Artificial Intelligence and Machine Learning Foundations for Business Leaders
- Understand the difference between AL, ML & Deep Learning
- Learn the principles and application of Machine Learning
- Decipher the role of Big Data and capitalize as an enabler of AI
- Derive value with analytics through applications of AI & ML
- Apply the science of Robotics to technology enabled business context
There are no prerequisites for this course.
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1
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Faculty Introduction & Areas of Expertise
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Learning Objective & Skill Outcomes
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Deciphering Artificial Intelligence
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Transformational Impact of AI on Human Lifes
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Chapter 1 Quiz
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Additional Learning Resources
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2
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Application of AI & Robotics
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Role of Big Data as an enabler of AI
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Navigating the AI Maturity Framework
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Chapter 2 Quiz
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Additional Learning Resources
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3
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Unravelling Machine Learning as a Discipline
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Differentiating Artificial Intelligence, Machine Learning and Deep Learning
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Varied types of Machine Learning
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Chapter 3 Quiz
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Additional Learning Resources
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4
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Disciplines of Data Science
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Drivers and Roles of AI & ML
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Artificial Intelligence & Machine Learning derived roles & skills
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Sample Tech Stack of AI & ML
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Chapter 4 Quiz
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Additional Learning Resources
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5
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The Process Approach to Data Science
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Challenges in the realm of AI
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Traits & Compof Data Professional
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Exploring and familiarizing with the Discipline of Analytics
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Chapter 5 Quiz
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Additional Learning Resources
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