LLMOps Fundamentals

LLMOps Fundamentals

Explore LLMOps fundamentals for generative AI applications. Learn how effective management and operations transition prototypes to real-world use cases with Krasamo’s specialized services.

Introduction to Machine Learning

Introduction to Machine Learning

Machine learning, a subfield of AI, has become a crucial component of developing tools and applications for data analysis and decision-making in the digital age.

What is Machine Learning?

What is Machine Learning?

Machine Learning is an application in which machines can learn automatically from their experiences or train data to make predictions detecting patterns and creating its own rules.

IIoT-Driven Transformation: Boosting Industrial Efficiency & Innovation

IIoT-Driven Transformation: Boosting Industrial Efficiency & Innovation

This paper discusses the transformative potential of the Industrial Internet of Things (IIoT) in enhancing operational efficiency and reducing expenses in plants and buildings. By leveraging wireless sensors, data collection, analytics, and machine learning, IIoT systems create a competitive advantage through improved interoperability and connectivity. We explore the factors driving IIoT adoption, the benefits it offers, and the different types of IIoT software. The paper also highlights Krasamo’s expertise in IoT consulting services and their comprehensive range of IoT offerings to help enterprises implement and benefit from IIoT systems.

Creating a Machine Learning Use Case: Steps and Considerations

Creating a Machine Learning Use Case: Steps and Considerations

This article discusses the steps and considerations for creating a machine learning use case to improve business processes. It explains the concept of machine learning and the importance of data quality and volume in creating accurate predictions. The article outlines the steps in creating an ML use case, including defining the problem, collecting and preparing data, defining product objectives and metrics, training and evaluating the model, and deploying the model. The article also discusses the types of ML problems and how to discover ML use cases in existing business processes. Overall, the article emphasizes the importance of understanding business problems and identifying opportunities to use ML to create enhanced solutions.

About Us: Krasamo is a mobile-first Machine Learning and consulting company focused on the Internet-of-Things and Digital Transformation.


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