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What is AI?
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1.Week 1 Introduction.mp4
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2.Machine Learning.mp4
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3.What is data .mp4
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4.The terminology of AI.mp4
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5.What makes an AI company .mp4
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6.What machine learning can and cannot do.mp4
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7.More examples of what machine learning can and cannot do.mp4
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8.Non-technical explanation of deep learning (Part 1, optional).mp4
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9.Non-technical explanation of deep learning (Part 2, optional).mp4
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- Quiz
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Building AI Projects
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1.Week 2 Introduction.mp4
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2.Workflow of a machine learning project.mp4
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3.Workflow of a data science project.mp4
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4.Every job function needs to learn how to use data.mp4
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5.How to choose an AI project (Part 1).mp4
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6.How to choose an AI project (Part 2).mp4
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7.Working with an AI team.mp4
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8.Technical tools for AI teams (optional).mp4
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- Quiz
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Building AI in Your Company
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1.Week 3 Introduction.mp4
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2.Case study Smart speaker.mp4
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3.Case study Self-driving car.mp4
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4.Example roles of an AI team.mp4
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5.AI Transformation Playbook (Part 1).mp4
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6.AI Transformation Playbook (Part 2).mp4
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7.AI pitfalls to avoid.mp4
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8.Taking your first step in AI.mp4
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9.Survey of major AI application areas (optional).mp4
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10.Survey of major AI techniques (optional).mp4
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- Quiz
- AI and Society
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6.AI and developing economies.mp4
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