How we can come up with a good AI Projects in the Health sector

1. AI and ML in Health Sector
Davis David - Data Scientist, ParrotAI

2. What is Artificial Intelligence
Ability of the computer system to perform tasks like human being
❖ Artificial Narrow Intelligence(ANI)
This is the Artificial Intelligence that focus on doing one thing. Most of the
progress are in this area.Example: Smart speaker, self driving, web search
etc
❖ Artificial General intelligence (AGI)
This is the Artificial Intelligence that focus on doing anything a human can
do
Note: There is much progress in ANI but no progress in AGI

4. How do I know if my AI idea is possible?
Answering this question is usually pretty straightforward. There are only a few questions that
you need to ask yourself:
❖ How good do humans do it?
❖ How easily would you be able to capture 10,000 to 100,000 examples of a human doing
it? (Quality of Data)
❖ Is my AI Idea creating value? (reduce cost,increase revenue,launch new line of business)

5. How to Choose AI Project
Select projects that are feasible and can be done with AI and that are also
valuable for your business. This need intersection for AI experts and
domain experts.
Include people from both expertise (AI and domain) and start
brainstorming together, you can come up with good AI project.

6. How to Choose AI Project

7. Strengths of Machine Learning
(a) Learning a simple concept
(b) There is lots of data available(quality data)

8. Limitation of Machine Learning
(a) Learning complex concepts from small
amount of data.
(b)Machine Learning Algorithms Require Massive
Stores of Training Data.

9. +255(0) 762 260 621 | d.david@parrotai.co.tz | www.parrotai.co.tz