End to End Data Science Curriculum

End to End Data Science

Learn to Build and Deploy Data Science Models in Your Organization

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.

Convolution Neural Networks

Recurrent Neural Networks

Long Short Term Memory

Auto Encoders