Types of Neural Networks | History of Deep Learning | Applications of Deep Learning
Channel: CampusX
Date: 2022-02-19

In this video, we'll break down the different types of neural networks, take a journey through the history of deep learning, and uncover real-world applications. Share your thoughts, experiences, or questions in the comments below. I love hearing from you!

1. About ANN - https://en.wikipedia.org/wiki/Artificial_neural_network
2. About CNN - https://en.wikipedia.org/wiki/Convolutional_neural_network
3. yann le cunn - https://en.wikipedia.org/wiki/Yann_LeCun
4. About RNN - https://en.wikipedia.org/wiki/Recurrent_neural_network
5. About Autoencoders - https://en.wikipedia.org/wiki/Autoencoder
6. About GAN - https://machinelearningmastery.com/what-are-generative-adversarial-networks-gans/ 
7. Unsupervised Pre-training - https://www.jmlr.org/papers/volume11/erhan10a/erhan10a.pdf
8. ImageNET - https://www.image-net.org/
9. Alphago - https://www.youtube.com/watch?v=WXuK6gekU1Y
10. Image Colorization - https://pyimagesearch.com/2019/02/25/black-and-white-image-colorization-with-opencv-and-deep-learning/
11. Audio gen in mute video - https://www.youtube.com/watch?v=QZGqLlsNArg
12. Image Caption gen - https://www.analyticsvidhya.com/blog/2021/12/step-by-step-guide-to-build-image-caption-generator-using-deep-learning/
13. Pixel Restoration - https://www.analyticsvidhya.com/blog/2021/05/deep-learning-for-image-super-resolution/
14. This person does not exist - https://thispersondoesnotexist.com/
15. AI generates story - https://www.youtube.com/watch?v=LY7x2Ihqjmc
15. Deep Dream - https://www.youtube.com/watch?v=nelv5kkNxis

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⌚Time Stamps⌚

0:00 - Intro
2:05 - Types of Neural Network
8:25 - History of Deep Learning
20:48 - Applications of Deep Learning
32:13 - Outro

✨ Hashtags✨
#NeuralNetworks #DeepLearningHistory #AIApplications #EasyLearning