Understanding role of Keras in TensorFlow
Keras vs TensorFlow's Lower Level APIs
Exercise: Building Linear Regression model in Keras
Notebook: Boston Housing Predictor in Keras
Exercise: Using ML model for Prediction
Notebook: Predict Housing Prices using ML Model
Assignment: How many Bikes are needed?
Regression vs Classification
Using SoftMax in Classification
Loss and Accuracy in Classification
Exercise: Classify Handwritten numbers - I
Exercise: Classify Handwritten numbers - II
Notebook: Hand-written digits Predictor with DL
Exercise: Mini-batching in ML
Notebook: Mini-batching for MNIST Dataset
Exercise: Prediction using Classification model
Improving ML model - Hyperparameters