Learn the differences between Azure Machine Learning, Azure Bot Service, and Azure Cognitive Services and how to choose the best service for your AI scenario.
Table of Contents
Question
Tradewind Traders has recently migrated to Azure cloud services and management wants to start developing AI solutions. Management requires the development of an app that will predict future outcomes based on private historical data. Which Azure service will you recommend to management?
A. Azure Machine Learning
B. Azure Bot Service
C. Azure Cognitive Services
Answer
A. Azure Machine Learning
Explanation
Azure Machine Learning is a platform for making predictions. It consists of tools and services that allow you to connect to data to train and test models to accurately predict a future result.
The correct answer is A. Azure Machine Learning. Azure Machine Learning is a cloud-based service that allows you to create, train, deploy, and manage machine learning models using various tools and frameworks. Azure Machine Learning enables you to use your own data to build custom models that can predict future outcomes based on historical patterns. Azure Machine Learning also provides automated machine learning, which simplifies the process of selecting and tuning the best algorithm for your data.
Azure Bot Service and Azure Cognitive Services are not suitable for this scenario because they do not allow you to use your own data to train custom models. Azure Bot Service is a service that enables you to build intelligent chatbots and virtual assistants that can interact with users across multiple channels. Azure Cognitive Services are a set of pre-built and customizable APIs and models that provide various AI capabilities such as vision, speech, language, and decision. These services are designed to solve general problems and do not require any machine learning or data science knowledge to use.
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