Advanced Deep Learning Techniques

• Computer Vision Applications

• Natural Language Processing Applications

• Recommender Systems

• Generative AI

• Deep Reinforcement Learning

• Deep Learning Techniques

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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.