Master Data Analysis with Python – Selecting Subsets of Data

سرفصل های دوره

Continue your data analysis journey with Python by mastering the fundamentals of the pandas library

1. Introduction

1. Take Master Data Analysis with Python - Intro to Pandas First

2.1 Master_Data_Analysis_with_Python_-_Intro_to_Pandas_by_Ted_Petrou_20211123.zip

2. Downloading the Course Material

3. Going through the Course Material

4. A Note on Exercise Solution Videos

2. Selecting Subsets of Data from DataFrames with just the brackets

1. Intro to Subset Selection

2. Selecting with Just the Brackets

3. Exercises

3. Selecting Subsets of Data from DataFrames with loc

1. Simultaneous row and column subset selection

2. Slice Notation with loc

3. Other Subset Selections with loc

4. Exercises

4. Selecting Subsets of Data with iloc

1. Simultaneous row and column subset selection

2. Exercises

5. Selecting Subsets of Data from a Series

1. Selecting Subsets of Data from a Series

2. Exercises

6. Boolean Selection Single Conditions

1. Boolean Selection Single Conditions

2. Practical Boolean Selection

3. Exercises

7. Boolean Selection Multiple Conditions

1. Different logical operators for boolean Series

2. Inverting a condition with the not operator

3. Many equality conditions in a single column

8. Boolean Selection More

1. Boolean Selection on a Series

2. Simultaneous boolean selection of rows and column labels with loc

3. Column to Column Comparison

4. Filter for Missing Values

9. Filtering with the query Method

1. Intro to the query Method

2. Column to Column Comparison within the query method

3. Arithmetic Operations within query

4. Reference Variable Names

5. Selecting Columns with query

6. Summary of the query Method

10. Taking the Certification Exam

1. Going to the Exam Website

2. Completing the Exam

3. Submitting the Exam

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تولید کننده: Udemy-Training