Low-Code AI

Index

A

• A/B testing, Get Predictions from Your Model
• accounts
  • authorizing Colab to access Google Cloud account, Building Custom ML Models on Vertex AI
  • signing up for GitHub, 1. Sign up for a new GitHub account
• accuracy metric, Classification Models and Metrics-Classification Models and Metrics, Classification Evaluation Metrics, Pipelines in Scikit-Learn: An Introduction, Training a Neural Network Classifier Using Keras
• activation functions, Activation Functions and Nonlinearity-Activation Functions and Nonlinearity, Building a Neural Network Using Keras, Training a Neural Network Classifier Using Keras
• adapt() method, Introduction to Preprocessing Layers in Keras-Introduction to Preprocessing Layers in Keras, Creating the Dataset and Preprocessing Layers for Your Model, Hyperparameter Tuning in Keras
• adjusted R-squared, Evaluate Model Performance
• advertising media channel sales use case, Overview of Use Cases and Datasets Used in the Book, The Business Use Case: Media Channel Sales Prediction-Get Predictions from Your Model
  • using AutoML to train linear regression model, Use AutoML to Train a Linear Regression Model-Get Predictions from Your Model
  • dataset, Project Dataset
  • exploratory data analysis, Explore the Advertising Dataset-Histogram distribution plot
  • exporting dataset, Export the advertising dataset-Export the advertising dataset
  • loading data into Pandas DataFrame, Load Data into a Pandas DataFrame in a Google Colab Notebook-Load Data into a Pandas DataFrame in a Google Colab Notebook ...