You need to build a solution to monitor Twitter. The solution must meet the following requirements:✑ Send an email message to the marketing department when negative Twitter messages are detected.✑ Run sentiment analysis on Twitter messages that mention specific tags.✑ Use the least amount of custom code possible.Which two services should you include in the solution? Each correct answer presents part of the solution.NOTE: Each correct selection is worth one point.
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.After you answer a question, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.You have Azure IoT Edge devices that generate streaming data.On the devices, you need to detect anomalies in the data by using Azure Machine Learning models. Once an anomaly is detected, the devices must add information about the anomaly to the Azure IoT Hub stream.Solution: You expose a Machine Learning model as an Azure web service.Does this meet the goal?
HOTSPOT -You plan to deploy an Azure Data Factory pipeline that will perform the following:✑ Move data from on-premises to the cloud.✑ Consume Azure Cognitive Services APIs.You need to recommend which technologies the pipeline should use. The solution must minimize custom code.What should you include in the recommendation? To answer, select the appropriate options in the answer area.NOTE: Each correct selection is worth one point.Hot Area:
Your company has a data team of Transact-SQL experts.You plan to ingest data from multiple sources into Azure Event Hubs.You need to recommend which technology the data team should use to move and query data from Event Hubs to Azure Storage. The solution must leverage the data team's existing skills.What is the best recommendation to achieve the goal? More than one answer choice may achieve the goal.
Your company has a data team of Scala and R experts.You plan to ingest data from multiple Apache Kafka streams.You need to recommend a processing technology to broker messages at scale from Kafka streams to Azure Storage.What should you recommend?
HOTSPOT -You are designing a solution that will analyze bank transactions in real time. The transactions will be evaluated by using an algorithm and classified into one of five groups. The transaction data will be enriched with information taken from Azure SQL Database before the transactions are sent to the classification process. The enrichment process will require custom code. Data from different banks will require different stored procedures.You need to develop a pipeline for the solution.Which components should you use for data ingestion and data preparation? To answer, select the appropriate options in the answer area.NOTE: Each correct selection is worth one point.Hot Area:
