Innovating with Google Cloud Artificial Intelligence - GCP

Vision API

pre trained machine learning models, which use Google data to automatically detect faces, objects, text, and even sentiment in images.

Artificial Intelligence

broad field which refers to the use of technologies to build machines and computers that can mimic cognitive functions associated with human intelligence.

AI Functions

being able to see, understand, and respond to spoken or written language, analyze data, make recommendations and more.

Machine Learning

subset of AI that lets a machine learn from data without being explicitly programmed.

ML is suited to solver for four common business problems.

1. Replacing or simplifying rule based systems

2. automating processing

3. understanding unstructured data

4. personalization

To assess the validity of data, evaluate on…

Completeness, uniqueness, timeliness, validity, accuracy, and consistency.

Natural Language API

discovers syntax, entities and sentiment in text and classifies texts into a predefined set of categories.

Cloud Translation API

converts texts from one language to another.

Speech-to-Text API

Turns audio into text

Text-to-Speech API

Turns text into audio

video intelligence API

recognizes motion and action in video.