Machine Learning Tutorials

Welcome to our Machine Learning tutorials section! Here, you'll find a variety of resources to help you understand and apply machine learning concepts.

Basic Concepts

• Supervised Learning
  • This type of learning involves training a model on labeled data.
• Unsupervised Learning
  • In this scenario, the model learns from data that is not labeled.
• Reinforcement Learning
  • A type of learning where an agent learns to make decisions by performing actions in an environment to maximize some notion of cumulative reward.

Tutorials

• Introduction to Python for Machine Learning
• Understanding Neural Networks

Useful Tools

• TensorFlow - An open-source library for machine learning applications.
• PyTorch - A popular deep learning framework.

Learning Resources

• Machine Learning Yearning
• Deep Learning Specialization

Machine Learning