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The unit-wise syllabus below is complete, so you can still plan what to study.
Unit I
Introduction to Data Science Concepts: Data Science Terminology, Process, Data Science toolkit, Types of data, Source of Data, data Collection & APIs, Exploring & Fixing Data, Data Storage & Management, Big Data, Big Data Technologies, Stages of Data Analytics.
Introduction to Machine Learning: Learning Theory, Hypothesis & Target Class, Inductive Bias & Bias Variance Tradeoff, Occam’s razor, approximation & estimation error, empirical & expected risk, ERM.
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As per the latest IPU syllabus — cross-check electives with your college.
Where can I download Fundamentals of Machine Learning (AIML204) notes for IPU?
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Fundamentals of Machine Learning (AIML204) is a semester 4 subject in the IPU B.Tech AI & ML (Artificial Intelligence and Machine Learning) (AI-ML) curriculum.
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