Data analysis in Python with pandas
5.0
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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 pandas14:51
- 5 new changes in pandas you need to know about20:55
- My top 25 pandas tricks27:38
- 21 more pandas tricks24:40
- Data Science Best Practices with pandas (PyCon 2019)01:44:17
- Your pandas questions answered! (webcast)01:56:02
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