1. AI For Everyone

/learn/ai-for-everyone/home/welcomehttps://www.deeplearning.ai/

2. 课程概要

3. AI 影响到未来的工作

4. 课程目录

Course 1: AI for Everyone

AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone – especially your non-technical colleagues – to take.

4.1 Week 1: What is AI

IntroductionMachine LearningWhat is dataThe terminology of AIWhat makes an AI company?What Machine Learning can and cannot doIntuitive explanation of deep learning

4.2 Week 2: Building AI Projects

Workflow of a Machine Learning projectWorkflow of a Data Science projectEvery job function needs to learn to use dataHow to choose an AI projectWorking with an AI teamTechnical tools for AI teams

4.3 Week 3: AI in Your Company

Case study: Smart speakerCase study: Self-driving carExample roles of an AI teamAI Transformation PlaybookAI pitfalls to avoidTaking your first step in AISurvey of major AI applicationsSurvey of major AI techniques

4.4 Week 4: AI and Society

A realistic view of AIDiscrimination / BiasAdversarial attacksAdverse usesAI and developing nationsAI and jobsConclusion