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Deep Learning - Lab Manual
Binary Classification
Binary Classification On IMDB Dataset
Exercise-1 Understanding And Preparing The Dataset
Exercise-2 Preparing The Data
Exercise-3 Compiling The Model
Exercise-4 Setting up validation
Exercise-5 Training our model
Exercise-6 Evaluating the model performance
BInary Classification - Colaboratory
Perceptron Model
Exercise -1 Perceptron Model With Fashion Mnist Dataset
Exercise-2 Using model and adding layers
Exercise-3 Getting The Model Summary
Exercise-4 Compiling the model
Exercise-5 Fitting your model
Exercise-6 Visualise training history
Exercise-7 Evaluation of the model
Perceptron model with fashion mnist dataset - Colaboratory
Regression
Exercise-1 What is regression classification ?
Exercise-2 Preparing the data
Exercise-3 Compiling the model
Exercise-4 Setting up validation
Exercise-5 Evaluating the model performance
Regression california housing - Colaboratory
Tensors
Exercise-1 What are tensors ?
Exercise-2 Operations on tensors
Exercise-3 Tensor shapes
Tensors - Colaboratory
Exercise-6 Evaluating the model performance
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