Hands on
Deep Learning
Learn Artificial Neural Networks and Deep Learning Models
Deep Learning is revolutionizing image and video analytics. Our hands-on workshops will help your team become familiar with deep learning applications and development.
Artificial Neural Networks
Foundations of Artificial Neural Networks
Understand the theory behind ANNs and several applications of vanilla Neural Networks.
ANN Introduction and a review of its applications
ANN Terminologies
Feedforward Networks
Activation Function
Multi Layer Neural Networks
Loss Functions
Backpropagation
Optimization – Gradient Descent Algorithm and its variations
Regularization and Dropout
Hyperparameter tuning
Deep Learning Models
Deep Learning Models and their Applications
Hands-on application of different Deep Learning models using the Python library Keras.
Applications would include Object Recognition, Computer Vision, Natural Language Processing.
Applications would include Object Recognition, Computer Vision, Natural Language Processing.
Convolution Neural Networks
Recurrent Neural Networks
Long Short Term Memory
Auto Encoders
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