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· 제목 : Prototyping Python Dashboards for Scientists and Engineers: Build and Deploy a Complete Dashboard with Python (Paperback)
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9798868802201
· 쪽수 : 201쪽
· 출판일 : 2024-03-01
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9798868802201
· 쪽수 : 201쪽
· 출판일 : 2024-03-01
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Prototyping Python Dashboards for Scientists and Engineers
Chapter 1 Working with Python
- Coding design, Python, and OOD
- Python Data Types
- Sets
- Lists
- Dictionaries
- Series
- Dataframes
- Getting Started with PLOTLY
- Getting Started with DASH
- About the ATADS dataset
- Screen-scraping
- Converting Excel to CSV with Data Cleanup
- Managing and keeping our files up to date
- Overview
- Project Tasks
- Trends and Forecasts
- Other Design Considerations
- The atads.py file
- The atads_layout Class
- The atads_figures Class
- Fine Tuning with CSS
- Adding the banner and the instruction panels
- Monthly and Weekday Histogram panels
- The Spectrum Panel
- The final ads dashboard
- Creating the Python environment
- Running a Flask service
- Adding Nginx
- Using GUNICORN
- Creating a system service
- Securing your server with Fail2Ban
- Installing MYSQL
- Working with WordPress
