Deep Learning with Keras

Deep Learning with Keras

What you’ll learn

  • Introduction to Deep Learning and Neural Networks
  • Understand Deep Learning with Keras
  • Take a big step towards becoming a Deep Learning / Machine Learning engineer
  • Keras overview, features, benefits
  • Keras installation
  • Keras – Models, Layers and Modules
  • Keras Models – Sequential Model, Functional API
  • Keras Layers – Dense Layers, Dropout Layers, Convolution Layers, Pooling Layers
  • Keras Modules
  • Keras – Model Compilation, Evaluation and Prediction
  • Loss, Optimizer, Metrics, Compile the Model
  • Model Training, Model Evaluation, Model Prediction
  • Life-Cycle for Neural Network Models in Keras
  • Define Network, Compile Network, Fit Network, Evaluate Network, Make Predictions
  • Building your first Neural Network with Keras
  • Building a Multilayer Perceptron neural network
  • Building Image Classification Model with Keras
  • Convolutional Neural Network (CNN) & its layers

How to Enroll Deep Learning with Keras course?

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