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Top Use Cases of Machine Learning

CIOAdvisor Apac | Monday, July 26, 2021
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Machine learning uses algorithms and statistical models to conduct specific tasks without human interaction.

FREMONT, CA: People are living during a globally integrated technological revolution. Due to advances in computing power and machine learning applications, this is now possible. Artificial intelligence (AI) research has advanced dramatically in the first few decades of the twenty-first century. Machine learning has demonstrated to be one of the most successful and widely used technological applications, influencing a wide range of businesses and affecting numerous people on a daily basis.

Machine learning is a branch of artificial intelligence that includes the research and use of algorithms and statistical models that allow computer systems to accomplish specific tasks without human intervention. The application of machine learning paves the way for futuristic technology that individuals can employ in their daily lives.

When it comes to providing security for huge events, machine learning is crucial. The technology can help avoid false alarms and discover things human screeners might overlook for safety at significant public events.

Here are the top use cases that people must be aware of.

Personalized Marketing

In the marketing system, technology is gaining traction. The marketing sector separates clients related to behavioral and feature data utilizing machine learning characteristics. Marketers may target a specific audience with appropriate product influence due to digital advertising platforms. They are aware of customer needs and provide better quality product promotion.

Self-Driving Cars

Self-driving cars are one of the innovative technologies that make extensive use of machine learning. The elegance of self-driving cars is that they incorporate three critical types of machine learning, supervised, unsupervised, and reinforcement learning, into their design. Machine learning characteristics in smart cars include identifying objects around the vehicle, calculating the distance between the vehicle in front, determining the location of the pavement and traffic signal, assessing the driver's condition, and scene classification. Machine learning can also provide real-time guidance on traffic and road conditions.

Process Automation

Integrating AI and associated technologies such as computer vision, cognitive automation, and machine learning have resulted in Intelligent Process Automation (IPA). Companies gain a greater automation opportunity by combining these technologies under a single process, generating every business value for the firm. The machine learning technique can be used to replace manual data entering tasks with error-free insurance risk assessment.

See Also: Top 10 Enterprise Communication Solution Companies

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Process Automation

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