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Advanced Deep Learning Techniques

  • Computer Vision Applications

  • Natural Language Processing Applications

  • Recommender Systems

  • Generative AI

  • Deep Reinforcement Learning

  • Deep Learning Techniques

Deep Learning changed the way we approached some sub-domains of machine learning. Just to name a few:

  • Computer vision

  • Natural language processing

  • Speech Recognition

  • Recommender Systems

  • Generative AI

  • Reinforcement Learning

Computer Vision Applications

The obvious first sub-domain is computer vision. Here are a couple of examples of computer vision applications that relate to machine learning:

All those applications can use different architectures. Let’s review some architectures that are important for computer vision applications. Tons of architectures have been created, but a lot of them tend to be variations of the following.

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