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September 23, 2023

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This course includes:

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Description

Measure Theory. Instructor: Prof. Inder K. Rana, Department of Mathematics, IIT Bombay. This is a course on the concepts of Measure and Integration.

The course covers lessons in Extended real numbers, Algebra and sigma algebra of a subsets of a set, Sigma algebra generated by a class, Monotone class, Set functions, Countably additive set functions on intervals, Uniqueness problem for measure, Extension of measure, Outer measure and its properties, Measurable sets, Lebesgue measure and its properties, Measurable functions, Monotone convergence theorem and Fatou's lemma, Dominated convergence theorem, Lebesgue integral and its properties, Product measure, Computation of product measure, Fubini's theorems, and Lebesgue measure and integral on R2 (from nptel.ac.in)

Course Curriculum

  • Lecture 01 – Introduction, Extended Real Numbers Unlimited
  • Lecture 02 – Introduction, Extended Real Numbers (cont.) Unlimited
  • Lecture 03 – Algebra and Sigma Algebra of a Subsets of a Set Unlimited
  • Lecture 04 – Algebra and Sigma Algebra of a Subsets of a Set (cont.) Unlimited
  • Lecture 05 – Sigma Algebra Generated by a Class Unlimited
  • Lecture 06 – Sigma Algebra Generated by a Class (cont.) Unlimited
  • Lecture 07 – Monotone Class Unlimited
  • Lecture 08 – Monotone Class (cont.) Unlimited
  • Lecture 09 – Set Functions Unlimited
  • Lecture 10 – Set Functions (cont.) Unlimited
  • Lecture 11 – The Length Function and its Properties Unlimited
  • Lecture 12 – The Length Function and its Properties (cont.) Unlimited
  • Lecture 13 – Countably Additive Set Functions on Intervals Unlimited
  • Lecture 14 – Countably Additive Set Functions on Intervals (cont.) Unlimited
  • Lecture 15 – Uniqueness Problem for Measure Unlimited
  • Lecture 16 – Uniqueness Problem for Measure (cont.) Unlimited
  • Lecture 17 – Extension of Measure Unlimited
  • Lecture 18 – Extension of Measure (cont.) Unlimited
  • Lecture 19 – Outer Measure and its Properties Unlimited
  • Lecture 20 – Outer Measure and its Properties (cont.) Unlimited
  • Lecture 21 – Measurable Sets Unlimited
  • Lecture 22 – Measurable Sets (cont.) Unlimited
  • Lecture 23 – Lebesgue Measure and its Properties Unlimited
  • Lecture 24 – Lebesgue Measure and its Properties (cont.) Unlimited
  • Lecture 25 – Characterization of Lebesgue Measurable Sets Unlimited
  • Lecture 26 – Characterization of Lebesgue Measurable Sets (cont.) Unlimited
  • Lecture 27 – Measurable Functions Unlimited
  • Lecture 28 – Measurable Functions (cont.) Unlimited
  • Lecture 29 – Properties of Measurable Functions Unlimited
  • Lecture 30 – Properties of Measurable Functions (cont.) Unlimited
  • Lecture 31 – Measurable Functions on Measure Spaces Unlimited
  • Lecture 32 – Measurable Functions on Measure Spaces (cont.) Unlimited
  • Lecture 33 – Integral of Nonnegative Simple Measurable Functions Unlimited
  • Lecture 34 – Integral of Nonnegative Simple Measurable Functions (cont.) Unlimited
  • Lecture 35 – Properties of Nonnegative Simple Measurable Functions Unlimited
  • Lecture 36 – Properties of Nonnegative Simple Measurable Functions (cont.) Unlimited
  • Lecture 37 – Monotone Convergence Theorem and Fatou’s Lemma Unlimited
  • Lecture 38 – Monotone Convergence Theorem and Fatou’s Lemma (cont.) Unlimited
  • Lecture 39 – Properties of Integrable Functions and Dominated Convergence Theorem Unlimited
  • Lecture 40 – Properties of Integrable Functions and Dominated Convergence Theorem (cont.) Unlimited
  • Lecture 41 – Dominated Convergence Theorem and Applications Unlimited
  • Lecture 42 – Dominated Convergence Theorem and Applications (cont.) Unlimited
  • Lecture 43 – Lebesgue Integral and its Properties Unlimited
  • Lecture 44 – Lebesgue Integral and its Properties (cont.) Unlimited
  • Lecture 45 – Product Measure, an Introduction Unlimited
  • Lecture 46 – Product Measure, an Introduction (cont.) Unlimited
  • Lecture 47 – Construction of Product Measures Unlimited
  • Lecture 48 – Construction of Product Measures (cont.) Unlimited
  • Lecture 49 – Computation of Product Measure Unlimited
  • Lecture 50 – Computation of Product Measure (cont.) Unlimited
  • Lecture 51 – Computation of Product Measure (cont.) Unlimited
  • Lecture 52 – Computation of Product Measure (cont.) Unlimited
  • Lecture 53 – Integration on Product Spaces Unlimited
  • Lecture 54 – Integration on Product Spaces (cont.) Unlimited
  • Lecture 55 – Fubini’s Theorem Unlimited
  • Lecture 56 – Fubini’s Theorem (cont.) Unlimited
  • Lecture 57 – Lebesgue Measure and Integral on R2 Unlimited
  • Lecture 58 – Lebesgue Measure and Integral on R2 (cont.) Unlimited
  • Lecture 59 – Properties of Lebesgue Measure on R2 Unlimited
  • Lecture 60 – Properties of Lebesgue Measure on R2 (cont.) Unlimited
  • Lecture 61 – Lebesgue Integral on R2 Unlimited
  • Lecture 62 – Lebesgue Integral on R2 (cont.) Unlimited

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