English | MP4 | AVC 1920×1080 | AAC 48KHz 2ch | 1h 05m | 316 MB
Data science is grounded in math and statistics, and NumPy turns Python into a powerful language for performing these kinds of computations. Learn the basics of NumPy and how to deal with large multidimensional arrays and matrices in Python in this hands-on session from Eric Greene.
Table of Contents
00:00:00 Introduction
00:00:59 Overview of Statistics with Python
00:03:55 Using NumPy Arrays
00:16:14 Creating NumPy Arrays (Demo)
00:32:23 Operations with NumPy Arrays
00:38:26 Performing Operations with NumPy Arrays (Demo)
00:50:36 Working with Array Elements
00:53:55 Indexing, Slicing, and Iterating (Demo)
01:02:35 Reshaping Arrays
01:03:17 Reshaping Arrays (Demo)
01:05:28 Conclusion
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