401, Monarch Apartment
IT Park Road, Gayatri Nagar, Nagpur
+91 976 662 5814
24/7 Customer Support
Deep Learning
Deep Learning is a subfield of machine learning concerned with algorithms inspired by the structure and function of the brain called artificial neural networks. It is a function that imitates the workings of the human brain in processing data and creating patterns for use in decision making. Learn Deep Learning, Transfer Learning and Neural Networks using the latest frameworks.
What you will learn?
- Foundations of Deep Learning
- Artificial Neural Networks
- Convolution Neural networks
- Natural Language Processing
- RNN
- LSTM
Course Curriculum
- Introduction to Deep Learning
- Why Deep Learning?
- Difference between Machine learning & Deep Learning
- Basic’s of Deep learning
- Neural Network Foundations
- Forward propagation
- Backward Propagation
- Weight Initialization
- Loss Function and Gradient Descent
- Activation Function
- Optimizers
- Artificial Neural networks
- CNN vs ANN
- Convolutional Neural Network
- Filters
- Channels/Feature Maps
- Padding
- Receptive Fields
- Practical demonstration