By edX with Columbia University
Review and refresh key mathematical concepts including discrete math, calculus, linear algebra, probability theory, and programming fundamentals to prepare for advanced AI coursework.
Solid math refresher from prestigious Columbia University, but limited recent student feedback makes it hard to assess current effectiveness and content freshness.
Covers essential AI math topics from Columbia University. Positioned as refresher rather than comprehensive treatment, may lack depth for complete beginners.
Professor from Columbia CS department with NLP expertise. Limited specific feedback available but institutional reputation suggests quality instruction.
edX platform generally reliable with university-backed content. Users report interface could be more engaging and certificates are expensive.
At $135 discounted from $150 for Columbia certificate, reasonable pricing for prestigious university credential in AI fundamentals.
Should adequately prepare learners for advanced AI courses. Two-part structure covers both math and programming prerequisites effectively.
You have programming experience and need to refresh math fundamentals before advanced AI study
Ideal bridge course for those with technical background looking to formalize their AI mathematics knowledge with prestigious credential.
You're a complete beginner to programming or mathematics
Prerequisites include Python experience and advanced math performance; not designed as introductory course for absolute beginners.
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