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gauthiermartin / ai-learning

A simple project to keep track of my AI learning
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[Course] - Pandas Video #2

Open gauthiermartin opened 4 years ago

gauthiermartin commented 4 years ago

https://github.com/gauthiermartin/pandas-videos

gauthiermartin commented 4 years ago

Here is a link to the youtube playlist : https://www.youtube.com/playlist?list=PL5-da3qGB5ICCsgW1MxlZ0Hq8LL5U3u9y

gauthiermartin commented 4 years ago
Course Number URL Completed
1 What is pandas? (Introduction to the Q&A series) ✅
2 How do I read a tabular data file into pandas? ✅
3 How do I select a pandas Series from a DataFrame? ✅
4 Why do some pandas commands end with parentheses (and others don't)? ✅
5 How do I rename columns in a pandas DataFrame? ✅
6 How do I remove columns from a pandas DataFrame? ✅
7 How do I sort a pandas DataFrame or a Series? ✅
8 How do I filter rows of a pandas DataFrame by column value? ✅
9 How do I apply multiple filter criteria to a pandas DataFrame? ✅
10 Your pandas questions answered! ✅
11 How do I use the "axis" parameter in pandas? ✅
12 How do I use string methods in pandas? ✅
13 How do I change the data type of a pandas Series? ✅
14 When should I use a "groupby" in pandas? ✅
15 How do I explore a pandas Series? ✅
16 How do I handle missing values in pandas?
17 What do I need to know about the pandas index? (Part 1)
18 What do I need to know about the pandas index? (Part 2)
19 How do I select multiple rows and columns from a pandas DataFrame?
20 When should I use the "inplace" parameter in pandas?
21 How do I make my pandas DataFrame smaller and faster?
22 How do I use pandas with scikit-learn to create Kaggle submissions?
23 More of your pandas questions answered!
24 How do I create dummy variables in pandas?
25 How do I work with dates and times in pandas?
26 How do I find and remove duplicate rows in pandas?
27 How do I avoid a SettingWithCopyWarning in pandas?
28 How do I change display options in pandas?
29 How do I create a pandas DataFrame from another object?
30 How do I apply a function to a pandas Series or DataFrame?
31 How do I use the MultiIndex in pandas?
32 How do I merge DataFrames in pandas?
33 4 new time-saving tricks in pandas
34 5 new changes in pandas you need to know about
35 My top 25 pandas tricks
36 Data Science Best Practices with pandas (PyCon 2019)
37 Your pandas questions answered! (webcast)