Artificial Intelligence for Marketing

Übersicht

Artificial intelligence is no longer a distant concept reserved for data scientists and engineers — it is the engine driving modern marketing success. In this course, you'll move past the hype and build a functional understanding of how AI, machine learning, and generative AI are transforming the marketing landscape.

You'll distinguish between types of AI, explore practical applications for natural language processing, computer vision, and conversation bots, and discover how machine learning enables smarter personalization, advertising, and customer engagement. You'll discove not just how the technology works, but how to apply it strategically — evaluating data quality, selecting the right projects, navigating internal resistance, and using generative AI as a creative collaborator.

By the end, you'll have the confidence and practical skills to champion AI initiatives in your organization and stay ahead in a rapidly changing industry.

Lehrplan

• What is Artificial Intelligence?
AI is reshaping the marketing landscape, but success requires moving past the hype to understand functional tools. In this module, you’ll distinguish between science fiction and business reality while identifying how language, vision, and robotics can drive practical results.
• What Makes Machine Learning Different?
Traditional programming follows strict rules, but machine learning allows software to derive its own rules from data. In this module, you’ll apply supervised, unsupervised, and reinforcement learning techniques to solve complex marketing problems like lead qualification and campaign optimization.
• Where Machine Learning Shines
Managing millions of customers with thousands of attributes requires more than just a spreadsheet. In this module, you’ll utilize machine learning to manage high-dimensional data, automate programmatic advertising, and deliver deep personalization at scale.
• Onboarding AI Tips
Implementing AI requires more than just technical skill; it demands clear goals and a strong data foundation. In this module, you’ll build strategies to ensure data quality, choose the right projects, and navigate corporate culture to launch successful AI initiatives.
• Being a Valuable Human
AI is a powerful tool, but it lacks the empathy and reasoning that only humans provide. In this module, you’ll hone your unique human superpowers—like integrated cognition—to collaborate with AI agents and prepare for a future of machine-to-machine marketing.

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Unterrichtet von

Madecraft

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Fachgebiete

Business