3Innovating with Google Cloud artificial intelligence

• 3.1AI and machine learning fundamentals

  Understand the relationship between artificial intelligence (AI), machine learning (ML), and generative AI; the difference between supervised and unsupervised learning; how the quality and quantity of training data drive results; and the importance of responsible AI such as fairness, accountability, and privacy—from a business perspective.

• 3.2Google Cloud AI/ML solutions

  Understand the roles and selection of Google Cloud AI/ML solutions: Vertex AI for building and using AI/ML, Gemini at the core of generative AI, ready-to-use pretrained APIs (Vision, Speech-to-Text, Natural Language, Translation), BigQuery ML for SQL-based machine learning, Document AI for document processing, and Conversational Agents for customer service.