Key Features
Understanding the features of Keras
Advantages of Keras
Keras Limitations
Installig Keras
Installation of dependencies
Installation of Theano
Installation of TensorFlow
Installation of Keras
Testing each Installation
Configuring Keras
Installation of Keras on Docker
Installation of Keras on Google Cloud ML
Installation of Keras on Amazon AWS
Installation of Keras on Microsoft Azure
Keras API
Basic Architecture of Keras
Overview of predefined neural network layers
Overview of predefined activation functions
Understanding Losses Functions
Understanding Metrics
Some Useful Operations
Deep Convolutional Neural Network
Understanding Deep Convolutional Neural Network (DCNN)
Simple Example of DCNN
Recognizing CIFAR-10 images with DL
Overview of GAN
Keras adversarial GANs for forging MNIST
Keras adversarial GANs for forging CIFAR
Understanding WaveNet
Distributed Representations
Understanding word2vec
GloVe Exploring functionalities
Using pre-trained embeddings
Projects
27 Feb, 2021 - 03 Apr, 2021
28 Feb, 2021 - 30 Mar, 2021
03 Mar, 2021 - 18 Mar, 2021
06 Mar, 2021 - 10 Apr, 2021
07 Mar, 2021 - 06 Apr, 2021
10 Mar, 2021 - 25 Mar, 2021
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