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Mindmajix Keras Training makes you an expert in Determining best parameters in Neural Networks using GridSearchCV , Multilayer Perceptron in Keras , Recurrent Neural Networks, Overview of predefined activation functions, Recognizing CIFAR-10 images with DL, Implementation of Keras in future-scope for better Secure Application. You will also gain knowledge on How can we obtain the output of an intermediate layer, Overview of predefined neural network layers, Installation of Keras on Docker, How to use Keras. Enroll & Get Certified Now!
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
Basics of SimpleRNN cells
Understanding RNN Topologies
Using Gated Recurrent Unit -GRU
Concept of Bidirectional RNNs
Vanishing and exploding gradients
Using Long Short Term Memory -LSTM
Understanding Stateful RNNs
Dealing with Keras Functional API
Understanding Regression Networks
Concept of Unsupervised Learning
Keras Customization scenario
Using Generative Models
Most of the Keras Jobs in the industry expect the following add-on skills. Hence, we offer these skills-set as FREE Courses (Basics) to ease your learning process and help you stay ahead of the competition.
Our Keras Training course aims to deliver quality training that covers solid fundamental knowledge on core concepts with a practical approach. Such exposure to the current industry use-cases and scenarios will help learners scale up their skills and perform real-time projects with the best practices.
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