With this workshop you will get familiarized about basic concepts of Deep Learning & their Applications in various Domains.
Deep learning is an AI function that mimics the workings of the human brain in processing data for use in detecting objects, recognizing speech, translating languages, and making decisions. Deep learning AI is able to learn without human supervision, drawing from data that is both unstructured and unlabelled. With this workshop you will get familiarized about basic concepts of Deep Learning & their Applications in various Domains.
1. What is Deep Learning
2. Brief History of Deep Learning
3. Applications of Deep Learning in various Domains
4. MP Neuron
5. Perceptron
6. Perceptron Learning Algorithm
7. Implementing Perceptron
1. Multi Layered Perceptron
2. Back Propagation Algorithm
3. Implementation of MLP
1. What are Deep Neural Networks
2. MLP vs DNN
3. Variants of Neural Networks
4. Deep Neural Networks for Real time Applications