Offered By: IBM
Statistical analysis and Geo Visualization in Agriculture
In this lab, we will learn how to download data, perform basic statistical analysis, visualize and display it on dynamic maps.
Continue readingGuided Project
Data Analysis
1.05k+ EnrolledAt a Glance
In this lab, we will learn how to download data, perform basic statistical analysis, visualize and display it on dynamic maps.
About
- Data download - download and display data from a file
- Data preparation - preliminary analysis of data structure, change of data types and table structure
- Statistical analysis - basic statistical analysis
- Data visualization - output of various data on graphs
- Build a trend line - the basic method of building a trend line and a forecast based on it
- Interactive maps - construction of interactive maps which show the data change over a period of time.
After completing this lab, you will be able to:
- Download a DataSet from *.csv files
- Transform the table
- Visualize data with pandas and seaborn
- Expect
- Minimum and maximum value
- Average
- Quarters
- Pivot tables
- Build Interactive Maps
Certificate
Certificate Offered
Estimated Effort
1 Hour
Level
Beginner
Industries
Agriculture
Skills You Will Learn
Artificial Intelligence, Data Science, Machine Learning
Language
English
Course Code
GPXX0PG8EN