Welcome to the section on Practical Projects in Machine Learning. Here, you will find a variety of projects that will help you apply your machine learning knowledge in real-world scenarios.
Project Overview
Project 1: Image Classification using Convolutional Neural Networks (CNNs)
- Convolutional Neural Network
- In this project, you will learn to classify images using CNNs. You will be using a dataset of your choice and train a CNN model to classify images into different categories.
Project 2: Sentiment Analysis on Movie Reviews
- Sentiment Analysis
- This project involves analyzing movie reviews to determine their sentiment. You will use natural language processing techniques and train a model to classify reviews as positive, negative, or neutral.
Project 3: Predicting House Prices using Regression
- House Prices
- In this project, you will build a regression model to predict house prices based on various features such as location, size, and number of rooms.
Additional Resources
For further reading and guidance on machine learning projects, check out our Machine Learning Tutorials.
If you have any questions or need assistance with these projects, feel free to reach out to our community forum. Happy learning! 🌟