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Library/ Machine Learning (Supervised + Unsupervised)/ Machine Learning Foundations/ M01 · Build: What Machine Learning Is (rules vs learning)

subtopic

Types of machine learning

15 min applied25 min research2 curated resources

Map each type to one example from banking or energy. Concepts: Supervised, unsupervised, semi-supervised, self-supervised, reinforcement learning Project A: Supervised: default prediction. Unsupervised: personas. Semi-supervised: only some loans have known outcomes yet. Project B: Supervised: load forecast. Unsupervised: day types, anomalous hours. RL: storage dispatch.

Notes, key code, what to skip and 2 curated resources are inside the platform.Join the waitlist and we'll build you a roadmap that includes this topic only if your goal needs it.

Types of machine learning · 1x1labs.ai