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Learn all essential numpy functions in this tutorial.
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Timeline:
00:00 - Introduction
00:50- Installation and Basics
02:11 - Array vs List
05:00 - Dot Product
06:00 - Speed Test array vs list
06:55 - Multidimensional (nd) arrays
11:12 - Indexing/Slicing/Boolean Indexing
15:25 - Reshaping
17:52 - Concatenation
19:40 - Broadcasting
21:10 - Functions and Axis
22:58 - Datatypes
24:12 - Copying
25:02 - Generating arrays
26:30 - Random numbers
29:06 - Linear Algebra (Eigenvalues / Solving Linear Systems)
30:48 - Loading CSV files
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