Back to Catalog

Advanced Classification using Machine Learning in HealthCare

ExpertGuided Project

Learn to apply an advanced analysis of Big Data to the spread of COVID-19 in the world.

4.7 (118 Reviews)

Language

  • English

Topic

  • Artificial Intelligence

Industries

  • Healthcare

Enrollment Count

  • 1.98K

Skills You Will Learn

  • Artificial Intelligence, Data Science, Machine Learning

Offered By

  • IBM

Estimated Effort

  • 2 hours

Platform

  • SkillsNetwork

Last Update

  • May 11, 2025
About this Guided Project
This lab is dedicated to application of an advanced analysis of Big Data to the spread of COVID-19 in the world. We will study how to make image recognition of a chest X-ray to provide a diagnosis forecast. 

Learning Objectives

  • Download and transform images.
  • Create features of images.
  • Build different classification models.
  • Build CNN models.
  • Build diagnosis based on X-ray photos. 

Instructors

Yaroslav Vyklyuk

Full Professor, Doctor of Computer Science, PhD

Dr. Yaroslav Vyklyuk is a full professor at the Lviv Polytechnic National University, Department of Artificial Intelligence Systems. He is an author of over 210 scientific works, 10 monographs, and books, a member of the Editorial Board of 6 international scientific journals, member of the Academic Councils on protection Ph.D. and DrSc thesis in "Mathematical modeling and computational methods". Research Interests: Data Science, Applied System Analysis, Mathematical Modeling, and Decision Making of Complex Dynamic Systems (socio-economic, geographical, tourist, and crisis systems) using Artificial Intelligence Technology, DataMining, Big Data, Parallel Calculations, Statistics, Econometrics, Econophysics and other Advanced Mathematical Methods with implementation into information, WEB, and geographic information systems.

Read more

Kateryna Hazdiuk

PhD of Software Engineering

I am an assistant professor at the Yuriy Fedcovych Chernivtsi National University, Software of Computer Systems Department; an author of over 40 scientific works and 10 training manuals. Research Interests: Mathematical Modeling of Complex Dynamic Systems (bio-like systems, socio-economic, geographical systems), Data Science, Decision Making using Artificial Intelligence Technology, DataMining, Big Data, Parallel Calculations, Statistics, and other methods.

Read more