Machine Learning Exercises

Here are some exercises to help you practice your machine learning skills:

Linear Regression: Implement a simple linear regression model to predict housing prices.
Neural Networks: Build a neural network to classify images of handwritten digits.
Clustering: Apply clustering algorithms to segment customer data.

For more resources and tutorials, check out our Machine Learning Course.

Supervised Learning: Use algorithms like SVM, Decision Trees, and Random Forests for classification and regression tasks.
Unsupervised Learning: Explore clustering, dimensionality reduction, and association rules.
Reinforcement Learning: Dive into Q-Learning, Policy Gradients, and Deep Q-Networks.

Remember, practice makes perfect! Keep experimenting and expanding your knowledge.