Spécialisation AI for Marketing

Discover the transformative potential of Generative AI in the marketing landscape. This course offers an introduction to generative AI and explores its unique capabilities in the context of marketing. Learn to create compelling visual content and enhance customer engagement through advanced AI tools. Dive into the intricacies of training generative AI models and understand the pivotal role of human input in optimizing AI-driven strategies.

Learners will explore the limitations of generative AI tools, such as chatbots, and master the art of prompting and iterating with these systems. The course also covers the practical application of generative AI in customer acquisition and engagement, providing insights into evaluating its effectiveness. This course also covers discussion of the legal debates surrounding generative AI, the concept of fair use, and potential brand concerns. By the end of this course, you will be equipped with the knowledge and skills to harness generative AI responsibly and effectively for marketing success.

Artificial Intelligence (AI) is transforming industries by enhancing personalization and customer experience. This course, "AI's Existing Impact," delves into the benefits of personalization for brands, helping you distinguish between personalization and customization. You will learn to identify opportunities to leverage AI to support personalization efforts and understand different approaches used in implementing personalization algorithms.

The course also covers content moderation challenges and helps you assess the tradeoffs between the benefits and risks of personalization algorithms in various contexts. You'll explore different approaches to building recommendation systems and learn how organizations can monetize these systems' results. Additionally, you'll uncover the shortcomings of recommendation systems, including their predictive limitations and societal effects. Explore how chatbots are built and how marketing organizations can utilize them to improve customer experiences. You'll assess the opportunities and challenges of implementing chatbots in marketing and understand factors affecting consumer acceptance of AI.

This course covers how to drive customer equity and transform your marketing strategies using generative AI. Delve into the foundational components of customer equity and understand the impacts on long-term business success. Learn to evaluate marketing tactics through the lens of customer equity and identify opportunities where AI can enhance these efforts.

Explore the most effective tactics for customer acquisition and discover how AI can make these processes more efficient and impactful. Gain insights into the analytic foundations of modeling customer retention and uncover how AI can support retention strategies. The course also highlights the role of automation in modern marketing tactics and the benefits of using experimentation to evaluate AI's impact. Learners will assess how AI can optimize marketing operations, contributing to more efficient and effective campaigns. Join and learn the skills to harness AI for improving customer acquisition, retention, and overall equity, driving sustainable growth for your organization.

Put everything you learned in the AI in Marketing Specialization into practice in this capstone project. This course asks learners to explore AI implementations in marketing--connecting to customer equity, demonstrating generative AI's content production capabilities, and describing its impact on customer experience.