Big Data & Machine Learning Cloud OnBoard 1 2 1 Supervised machine learning requires features and labels 3 2 5 Neural Network 3 6 5 7 6 8 7 9 8 Input … 10 features Prediction 9 11 … 10 12 … 11 13 12 14 13 15 14 Cost 16 15 1716 Neural network imageby Dake, Mysid [CC BY 1.0], via Wikimedia Commons 17 18 Big Data & Machine Learning Cloud OnBoard 1 2 1 Machine Learning with TensorFlow involves four steps: 3 2 5 1 3 Gather Gather training data (input features and labels) 6 Data 5 7 6 8 7 2 Create model 9 Create 8 10 9 11 10 3 12 Train Train the model based on input data 11 13 12 14 13 4 Use the model on new data 15 14 Use 16 15 1716 17 18 52