Keras Tutorial For Beginners | What is Keras | Keras Sequential Model | Keras Training | Intellipaat

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Published on December 10, 2020 5:30:05 AM ● Video Link: https://www.youtube.com/watch?v=nS1J-2uoKto

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Duration: 56:21

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🔵 In this video on Keras, you will understand what is Keras and why do we need it, how to compose different models in Keras like the Sequential model and functional model, and later on how to define the inputs, how to connect layers over, and finally hands-on demo.

#KerasTutorialForBeginners #WhatIsKeras #KerasTraining #KerasTutorial #KerasForBeginners #KerasSequentialModel #Intellipaat

🔵 The following questions are covered in this video:
00:00 - Keras Tutorial For Beginners
01:30 - Why Keras?
3:56 - What is Keras?
4:34 - Composing Models in Keras
4:40 - Sequential Models
6:22 - Functional Models
07:38 - Defining the input
08:08- Connecting Layers
08:58 - Creating the Model
09:28 - Predefined Neural Network Layers
09:46 - Performing regularization Using Keras
15:48 - Dropout
18:28 - Data Augmentation
21:04 - Hands-on Demo

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🔵 Why Keras is important

Keras is an Open Source Neural Network library written in Python that runs on top of Theano or Tensorflow. It is designed to be modular, fast, and easy to use. Keras is very quick to make a network model. If you want to make a simple network model with a few lines, Keras can help you with that.

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