This path gives a smooth introduction to this type of learning architecture which has been very successful in recent applications.

Curated by Camillo

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Overview

This path gives a smooth introduction to this type of learning architecture which has been very successful in recent applications.

Curated by Camillo

40

Concept videos showcasing the intuition behind Deep Learning methods, how to's, reviews of software libraries, applications, interviews

Select a video that appears interesting to you.

40

Series of concept videos explaining the idea behind every Deep Learning method

This short course provides a good insight and intuition on ANNs!

40

This course will expand upon the basic knowledge of Deep Learning to include topics such as overfitting, regularization, data collection and preprocessing, convolutional neural networks, transfer learning optimization tricks, recurrent neural networks, deep unsupervised learning, generative adversarial networks

This short course introduces you to important technical and practical concepts of Deep Learning.

40

The Hello World of Machine Learning, Introduction to Computer Vision, Introduction to Convolutions, Convolutional Neural Networks (CNNs), Complex Images, Use CNNS with larger datasets

This short learning paths gives you first insights into the inner workings of neural networks.

40

These lectures have an general introduction to deep learning, deep reinforcement learning, autonomous vehicles, and artificial intelligence

The lecture on the state of the art is very interesting.

40

This researcher has an focus on human-centered AI and autonomous vehicles.

On his podcast you find interesting interviews with famous researchers. Listen to the ones that interest you! His lecturers provide additional information on Deep Learning. Check it out!

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This course will introduce students to the basics of the Deep Learning. The course present the three chapters "What is Deep Learning?”, “Fundamental concepts: how do machines learn?”, “Sequence-to-sequence models for chatbots”

These three chapter provide you a first profound insight on deep learning.

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Discussion of advanced topics and concepts

Look for articles that interest you!

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This course will expand upon the basic knowledge of Deep Learning to include topics such as deep learning methods, deep sequence modeling, intro to tensorflow; music generation, deep computer vision, deep generative modeling, facial recognition systems, deep reinforcement learning, limitations and new frontiers, pixels-to-control learning

Choose a video that interests you.