ML Usecases

Predicting housing prices based on features like location, square footage, and the number of bedrooms.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning

Grouping customers into distinct segments based on their purchasing behavior.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning

Teaching a robot to play chess by rewarding it for winning and penalizing it for losing.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning

Identifying fraudulent transactions in banking by using labeled data of fraudulent and non-fraudulent activities.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning

Recommending movies to users based on their past ratings and viewing history.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning

Reducing dimensionality of data to identify meaningful patterns or relationships in unlabeled data.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning

Training a self-driving car to navigate roads by learning from real-world feedback.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning

Detecting spam emails using a labeled dataset of spam and non-spam emails.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning

Clustering cities based on their population growth, economic activities, and geographic features.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning

Predicting disease outcomes using patient historical medical data and treatment results.

• Supervised Learning
• Unsupervised Learning
• Reinforcement Learning
• Deep Learning