Deep Learning Tutorials

Deep Learning is a subfield of machine learning that focuses on algorithms that can learn from large amounts of data. It is a powerful tool for various applications, such as image recognition, natural language processing, and more. Below are some tutorials to help you get started with deep learning.

• Neural Networks: Learn the basics of neural networks, including their structure and how they work.

  • Neural Networks Tutorial

• Convolutional Neural Networks (CNNs): Understand CNNs, which are particularly effective for image recognition tasks.

  • CNNs Tutorial

• Recurrent Neural Networks (RNNs): Explore RNNs, which are useful for sequential data like time series or text.

  • RNNs Tutorial

• Deep Learning Frameworks: Get familiar with popular deep learning frameworks such as TensorFlow and PyTorch.

  • TensorFlow Tutorial
  • PyTorch Tutorial

Here's a visual representation of a neural network:

If you're interested in learning more about deep learning, consider exploring these additional resources:

• Deep Learning Book
• Fast.ai

Happy learning! 🎓