Applying AI for Healthcare Applications

Applying AI for Healthcare Applications

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Start Date: December 4, 2022

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Last date to register: December 3, 2022

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Course duration: 30 hours

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Cost: free

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Skill level: beginner

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Course Description

For whom is this course

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Artificial Intelligence (AI) is becoming ubiquitous in its application across different sectors and in recent times, its application in healthcare has led to advances in medical research and management. 

What you will learn

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In this course, we will explore the possibilities of applying AI to healthcare and medical diagnosis.

Prerequisites

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  • No prerequisite 
  • The course will be taught from the scratch such that anyone with an interest can understand it

Syllabus

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Session 1: Understanding Artificial Intelligence (3 hours)

  • What is a Neuron
  • What is Deep Learning
  • Introduction to Pandas
  • Installing Anaconda
  • Basic terms

Session 2: Activation function (2 hours)

  • What is the sigmoid function
  • What is the Swish function 
  • What is the softmax function

Session 3: DNA classification project (8 hours)

  • Importing library and data
  • Generating a DNA sequence
  • Summary of project

Session 4: Breast Cancer Detection Project (2 hours)

  • Importing library and data preprocessing 
  • Understanding Machine Learning algorithm
  • Training and model prediction

Course Features

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Lectures: Hands on

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Duration: 30 hours

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Students: 50

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Certificate: yes

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Cost: free

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Skill level: beginner

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Video

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Instructor

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h

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Progress Umamwen Igbinosa

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DevOps Engineer | full stack developer | AWS | LINUX | CEO & Tutor @ Progress Innovation Hub

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