CMA’s Generative AI Online Certificate course consists of instructor recorded videos and synchronized PowerPoint presentations. This course also includes individual exercises that are meant to develop your knowledge on the use of AI tools within marketing practices. Though the course is an on-demand asynchronous course, the instructor will have some availability for questions relating to course content.
The following is a general outline of the course content (subject to change).
Module 1: Prompting Fundamentals
- Definitions and Foundational Concepts
- Prompting Basics: the fundamentals of creating good prompts
- ChatGPT Plus Advanced Functions: Custom Instructions, Plugins, Advanced Data Analysis
Module: Foundations of Generative AI
- Prompting Frameworks & Approaches: Key frameworks for more sophisticated prompting Chain of thought, tree of thought, and reflexion
- Prompt Library and GPTs
Module 3: Customer Centricity: Persona Mapping
- Finding insights into your customers: Using tools to source, export and analyze customer insights
- Creating customer personas: Develop a robust customer Personas
- Mapping features to benefits: Craft messages that resonate and engage
Module 4: Market Analysis through AI
- AI in Market Scanning: Techniques to unearth hidden trends and competitive actions.
- Tool and Techniques: Using frameworks.
- Applying advanced prompting methods: using an LLM to help gain insights
Module 5: Marketing Planning through AI
- Crafting AI-Driven Marketing Strategies: using a script to optimize email content creation and drafting nurture campaigns.
- Setting KPIs: Using LLMs to define metrics and approaches to budgeting.
- Applying advanced prompting methods: using and LLM to shape your content and marketing plan
Module 6: Messaging Mapping & Content Planning with AI
- AI-Enhanced Message Mapping: Craft messages that resonate and engage.
- Robust Communications Plans with AI: Establish a framework and springboard
- Tree of thought prompting to draft a message map and applying advanced frameworks
Module 7: Generating Ideas with AI
- Custom Instructions as an idea Partner
- Brainstorming: Using brainstorming prompts, tree of thought frameworks, Reflexion to generate ideas
- AI Conversations: Brainstorming ideas with a persona
Module 8: AI Infused Creative Development
- Crafting Creative Briefs with AI Insights: Ensure creativity meets data-driven insights for compelling campaigns.
- Brainstorming: Using AI like inversion and enhancement to expand upon your concepts.
- Perfecting Messages with AI: Ensure clarity, relevance, and engagement.
Module 9: Designing Content
- Ensuring consistent brand voice.
- Prompt chaining for effective content
- Using / designing custom GPTs
Module 10: Using Advanced Data Analysis on ChatGPT
- Customer segmentation
- Sentiment analysis
- Data visualization