Video of the lecture.

Introduced, in an informal way, the notion of persistence of 1-dimensional holes in a data set, and explained how this persistence can be represented using barcodes.

Ended up with the definition of the degree n homology vector space H_n(K) of a simplicial complex K. For finite K this vector space has finite dimension equal to the Betti number β_n(K).