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TORRENT DETAILS
Udemy - Pandas The Ultimate Guide On Python Pandas For Data Science
TORRENT SUMMARY
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Language: English | Size: 1.87 GB | Duration: 4h 27m
Python pandas for data analytics: Complete reference to python pandas for data analytics, python pandas data structures
What you'll learn
What python pandas library and its usage in storing data required for data analytics
Python pandas data structures: Series, DataFrame and Panel
How to create Series, DataFrame and Panel types of data structures
How to access data from Series, DataFrame and Panel data structures
What types of operations can be performed on pandas data structures
Requirements
For better understanding of the topic student should know python programming and Numpy library
Description
Pandas is an open-source Python Library providing high-performance data manipulation and analysis tool using its powerful data structures. Python with Pandas is used in a wide range of fields including academic and commercial domains including finance, economics, Statistics, analytics, etc.
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FILE LIST
Filename
Size
~Get Your Files Here !/1. Introduction/1. Introduction to pandas.mp4
15.3 MB
~Get Your Files Here !/1. Introduction/2. Pandas installation.mp4
4.1 MB
~Get Your Files Here !/1. Introduction/2.1 Pandas.py
500.2 KB
~Get Your Files Here !/1. Introduction/2.2 Python Pandas Notes.pdf
857 KB
~Get Your Files Here !/10. Database operations/1. Merging or joining.mp4
60.1 MB
~Get Your Files Here !/10. Database operations/2. Concatenation.mp4
51.7 MB
~Get Your Files Here !/11. Date data handling/1. Date functionality.mp4
49.7 MB
~Get Your Files Here !/11. Date data handling/2. Timedelta.mp4
45.1 MB
~Get Your Files Here !/12. Categorical data handling/1. Categorical data.mp4
93.7 MB
~Get Your Files Here !/13. Data visualization and IO operations/1. Data visualization.mp4
53.1 MB
~Get Your Files Here !/13. Data visualization and IO operations/2. IO tools.mp4
49.9 MB
~Get Your Files Here !/13. Data visualization and IO operations/3. Comparision with SQL.mp4
72.8 MB
~Get Your Files Here !/2. Types of pandas data structures/1. Pandas data structures.mp4
54.1 MB
~Get Your Files Here !/2. Types of pandas data structures/2. Pandas series.mp4
122.4 MB
~Get Your Files Here !/2. Types of pandas data structures/3. Pandas DataFrame.mp4
207.3 MB
~Get Your Files Here !/3. Functionality of pandas/1. Basic functionality.mp4
123.1 MB
~Get Your Files Here !/3. Functionality of pandas/2. Descriptive statistics.mp4
80.6 MB
~Get Your Files Here !/3. Functionality of pandas/3. Function application.mp4
62.9 MB
~Get Your Files Here !/4. Indexing and reindexing/1. Reindexing.mp4
75.3 MB
~Get Your Files Here !/4. Indexing and reindexing/2. Iteration.mp4
75.3 MB
~Get Your Files Here !/5. Working with data in pandas/1. Sorting data in pandas.mp4
58.5 MB
~Get Your Files Here !/5. Working with data in pandas/2. Operations on text data.mp4
84 MB
~Get Your Files Here !/5. Working with data in pandas/3. Options and customizations.mp4
51.1 MB
~Get Your Files Here !/6. Advanced indexing/1. Indexing and selecting data.mp4
97.4 MB
~Get Your Files Here !/7. Functions on pandas/1. Statistical functions.mp4
55.1 MB
~Get Your Files Here !/7. Functions on pandas/2. Window functions.mp4
42.8 MB
~Get Your Files Here !/7. Functions on pandas/3. Aggregation functions.mp4
54.3 MB
~Get Your Files Here !/8. Handling missing data/1. Missing data.mp4
74.2 MB
~Get Your Files Here !/9. Groupby function/1. Groupby.mp4
