Machine learning actually used to create the automated systems that can work itself without human interference. However, the AI-based machines also works automatically and machine learning is an integral part of AI helping engineers to develop automated models.

Over the past years machine learning process has helps AI developers to create many applications for different industries to work with automated system and serve their customers in more efficient and faster ways. The few of examples are automated email response, customer support through chatbots, virtual assistant devices, sentiment analysis, online search relevance and other repetitive tasks that can work itself while learning the behavior of users.

Further with the more improvement in machine learning process through right and more qualitative training data to develop the such models and provide the more automated machines and applications with better results. Cogito is one the well-known companies providing machine learning training data with best quality and accuracy. It is also involved in image annotation services to annotate data for AI and machine learning model training.

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