 979-8-8688-0221-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.76.A65
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 005.1 $2 23
090 $a QA76.76.A65 $b H838 2024
100 1 $a Houlahan, Padraig. $3 975883
245 1 0 $a Prototyping Python dashboards for scientists and engineers $h [electronic resource] : $b build and deploy a complete dashboard with Python / $c by Padraig Houlahan.
260 $a Berkeley, CA : $b Apress : $b Imprint: Apress, $c 2024.
300 $a xxvii, 201 p. : $b ill., digital ; $c 24 cm.
505 0 $a Chapter 1 Working with Python -- Chapter 2 Reactive Programming with PLOTLY and DASH -- Chapter 3 Working with Online Data -- Chapter 4 Planning the Dashboard Prototype -- Chapter 5 Our First Dashboard -- Chapter 6 Dashboard Enhancements -- Chapter 7 Hosting the prototype on a UNIX server -- Chapter 8 Deploying Your Project as a Unix Service -- Chapter 9 The BTS T100 Dataset: Interacting Controls and Tables -- Chapter 10 Creating a Web Portal -- Chapter 11 Using our Dashboard for Data Visualization -- Chapter 12 Afterwords.
520 $a Create interactive and data-driven dashboards using Python. This hands-on guide is a practical resource for those (with modest programming skills) in scientific and engineering fields looking to leverage Python's power for data visualization and analysis in a user-friendly dashboard format. You'll begin by gaining a fundamental understanding of Python programming, including data types, lists, dictionaries, and data structures. The book then delves into the world of reactive programming with Plotly and Dash, offering a hands-on approach to building interactive web-based dashboards. Next, you'll see how to work with online data, how to scrape and clean datasets, and keep files up-to-date. The book also guides you through planning a dashboard prototype, outlining project tasks, trends, forecasts, spectra, and other design considerations. It concludes with a discussion of how the dashboard can be used for data visualization of real data, explaining the usefulness of tools such as spectra. By providing detailed examples for download and customization, Prototyping Python Dashboards for Scientists and Engineers will equip you with the skills needed to jumpstart your own development efforts.
650 0 $a Application software $x Development. $3 189413
650 0 $a Information visualization. $3 248886
650 0 $a Python (Computer program language) $3 215247
650 0 $a Dashboards (Management information systems) $3 722914
650 1 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Machine Learning. $3 833608
650 2 4 $a Python. $3 763308
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/979-8-8688-0221-8
950 $a Professional and Applied Computing (SpringerNature-12059)