Offered By: IBM

Advanced Classification using Machine Learning in HealthCare

Name: Advanced Classification using Machine Learning in HealthCare
Rating: 5.0 (2 reviews)
Author: yaroslav_vyklyuk_2

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

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At a Glance

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

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.

Estimated Effort

1 hours

Level

Advanced

Industries

Healthcare

Skills You Will Learn

Data Science, Machine Learning, Artificial Intelligence

Language

English

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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.