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Udacity

Leveraging Data with AI

via Udacity

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Overview

Explore how AI supports product workflows through machine learning use cases, recommendation systems, and forecasting models. Translate data requirements, performance metrics, and AI capabilities into structured product requirements.

Syllabus

  • Using AI and Machine Learning in Business
    • Discover how AI and ML technologies can revolutionize business processes, from automating tasks to enabling smarter decision-making and innovation for a competitive edge.
  • AI Personalization and Unsupervised Machine Learning
    • Learn how techniques such as recommendation engines and clustering algorithms can be used to create personalized product experiences.
  • Predicting the Future with AI
    • This lesson covers regressions and time series basics, how they're used in industry, and how to consider the data requirements to train these models.
  • Product Requirements Document (PRD) for an AI-Enabled Gift Recommendation System MVP
    • Create a PRD for an AI-enabled gift recommendation system that leverages existing customer data to encourage gift purchases on an e-commerce platform

Taught by

Jasmine Lawrence Campbell, Anurag Srivastava, Leo Zhu and Brad Nemer

Reviews

5 rating at Udacity based on 2 ratings

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