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Pandas In Action, Video Edition
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Take the next steps in your data science career! This friendly and hands-on guide shows you how to start mastering Pandas with skills you already know from spreadsheet software. In Pandas in Action you will learn
Import datasets, identify issues with their data structures, and optimize them for efficiency Sort, filter, pivot, and draw conclusions from a dataset and its subsets Identify trends from text-based and time-based data Organize, group, merge, and join separate datasets Use a GroupBy object to store multiple DataFrames Pandas has rapidly become one of Python’s most popular data analysis libraries. In Pandas in Action, a friendly and example-rich introduction, author Boris Paskhaver shows you how to master this versatile tool and take the next steps in your data science career. You’ll learn how easy Pandas makes it to efficiently sort, analyze, filter and munge almost any type of data.
about the audience
For readers experienced with spreadsheets and basic Python programming.
Published 9/2021
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TutsNode.com.txt
63 B
[TutsNode.com] - Pandas in Action, Video Edition/02-Chapter 1. Introducing pandas.mp4
57.1 MB
[TutsNode.com] - Pandas in Action, Video Edition/03-Chapter 1. Pandas vs. graphical spreadsheet applications.mp4
77.6 MB
[TutsNode.com] - Pandas in Action, Video Edition/04-Chapter 1. A tour of pandas.mp4
35.7 MB
[TutsNode.com] - Pandas in Action, Video Edition/05-Chapter 1. Counting values in a Series.mp4
38.7 MB
[TutsNode.com] - Pandas in Action, Video Edition/06-Chapter 2. The Series object.mp4
36.5 MB
[TutsNode.com] - Pandas in Action, Video Edition/07-Chapter 2. Customizing the Series index.mp4
31.9 MB
[TutsNode.com] - Pandas in Action, Video Edition/08-Chapter 2. Creating a Series from Python objects.mp4
31.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/09-Chapter 2. Mathematical operations.mp4
45.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/11-Chapter 2. Passing the Series to Python’s built-in functions.mp4
27 MB
[TutsNode.com] - Pandas in Action, Video Edition/12-Chapter 3. Series methods.mp4
43.5 MB
[TutsNode.com] - Pandas in Action, Video Edition/13-Chapter 3. Sorting a Series.mp4
31.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/14-Chapter 3. Counting values with the value_counts method.mp4
27.1 MB
[TutsNode.com] - Pandas in Action, Video Edition/15-Chapter 3. Invoking a function on every Series value with the apply method.mp4
36.8 MB
[TutsNode.com] - Pandas in Action, Video Edition/16-Chapter 4. The DataFrame object.mp4
32.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/17-Chapter 4. Shared and exclusive attributes of Series and DataFrames.mp4
24.5 MB
[TutsNode.com] - Pandas in Action, Video Edition/18-Chapter 4. Sorting a DataFrame.mp4
49.2 MB
[TutsNode.com] - Pandas in Action, Video Edition/19-Chapter 4. Selecting rows from a DataFrame.mp4
33.3 MB
[TutsNode.com] - Pandas in Action, Video Edition/20-Chapter 4. Extracting values from Series.mp4
41.6 MB
[TutsNode.com] - Pandas in Action, Video Edition/21-Chapter 5. Filtering a DataFrame.mp4
42.6 MB
[TutsNode.com] - Pandas in Action, Video Edition/22-Chapter 5. Filtering by a single condition.mp4
37.6 MB
[TutsNode.com] - Pandas in Action, Video Edition/23-Chapter 5. Filtering by condition.mp4
41.6 MB
[TutsNode.com] - Pandas in Action, Video Edition/24-Chapter 5. The drop_duplicates method.mp4
59.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/26-Chapter 6. Working with text data.mp4
25.5 MB
[TutsNode.com] - Pandas in Action, Video Edition/27-Chapter 6. String slicing.mp4
27.5 MB
[TutsNode.com] - Pandas in Action, Video Edition/28-Chapter 6. Splitting strings.mp4
41.7 MB
[TutsNode.com] - Pandas in Action, Video Edition/29-Chapter 7. MultiIndex DataFrames.mp4
31.9 MB
[TutsNode.com] - Pandas in Action, Video Edition/30-Chapter 7. MultiIndex DataFrames - Scaling up.mp4
34.2 MB
[TutsNode.com] - Pandas in Action, Video Edition/31-Chapter 7. Sorting a MultiIndex.mp4
37.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/32-Chapter 7. Extracting one or more rows with loc.mp4
40.2 MB
[TutsNode.com] - Pandas in Action, Video Edition/33-Chapter 7. Manipulating the Index.mp4
41.9 MB
[TutsNode.com] - Pandas in Action, Video Edition/34-Chapter 8. Reshaping and pivoting.mp4
57.2 MB
[TutsNode.com] - Pandas in Action, Video Edition/35-Chapter 8. Additional options for pivot tables.mp4
29.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/36-Chapter 8. Melting a data set.mp4
45.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/37-Chapter 9. The GroupBy object.mp4
27.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/38-Chapter 9. Attributes and methods of a GroupBy object.mp4
47.2 MB
[TutsNode.com] - Pandas in Action, Video Edition/39-Chapter 9. Grouping by multiple columns.mp4
29.9 MB
[TutsNode.com] - Pandas in Action, Video Edition/40-Chapter 10. Merging, joining, and concatenating.mp4
46.8 MB
[TutsNode.com] - Pandas in Action, Video Edition/41-Chapter 10. Missing values in concatenated DataFrames.mp4
45.8 MB
[TutsNode.com] - Pandas in Action, Video Edition/42-Chapter 10. Merging on index labels.mp4
36.3 MB
[TutsNode.com] - Pandas in Action, Video Edition/43-Chapter 11. Working with dates and times.mp4
34.7 MB
[TutsNode.com] - Pandas in Action, Video Edition/44-Chapter 11. Storing multiple timestamps in a DatetimeIndex.mp4
37.8 MB
[TutsNode.com] - Pandas in Action, Video Edition/45-Chapter 11. Date offsets.mp4
34.9 MB
[TutsNode.com] - Pandas in Action, Video Edition/46-Chapter 11. Coding challenge.mp4
45.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/47-Chapter 12. Imports and exports.mp4
46.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/48-Chapter 12. Exporting a DataFrame to a JSON file.mp4
41.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/49-Chapter 12. Exporting Excel workbooks.mp4
32.4 MB
[TutsNode.com] - Pandas in Action, Video Edition/50-Chapter 13. Configuring pandas.mp4
32.6 MB
[TutsNode.com] - Pandas in Action, Video Edition/51-Chapter 13. Precision.mp4
27.8 MB
[TutsNode.com] - Pandas in Action, Video Edition/52-Chapter 14. Visualization.mp4
