A complete end-to-end playlist on Deep Learning where topics like ANN, CNN, and RNN are covered.
Curated by: CampusX (84 videos)
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! Notes: https://learnwith.campusx.in/s/store/courses/YouTube%20Notes 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 ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in ============================ 📱 Grow with us: CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789 Discord: https://discord.gg/PsWu8R87Z8 ⌚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