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Unsupervised Machine Learning: Unlocking the Potential of Data

via GetSmarter

Overview

Reimagine the untapped potential of your underutilized data by employing unsupervised machine learning techniques.

On completion of this course, you’ll walk away with: The ability to harness previously unused data within your organization to deploy ML models. The technical foundation needed to address business challenges and drive AI initiatives through representation learning. An understanding of the challenges, opportunities, and important considerations of generative models. The skills to evaluate and interact with existing pre-trained models and leverage these effectively in your organization. The skills required to build transparent and interpretable ML models in your context.

Syllabus

  • Orientation module: Welcome to your Online Campus
  • Module 1: The potential of data
  • Module 2: Learning and leveraging representations
  • Module 3: Generative models
  • Module 4: AI building blocks
  • Module 5: Adapting AI tools
  • Module 6: Challenges and the future

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