Hands on Deep learning using TensorFlow and Keras
Ladle Patel (~ladle) |
Hands training for developers ,data scientists ,researchers in deep learning using TensorFlow and Keras.
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
- Packaging Deep Learning models 6.Case Studies
Python,Basics of linear algebra, Basics of calculus
Ladle Patel has 6+ years of experience in Machine learning, Big data and Deep Learning.