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Pandas in Action, Video Edition
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Other > Other
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105
Size:
1.91 GiB (2046407257 Bytes)
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2022-04-29 14:01:04 GMT
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tuts756 Trusted
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Info Hash:
FD1B7D5E6880AE71F753055BC1ED76B56DDDE6C3




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Description

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

[TutsNode.com] - Pandas in Action, Video Edition/03-Chapter 1. Pandas vs. graphical spreadsheet applications.mp477.56 MiB
TutsNode.com.txt63 B
[TGx]Downloaded from torrentgalaxy.to .txt585 B
.pad/0452.07 KiB
[TutsNode.com] - Pandas in Action, Video Edition/24-Chapter 5. The drop_duplicates method.mp459.44 MiB
.pad/157.32 KiB
[TutsNode.com] - Pandas in Action, Video Edition/34-Chapter 8. Reshaping and pivoting.mp457.21 MiB
.pad/2294.42 KiB
[TutsNode.com] - Pandas in Action, Video Edition/02-Chapter 1. Introducing pandas.mp457.12 MiB
.pad/3390.73 KiB
[TutsNode.com] - Pandas in Action, Video Edition/18-Chapter 4. Sorting a DataFrame.mp449.16 MiB
.pad/4347.17 KiB
[TutsNode.com] - Pandas in Action, Video Edition/38-Chapter 9. Attributes and methods of a GroupBy object.mp447.19 MiB
.pad/5313.9 KiB
[TutsNode.com] - Pandas in Action, Video Edition/40-Chapter 10. Merging, joining, and concatenating.mp446.84 MiB
.pad/6158.9 KiB
[TutsNode.com] - Pandas in Action, Video Edition/47-Chapter 12. Imports and exports.mp446.43 MiB
.pad/768.26 KiB
[TutsNode.com] - Pandas in Action, Video Edition/41-Chapter 10. Missing values in concatenated DataFrames.mp445.82 MiB
.pad/8184.24 KiB
[TutsNode.com] - Pandas in Action, Video Edition/46-Chapter 11. Coding challenge.mp445.44 MiB
.pad/965.3 KiB
[TutsNode.com] - Pandas in Action, Video Edition/09-Chapter 2. Mathematical operations.mp445.42 MiB
.pad/1081.19 KiB
[TutsNode.com] - Pandas in Action, Video Edition/36-Chapter 8. Melting a data set.mp445.39 MiB
.pad/11116.72 KiB
[TutsNode.com] - Pandas in Action, Video Edition/12-Chapter 3. Series methods.mp443.48 MiB
.pad/1216.56 KiB
[TutsNode.com] - Pandas in Action, Video Edition/21-Chapter 5. Filtering a DataFrame.mp442.55 MiB
.pad/13458.11 KiB
[TutsNode.com] - Pandas in Action, Video Edition/33-Chapter 7. Manipulating the Index.mp441.9 MiB
.pad/1498.26 KiB
[TutsNode.com] - Pandas in Action, Video Edition/28-Chapter 6. Splitting strings.mp441.73 MiB
.pad/15276.96 KiB
[TutsNode.com] - Pandas in Action, Video Edition/20-Chapter 4. Extracting values from Series.mp441.63 MiB
.pad/16383.99 KiB
[TutsNode.com] - Pandas in Action, Video Edition/23-Chapter 5. Filtering by condition.mp441.61 MiB
.pad/17395.64 KiB
[TutsNode.com] - Pandas in Action, Video Edition/48-Chapter 12. Exporting a DataFrame to a JSON file.mp441.43 MiB
.pad/1875.52 KiB
[TutsNode.com] - Pandas in Action, Video Edition/52-Chapter 14. Visualization.mp440.57 MiB
.pad/19439.25 KiB
[TutsNode.com] - Pandas in Action, Video Edition/32-Chapter 7. Extracting one or more rows with loc.mp440.23 MiB
.pad/20277.01 KiB
[TutsNode.com] - Pandas in Action, Video Edition/05-Chapter 1. Counting values in a Series.mp438.67 MiB
.pad/21333.92 KiB
[TutsNode.com] - Pandas in Action, Video Edition/44-Chapter 11. Storing multiple timestamps in a DatetimeIndex.mp437.75 MiB
.pad/22252.18 KiB
[TutsNode.com] - Pandas in Action, Video Edition/22-Chapter 5. Filtering by a single condition.mp437.57 MiB
.pad/23439.59 KiB
[TutsNode.com] - Pandas in Action, Video Edition/31-Chapter 7. Sorting a MultiIndex.mp437.41 MiB
.pad/2489.24 KiB
[TutsNode.com] - Pandas in Action, Video Edition/15-Chapter 3. Invoking a function on every Series value with the apply method.mp436.79 MiB
.pad/25212.4 KiB
[TutsNode.com] - Pandas in Action, Video Edition/06-Chapter 2. The Series object.mp436.5 MiB
.pad/26510.8 KiB
[TutsNode.com] - Pandas in Action, Video Edition/42-Chapter 10. Merging on index labels.mp436.32 MiB
.pad/27184.34 KiB
[TutsNode.com] - Pandas in Action, Video Edition/04-Chapter 1. A tour of pandas.mp435.74 MiB
.pad/28271.21 KiB
[TutsNode.com] - Pandas in Action, Video Edition/45-Chapter 11. Date offsets.mp434.93 MiB
.pad/2972.73 KiB
[TutsNode.com] - Pandas in Action, Video Edition/43-Chapter 11. Working with dates and times.mp434.67 MiB
.pad/30339.89 KiB
[TutsNode.com] - Pandas in Action, Video Edition/30-Chapter 7. MultiIndex DataFrames - Scaling up.mp434.2 MiB
.pad/31308.31 KiB
[TutsNode.com] - Pandas in Action, Video Edition/19-Chapter 4. Selecting rows from a DataFrame.mp433.31 MiB
.pad/32190.82 KiB
[TutsNode.com] - Pandas in Action, Video Edition/50-Chapter 13. Configuring pandas.mp432.62 MiB
.pad/33384.36 KiB
[TutsNode.com] - Pandas in Action, Video Edition/49-Chapter 12. Exporting Excel workbooks.mp432.41 MiB
.pad/3492.15 KiB
[TutsNode.com] - Pandas in Action, Video Edition/16-Chapter 4. The DataFrame object.mp432.39 MiB
.pad/35113.95 KiB
[TutsNode.com] - Pandas in Action, Video Edition/07-Chapter 2. Customizing the Series index.mp431.95 MiB
.pad/3652.38 KiB
[TutsNode.com] - Pandas in Action, Video Edition/29-Chapter 7. MultiIndex DataFrames.mp431.89 MiB
.pad/37109.78 KiB
[TutsNode.com] - Pandas in Action, Video Edition/13-Chapter 3. Sorting a Series.mp431.44 MiB
.pad/3864.55 KiB
[TutsNode.com] - Pandas in Action, Video Edition/08-Chapter 2. Creating a Series from Python objects.mp431.37 MiB
.pad/39136.54 KiB
[TutsNode.com] - Pandas in Action, Video Edition/39-Chapter 9. Grouping by multiple columns.mp429.9 MiB
.pad/4097.72 KiB
[TutsNode.com] - Pandas in Action, Video Edition/35-Chapter 8. Additional options for pivot tables.mp429.37 MiB
.pad/41135.49 KiB
[TutsNode.com] - Pandas in Action, Video Edition/51-Chapter 13. Precision.mp427.79 MiB
.pad/42211.35 KiB
[TutsNode.com] - Pandas in Action, Video Edition/27-Chapter 6. String slicing.mp427.55 MiB
.pad/43461.36 KiB
[TutsNode.com] - Pandas in Action, Video Edition/37-Chapter 9. The GroupBy object.mp427.37 MiB
.pad/44133.84 KiB
[TutsNode.com] - Pandas in Action, Video Edition/14-Chapter 3. Counting values with the value_counts method.mp427.07 MiB
.pad/45440.79 KiB
[TutsNode.com] - Pandas in Action, Video Edition/11-Chapter 2. Passing the Series to Python’s built-in functions.mp427.04 MiB
.pad/46467.7 KiB
[TutsNode.com] - Pandas in Action, Video Edition/26-Chapter 6. Working with text data.mp425.52 MiB
.pad/47494.01 KiB
[TutsNode.com] - Pandas in Action, Video Edition/17-Chapter 4. Shared and exclusive attributes of Series and DataFrames.mp424.47 MiB
.pad/4827.82 KiB
[TutsNode.com] - Pandas in Action, Video Edition/10-Chapter 2. Arithmetic operations.mp419.18 MiB
.pad/49330.18 KiB
[TutsNode.com] - Pandas in Action, Video Edition/25-Part 2. Applied pandas.mp413.87 MiB
.pad/50132.99 KiB
[TutsNode.com] - Pandas in Action, Video Edition/01-Part 1. Core pandas.mp44.61 MiB