Data, AI and ML with CloudSeekho

What are the 3 types of ML algorithms?

• Computer vision, natural language processing, forecasting

• Structured, unstructured, reinforcement

• Classification, regression, clustering

What is the name of Google's cloud tool that allows you to import your own data and retrain one of their existing models to make a new model for yourself?

• Google AI Platform

• Google Cloud APIs

• AutoML, or Cloud AutoML

What is unsupervised learning?

• Training data doesn't have example labels, but instead items are grouped together by similarity in one or more dimensions of the sample space

• Training data is labeled with the correct classification

• Learning involving scoring a model against a fitness function

What type of algorithm is used to train a model to play computer games?

• Reinforcement learning

• K-means clustering

• Generative adversarial networks

What is no longer so important to do when training a neural network?

• Properly labeling training data ahead of time

• Setting hyperparameters

• Feature engineering

Let's see if you know something I didn't cover! What is the name of Google's tool to help you make chatbots & conversational assistants?

• API.AI

• Dialogflow

• Cloud AutoML NLP

What are you more likely to spend time on besides model building in the real world?

• Collecting, cleaning, and labeling data

• Devising methods to automatically deploy and monitor the model

• All of the above

What Google tool creates dashboards based on any Internet-connected data source?

• Google Data Studio

• Google Analytics

• Google Cloud Platform

What is the model architecture used to generate new content by trying to fool each other into thinking an example truly belongs to a classification?

• Genetic algorithms

• Generative adversarial networks

• Convolutional neural networks

Why is AI exploding in popularity now?

• Faster computers and wider access to data on cheap storage

• Pre-built, pre-trained models and low-code ways to interact with them

• All of the above