Video 20: Introduction to Deep Learning

Hello viewers, In this video, A brief introduction of Deep Learning (DL) is presented. Also Supervised, Unsupervised and Reinforcement learning are also discussed. Convolutional Neural Networks are also explained and various popular deep neural architectures such as Alexnet, Googlenet, Resnet, RCNN and YOLO are presented. In the last, training a deep neural model is also explained via transfer learning and training from scratch. 

This video covers followings contents,

• Branches of AI and Branches of ML.
• Supervised, Unsupervised and Reinforcement Learning.
• Deep Learning.
• Deep Learning Vs. Machine Learning.
• Convolutional Neural Network (CNN).
• Deep Learning Architecture (AlexNet, GoogleNet, VGG Net, ResNet, RCNN, YOLO) 
• How to create Deep Learning Model?
• Training from scratch and Transfer Learning.