NumPy Tutorial for Beginners | NumPy Essential Training
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In this video we are going to see the basics of NumPy . These are the fundamentals of NumPy and essential trainings. we will see more and more in upcoming videos.
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//Chapters and time splits
00:00:00-00:01:02 Introduction
00:01:03-00:03:30 What you should know
00:03:31-00:05:38 Why should you use NumPy?
00:05:39-00:08:57 Python lists vs NumPy arrays
00:08:58-00:12:26 Jupyter Notebook basics
00:12:27-00:16:51 Array types and conversions between types
00:16:52-00:19:58 Multidimensional arrays
00:19:59-00:23:34 Creating arrays from lists and other Python structures
00:23:35-00:29:07 Intrinsic NumPy array creation
00:29:08-00:33:48 Creating arrays filled with constants values
00:33:49-00:36:38 Finding the shape and size of an array
00:36:39-00:40:01 Adding, removing and sorting elements
00:40:02-00:44:33 Copies and views
00:44:34-00:50:10 Reshaping arrays
00:50:11-00:55:53 Indexing and slicing
00:55:54-01:02:40 Joining and splitting arrays
01:02:41-01:07:26 Arithmetic operations and functions
01:07:27-01:11:47 Broadcasting
01:11:48-01:15:50 Aggregate functions
01:15:51-01:19:10 How to get unique items and counts
01:19:11-01:22:59 Transpose like operations
01:23:00-01:25:44 Reversing an array
01:25:45-01:26:16 Next steps