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For Organizations That Want A Large-Scale Machine Learning Service, Select The Value ML Provides.

 

• Cloud Machine Learning Engine makes it easy to build sophisticated, large-scale machine learning models across a broad set of scenarios.
• Cloud Job Discovery provides a highly intuitive job search that anticipates what job seekers are looking for and surfaces targeted recommendations that help them discover new opportunities.
• Cloud Translation API provides a simple programmatic interface for translating an arbitrary string into any supported language.
• Cloud Video Intelligence API makes videos searchable and discoverable by extracting metadata, identifying key nouns, and annotating the content of the video.

 

What Business Value Can BigQuery Provide?

 

• Customer 360 analysis and log analysis
• Availability, security, and preferred locations
• Machine learning APIs and Tensorflow
• Massively parallel databases and multiple data marts

 

Which Of These Benefits Correspond To Business Challenges That Are Addressed By Cloud IoT?

 

• Cloud IoT provides compute power across the globe at nearline locations.
• Cloud IoT scales with big data workloads so that organizations can collect more data from more devices.
• Cloud IoT facilitates machine learning with actionable insights by processing and analyzing data in real time.
• Cloud IoT enables growth through a better user experience that can increase usage and adoption of a product.

 

What Is The Value That Cloud Dataflow Can Provide?

 

• Eliminates the need to buy, build, and operate computing hardware.
• Getting queries answered rapidly over very large data sets.
• Accelerates development for batch and streaming data processing pipelines.
• Allows for fast SQL queries on structured data.

 

Within The Big Data Processing Model, Which Description Defines Where Cloud Pub/Sub Falls And The Role It Plays?

 

• Cloud Pub/Sub ingests event streams from anywhere, at any scale, for simple, reliable, real-time stream analytics.
• Cloud Pub/Sub stores data and ensures accessibility without compromising security.
• Cloud Pub/Sub processes queries, running them against a database of data to produce tables of the results.
• Cloud Pub/Sub analyzes data to capture insights to be used for more informed decision making.

 

 

BigQuery Has The Ability To Scale Seamlessly; What Is Another Benefit When It Comes To Infrastructure?

 

• Almost NoOps, with downtime-free upgrades and maintenance
• No queries
• Empty space storage
• ZeroOps, with governance or maintenance required