Deep Learning Tutorials

Welcome to our collection of deep learning tutorials! Whether you're a beginner or an experienced machine learning practitioner, these tutorials are designed to help you learn and master the fundamentals of deep learning.

Basics of Deep Learning

• What is Deep Learning? Deep learning is a subset of machine learning that structures algorithms in layers to create an "artificial neural network" that can learn and make intelligent decisions on its own.

• Neural Networks Neural networks are computing systems inspired by the biological neural networks that constitute animal brains.

Tutorials

• Introduction to Neural Networks
• Building Your First Neural Network
• Understanding Backpropagation

Resources

• Deep Learning Book - A comprehensive guide to deep learning.
• Keras Documentation - A high-level neural networks API, written in Python and capable of running on top of TensorFlow, CNTK, or Theano.

Further Reading

• Deep Learning for Computer Vision
• Deep Learning for Natural Language Processing

Neural_Networks