Machine learning projects can be a great way to enhance your skills and build a portfolio. Here's a list of the top 10 machine learning projects that you should consider:
- Image Recognition 🖼️: Build an image recognition system that can classify images into different categories.
- Recommender Systems 📚: Create a recommendation engine that suggests products, movies, or articles based on user preferences.
- Sentiment Analysis 📊: Develop a sentiment analysis tool that can determine the sentiment of a text.
- Natural Language Processing 🗣️: Work on a project that involves natural language processing, such as chatbots or language translation.
- Fraud Detection 💰: Build a system that can detect fraudulent transactions in real-time.
- Medical Diagnosis 🏥: Create a machine learning model that can assist doctors in diagnosing diseases from medical images.
- Autonomous Vehicles 🚗: Work on a project related to autonomous vehicle technology.
- Speech Recognition 🗣️: Develop a speech recognition system that can convert spoken words into text.
- Stock Market Prediction 💰: Build a model that can predict stock market trends.
- Anomaly Detection 🕵️♂️: Create a system that can detect anomalies in large datasets.
For more information on machine learning projects, check out our Machine Learning Resources page.