Master the world of Deep Learning with our “Deep Dive into Deep Learning” training. This course provides a strong foundation in neural networks and their pivotal role in deep learning for Artificial Intelligence perception. With hands-on experience in TensorFlow, you’ll create Convolutional Neural Networks (CNN) for image recognition and Recurrent Neural Networks (RNN) for natural language processing.
This Fundamentals of Deep Learning class will provide you with a solid understanding of the technology that is the foundation of artificial intelligence. We will explore deep neural networks and discuss why and how they learn so well.
We will begin with understanding the context of deep learning and its relationship to machine learning and artificial intelligence. We’ll then examine shallow neural networks in order to better understand the advantages of deep neural networks, which enable deep learning. Specifically, we’ll delve into Convolutional Neural Networks and Recurrent Neural Networks, and explore uses cases for each. We will use Keras and TensorFlow as our tools to apply deep learning on real-world datasets. We’ll look at some of the amazing things that deep learning can do and how to spot opportunities for deep learning.
BDT5 / 1 Day
After this course, you will be able to:
Yes (Digital format)
