Supercharge Your ML Journey: Mastering Vectors in Linear Algebra - Part 1
Code - https://colab.research.google.com/dri...
PDF - https://drive.google.com/file/d/1E3Q2...
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⌚Time Stamps⌚
00:00:00 - Session start & agenda
00:01:20 - Linear algebra
00:09:21 - What are Vectors?
00:20:18 - Vector examples in Machine Learning
00:27:20 - Row and Column Vector
00:30:43 - Distance from origin ||A||
00:34:34 - Euclidean distance
00:43:54 - Scalar Addition/Subtraction (Shifting)
00:53:25 - Dot product
01:06:30 - Angle between 2 vectors
01:15:37 - Equation of a Hyperplane
01:30:52 - Session end