NumPy: Data analysis with Python - Part 4

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⏱ Timestamps
0:00 - Introduction
0:12 - NumPy Overview
2:07 - Performance Difference: NumPy vs Python
3:56 - The NumPy Array: Multidimensional Array Object
6:13 - Creating ndarrays
10:19 - Data Types for ndarrays
13:38 - Arithmetic with NumPy Arrays
16:29 - Basic Indexing and Slicing
23:16 - Boolean Indexing
26:41 - Fancy Indexing
28:58 - Transposing Arrays and Swapping Axes
30:32 - Pseudorandom Number Generation
33:38 - Universal Functions: Fast Element-Wise Array Functions
35:31 - Array-Oriented Programming with Arrays
36:59 - File Input and Output with Arrays
38:33 - Linear Algebra
39:51 - Example: Random Walks
41:35 - Summary
  1. Learning Python
  2. python
  3. data analysis
  4. python for data analysis
  5. Wes McKinney
  6. ipython
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Комментарии
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much better to watch your video than reading the book by myself, Thank you for making these videos

ryanadams
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Keep up the good work! Really enjoying these videos

joetowles
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Love your videos!!!! Started with the crash course for personal learning and now python for DA since thats the book my scripting class uses!! Great informative content!!

OnePeaceDivine
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Thank you so much for the video. But teacher, I am finding it very difficult how to make a code in python.

contehalimamy
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U are doing a great job then why u don't have great views 🤔

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