5 Machine Learning Projects for Beginners to Jumpstart Their AI Journey
Predicting housing prices:
Use machine learning to predict the sale price of a house based on its features, such as the number of bedrooms, location, and square footage.
Sentiment analysis:
Analyze text data to determine whether the sentiment is positive, negative, or neutral. This can be useful in applications such as customer service or product reviews.
Image classification:
Build a model that can classify images into different categories, such as cats vs dogs, or different types of flowers.
Spam detection:
Use machine learning to classify emails as spam or non-spam. This can be useful in filtering unwanted emails and improving email security.
Recommendation system:
Build a recommendation system that suggests products or content based on user behavior and preferences. This can be useful in e-commerce, streaming services, and social media.
These projects are great for beginners to practice their machine learning skills, and can be expanded upon as they gain more experience. Good luck!
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