Data analysis in Python with pandas
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29 learners
What you'll learn
This course includes
- 11.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 38 lessons • 11.5 hours of video
Data analysis in Python with pandas
38 lessons
• 11.5 hours
Data analysis in Python with pandas
38 lessons
• 11.5 hours
- What is pandas? (Introduction to the Q&A series) 06:25
- How do I read a tabular data file into pandas? 08:55
- How do I select a pandas Series from a DataFrame? 11:11
- Why do some pandas commands end with parentheses (and others don't)? 08:46
- How do I rename columns in a pandas DataFrame? 09:37
- How do I remove columns from a pandas DataFrame? 06:36
- How do I sort a pandas DataFrame or a Series? 08:57
- How do I filter rows of a pandas DataFrame by column value? 13:45
- How do I apply multiple filter criteria to a pandas DataFrame? 09:52
- Your pandas questions answered! 09:07
- How do I use the "axis" parameter in pandas? 08:34
- How do I use string methods in pandas? 06:17
- How do I change the data type of a pandas Series? 07:29
- When should I use a "groupby" in pandas? 08:25
- How do I explore a pandas Series? 09:51
- How do I handle missing values in pandas? 14:28
- What do I need to know about the pandas index? (Part 1) 13:37
- What do I need to know about the pandas index? (Part 2) 10:38
- How do I select multiple rows and columns from a pandas DataFrame? 21:47
- When should I use the "inplace" parameter in pandas? 10:19
- How do I make my pandas DataFrame smaller and faster? 19:06
- How do I use pandas with scikit-learn to create Kaggle submissions? 13:26
- More of your pandas questions answered! 19:24
- How do I create dummy variables in pandas? 13:14
- How do I work with dates and times in pandas? 10:21
- How do I find and remove duplicate rows in pandas? 09:48
- How do I avoid a SettingWithCopyWarning in pandas? 13:30
- How do I change display options in pandas? 14:56
- How do I create a pandas DataFrame from another object? 14:26
- How do I apply a function to a pandas Series or DataFrame? 17:58
- How do I use the MultiIndex in pandas? 25:01
- How do I merge DataFrames in pandas? 21:49
- 4 new time-saving tricks in pandas 14:51
- 5 new changes in pandas you need to know about 20:55
- My top 25 pandas tricks 27:38
- 21 more pandas tricks 24:40
- Data Science Best Practices with pandas (PyCon 2019) 01:44:17
- Your pandas questions answered! (webcast) 01:56:02
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