CEC028 - Applied Generative AI for Marketers
Course Description
Generative AI has transformed marketing forever. Beyond creating content, marketers can now analyze data, model scenarios, and tackle complex problems. This course prepares marketing professionals to drive impact by leveraging these capabilities while being grounded in their limitations.
Starting with the fundamentals of the technology, students will work through real-life marketing challenges with GenAI as your copilot. Despite the seismic shift in how marketers execute, the fundamentals of good marketing remain unchanged. This course is about marketing as much as it is about AI and will bring strategic marketing topics into focus.
Course Outline
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Introduction to AI, Machine Learning, Deep Learning, and Generative AI
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How Large Language Models (LLMs) work
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Prompt engineering and other techniques to improve LLM Performance
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Working with AI as a Marketer
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Overview of AI tools and platforms including AI Browsers
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Analyze a market and competitors
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Build customer segments using behavioral and descriptor data
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Develop positioning map
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Derive personas
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Design a product that meets consumer preferences
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Conduct keyword research
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Build creative and media plan including optimal channel mix
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Measure marketing impact through ROI and attribution modeling
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Optimize a paid search campaign
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Optimize landing pages and creative
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Analyze competitor ads
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Using AI platforms via command-line interface instead of browser and desktop apps
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Assemble an AI-powered marketing team using local AI agents that perform marketing activities such as content generation, SEO, campaign analysis, and data analysis
Notes
- This is an intensive, hands-on course. Participants should plan to spend 5+ hours a week on reading and assignments.
- AI capabilities are evolving rapidly – session topics are subject to change.
- AI tools/capabilities used in the course may require a paid subscription or incur costs.
Applies Towards the Following Certificates
- Digital Marketing : Electives