Lec-3.20 Pandas-12 Working with Time Series Data (Arif Butt @ Data Science)
0:00 Introduction
2:14 Learning Agenda
3:08 Recap of Python's Built-in Time and Datetime Modules
8:05. Overview of Pandas Time Series Data Structures
9:01 Converting Strings to Pandas DateTime64 type
11:07. Convert a Scalar String to DateTime
13:19. Convert Pandas Series to DateTime
14:00. Handling Issues of DateTime Formats
17:48. Convert a Single Integer to Pandas DateTime
19:34. Practicing with a Simple Dataset
23:39 Practicing with UFO Dataset
29:55 Practicing with Crypto-Currency Dataset
38:48 Concept of Up Sampling and Down Sampling
43:23 Bonus:
email: [email protected], [email protected], [email protected]
Lecture Slides and Resources: http://arifbutt.me
Jupyter notebooks: https://github.com/arifpucit/data-sci...