Omdena Academy Courses
Applying AI for Healthcare Applications
January 10, 2024
For whom is this course?
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 will you learn?
In this course, we will explore the possibilities of applying AI to healthcare and medical diagnosis.
Prerequisites
- No prerequisite
- The course will be taught from the scratch such that anyone with an interest can understand it
Syllabus
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
Instructors
Course Info
Certificateyes
Duration30 hours
Start DateDecember 31, 2022
Last Registration DateDecember 30, 2022
No of Students50
Skill Levelbeginner
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