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Trailhead

Get Started with Artificial Intelligence

Salesforce via Trailhead

Overview

Learn how artificial intelligence works and how to use it effectively and responsibly.
  • Learn the basics of AI and the tech behind its amazing capabilities.
  • Discover the capabilities of generative AI and the technology that powers it.
  • Learn how AI enables computers to interpret and generate natural human language.
  • Learn the importance of data and ethics to prep for the AI innovations shaping our future.
  • Learn the data analytics types and how theyre applied to common use cases.
  • Learn the concepts of correlation and regression to better analyze data.
  • Remove bias from your data and algorithms to create ethical AI systems at your company.
  • Learn techniques to create high-quality images with artificial intelligence.

Syllabus

  • Artificial Intelligence Fundamentals
    • Get Started with Artificial Intelligence
    • Turn Data into Models
    • Understand the Need for Neural Networks
  • Generative AI Basics
    • Explore the Capabilities of Generative AI
    • Understand the Technology Ecosystem of Generative AI
  • Natural Language Processing Basics
    • Get to Know Natural Language Processing
    • Learn About Natural Language Parsing
  • Data Fundamentals for AI
    • Learn About Data and AI
    • Understand Data and Its Significance
    • Discover AI Techniques and Applications
    • Know Data Ethics, Privacy, and Practical Implementation
  • Data Analytics Fundamentals
    • Explore Data Analytics Types
    • Understand Common Data Analysis Use Cases
    • Take Data Analytics to the Cloud
  • Correlation and Regression
    • Examine Correlation in Data
    • Discover Relationships Using Linear Regression
  • Responsible Creation of Artificial Intelligence
    • Understand the Ethical Use of Technology
    • Recognize Bias in Artificial Intelligence
    • Remove Bias from Your Data and Algorithms
    • Create Responsible Generative AI
  • Generative AI for Images
    • Explore Image Generation Models
    • Use Generative AI for Art Effectively and Responsibly

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