Start your journey into ai business models with foundational concepts and hands-on exercises designed for newcomers.
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Basic algebra and statistics helpful but not required
Any programming experience; Python preferred
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BeginnerFollow these courses in order to complete the learning path. Click on any course to enroll.
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This specialization from the University of Pennsylvania covers the fundamentals of using Big Data, Artificial Intelligence, and Machine Learning to support business. It includes modules on effective marketing strategies using data analytics and how personalization can enhance the customer journey.
AI for Business: Complete Course for Non-Programmers
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Start your journey into ai business models with foundational concepts and hands-on exercises designed for newcomers.
You'll work through Understand core concepts and foundations; Build your first projects with guided tutorials; Gain confidence with hands-on exercises; Build and train machine learning models from scratch; Understand supervised, unsupervised, and reinforcement learning paradigms; Evaluate model performance using industry-standard metrics.
About 68 hours of study across 12 courses — and you can go at your own pace.
It's pitched at beginner level — a solid starting point if you're new to the topic.
12 curated courses, sequenced from foundational to advanced.
Around $49 total if you buy every course — but many include free audit options.
Enroll in this path to track your progress and stay motivated.