DATABRICKS 生成式 AI 基础知识（重复）.pdf

1、2024 Databricks Inc.All rights reservedDatabricks AcademyDatabricks Academy202320231Generative Generative AI AI FundamentalsFundamentals2024 Databricks Inc.All rights reservedQuestions Everyone Asks Is Generative AI a threat or an opportunity for my business?How exactly can I use Generative AI to ga

2、in a competitive advantage?How can I use my data securely with Generative AI?2024 Databricks Inc.All rights reservedSession goalsUpon completion of this content,you should be able to:Describe how generative artificial intelligence(AI)is being used to revolutionize practical AI applications1234Descri

3、be how Generative AI models works and discuss their potential business uses casesDescribe how a data organization can find initial success with generative AI applicationsRecognize the potential legal and ethical considerations of utilizing generative AI for applications and within the workplace.2024

4、 Databricks Inc.All rights reservedCourse Agenda1.Introducing Generative AIGenerative AI BasicsLLMs and Generative AI02.Finding Success with Generative AILLM ApplicationsGenerative AI with Databricks MLAI Adoption Preparation03.Assessing Potential Risks and ChallengesLegalityEthical ConsiderationsHu

5、man-AI InteractionAGENDA2024 Databricks Inc.All rights reservedIntroducing Generative AI:5Generative Generative AI BasicsAI Basics2024 Databricks Inc.All rights reservedWhat is Generative AI?Artificial Intelligence:A multidisciplinary field of computer science that aims to create systems capable of

6、emulating and surpassing human-level intelligence.Artificial Intelligence(AI)Machine Learning(ML)Deep Learning(DL)Machine Learning:Learn from existing data and make predictions/prediction without being explicitly programmed.Generative AIDeep Learning:Uses“artificial neural networks”to learn from dat