From the course: Foundations of AI and Machine Learning for Java Developers
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Definition of deep learning: PredAI and GenAI - Java Tutorial
From the course: Foundations of AI and Machine Learning for Java Developers
Definition of deep learning: PredAI and GenAI
- [Narrator] So we have learned a difference between artificial intelligence and machine learning. Since the notion of AI and ML has existed, the industry has tried several times to apply machine learning and AI to production applications with very little success. There were some attempts in the late 70s and late 80s, but both times there just was not enough computing resources or the tools were not adequate or funding dried up. There was a period of time when it was thought that AI would never work and we would never be able to simulate human intelligence. But what has happened over the past several decades? We now have cloud computing where you can have computing resources instantly on demand. We also have access to powerful graphical processing units, GPUs, that are highly suited to the mathematics used for AI. We also have brand new algorithms for neural networks, the data structure used for machine learning. This combination now allows us to create very large neural networks…
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