Mathematics

Deep (learning) like Jacques Cousteau - Part 7 - Matrices

6 minute read

(TL;DR: matrices are rectangular arrays of numbers.)

Deep (learning) like Jacques Cousteau - Part 6 - Dot products

3 minute read

(TL;DR: Start with two vectors with equal numbers of elements. Multiply them element-wise. Sum the results. This is the dot product.)

Deep (learning) like Jacques Cousteau - Part 5 - Vector addition

6 minute read

(TL;DR: You can add vectors that have similar dimensions.)

Deep (learning) like Jacques Cousteau - Part 4 - Scalar multiplication

2 minute read

(TL;DR: Multiply a vector by a scalar one element at a time.)

Deep (learning) like Jacques Cousteau - Part 3 - Vectors

3 minute read

(TL;DR: Vectors are ordered lists of numbers.)

Deep (learning) like Jacques Cousteau - Part 2 - Scalars

3 minute read

(TL;DR: Scalars are single numbers.)

Deep (learning) like Jacques Cousteau - Part 1 - Sets

4 minute read

(TL;DR: I’m going to go deep into deep learning. Sets are collections of things.)