Description:

Hands training for developers ,data scientists ,researchers in deep learning using TensorFlow and Keras.

Approach:

Instructor led hands-on bootcamp to implement deep learning based applications for Computer Vision and Natural language processing.

Topics covered .

1.Deep learning concepts a)Neurons b)Neural newtork c)Activation functions d)Back propagation algorithm e)Stochastic gradient descent f)Adaptive learning g)Momentum 2.Installation and setup of GPU server on aws/gcloud

3.Deep learning for computer vision a)Image classification b)Object detection c)Image segmentation 4.Deep learning for Natural language processing a)Word Embedding b)LSTMs

5. Packaging Deep Learning models 6.Case Studies

Prerequisites:

Python,Basics of linear algebra, Basics of calculus

Speaker Info:

Ladle Patel has 6+ years of experience in Machine learning, Big data and Deep Learning.

Speaker Links:

https://www.linkedin.com/in/ladlepatel/