ūüöÄ Master the language of AI with our brand new course: "Prompt Engineering for Everyone" Learn more

Offered By: IBM

Data Science in Health Care. Basic statistical analysis.

ELISA is a commonly used laboratory test to detect antibodies in the blood. An antibody is a protein produced by the body's immune system when it detects harmful substances, called antigens. In this project you will learn how to download, prepare and make statistical analysis of ELISA tests and collected information about IgG and IgM, vaccination influenza, vaccination tuberculosis and other diseases and blood groups.

Continue reading

Guided Project

Artificial Intelligence

2.28k+ Enrolled
4.5
(147 Reviews)

At a Glance

ELISA is a commonly used laboratory test to detect antibodies in the blood. An antibody is a protein produced by the body's immune system when it detects harmful substances, called antigens. In this project you will learn how to download, prepare and make statistical analysis of ELISA tests and collected information about IgG and IgM, vaccination influenza, vaccination tuberculosis and other diseases and blood groups.

This project will give you a practical introduction to basics of analyzing ELISA test data using readily available data science tools. You will download a real ELISA dataset, prepare it for statistical analysis, and analysis of information about IgG and IgM antibodies as they apply to the influenza and tuberculosis vaccination.

 Learning Objectives

 After completing this project you will be able to: 
  • Download test datasets (Excel files .xlsx) to use them in Python
  • Automatically clean and prepare data in dataset
  • Transform the table
  • Visualize data with Pandas and Seaborn, two very popular data analysis and visualization libraries¬†
You will be able to create basic statistical analysis of the ELISA data deriving:
  • Minimum and maximum values
  • Averages
  • Quarters
  • and create pivot tables

Estimated Effort

1 Hours

Level

Beginner

Industries

Healthcare

Skills You Will Learn

Data Science, Machine Learning, Artificial Intelligence

Language

English

Course Code

GPXX0435EN

Released

July 12, 2021

Last Updated

October 25, 2023

Tell Your Friends!

Saved this page to your clipboard!

Sign up to our newsletter

Stay connected with the latest industry news and knowledge!