26/04/2023
My first task : Data Science Class❤️
A. Supervised Learning:
1. Predict future stock prices based on historical stock prices and market indicators.
2. Recognize and classify animal sounds based on labeled audio data.
3. Detect fraudulent insurance claims using labeled data.
4. Predict the optimal dosage of medicine for patients using historical patient data.
B. Unsupervised Learning:
5. Categorize customers based on their buying habits and preferences.
6. Identify at-risk customers and take actions to retain them.
7. Detect unusual patterns in network traffic to prevent security breaches or system malfunctions.
8. Uncover hidden patterns in social media data for marketing or sentiment analysis.
C. Reinforcement Learning:
9. Teach a car to race on a track and optimize speed and trajectory.
10. Teach robots to assemble complex machine components.
