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TORRENT DETAILS
Udemy - 500 Exercises To Master Python Pandas
TORRENT SUMMARY
Status:
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Language: English | Size: 3.19 GB | Duration: 7h 57m
Learn Python Pandas by solving exercises on data cleaning, data analysis, data filtering, and more.
What you'll learn
Perform data cleaning and manipulation tasks with Pandas
Analyze data and extract insights using Pandas
Reshape and manipulate Pandas data structures
Learn Python basics
Requirements
Basic experience with the Python programming language
Basic knowledge of data types (strings, integers, floating points, booleans)
Basic knowledge of Python built-in data structures (list, tuple, dictionary)
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4
32.7 MB
~Get Your Files Here !/1 - Introduction/2 - Course structure and installation.mp4
19.9 MB
~Get Your Files Here !/1 - Introduction/2 - Lecture notebook.txt
135 B
~Get Your Files Here !/1 - Introduction/3 - Lecture notebook.txt
110 B
~Get Your Files Here !/1 - Introduction/3 - Reading data.mp4
68.3 MB
~Get Your Files Here !/1 - Introduction/4 - Exploring a DataFrame.mp4
43.4 MB
~Get Your Files Here !/1 - Introduction/4 - Lecture notebook.txt
121 B
~Get Your Files Here !/2 - Data exploration and manipulation/5 - Data types.mp4
87.8 MB
~Get Your Files Here !/2 - Data exploration and manipulation/5 - Lecture notebook.txt
108 B
~Get Your Files Here !/2 - Data exploration and manipulation/6 - Column operations.mp4
236.6 MB
~Get Your Files Here !/2 - Data exploration and manipulation/6 - Lecture notebook.txt
116 B
~Get Your Files Here !/2 - Data exploration and manipulation/7 - Date manipulation.mp4
181.9 MB
~Get Your Files Here !/2 - Data exploration and manipulation/7 - Lecture notebook.txt
115 B
~Get Your Files Here !/2 - Data exploration and manipulation/8 - Lecture notebook.txt
117 B
~Get Your Files Here !/2 - Data exploration and manipulation/8 - String manipulation.mp4
154.9 MB
~Get Your Files Here !/2 - Data exploration and manipulation/9 - Categorical data.mp4
74.1 MB
~Get Your Files Here !/2 - Data exploration and manipulation/9 - Lecture notebook.txt
114 B
~Get Your Files Here !/3 - Data filtering/10 - Lecture notebook.txt
112 B
~Get Your Files Here !/3 - Data filtering/10 - Missing values.mp4
144.8 MB
~Get Your Files Here !/3 - Data filtering/11 - Lecture notebook.txt
122 B
~Get Your Files Here !/3 - Data filtering/11 - loc and iloc methods.mp4
146.7 MB
~Get Your Files Here !/3 - Data filtering/12 - Filtering DataFrames.mp4
240.7 MB
~Get Your Files Here !/3 - Data filtering/12 - Lecture notebook.txt
118 B
~Get Your Files Here !/4 - Combining DataFrames/13 - Combining DataFrames.mp4
120.4 MB
~Get Your Files Here !/4 - Combining DataFrames/13 - Lecture notebook.txt
118 B
~Get Your Files Here !/4 - Combining DataFrames/14 - Lecture notebook.txt
116 B
~Get Your Files Here !/4 - Combining DataFrames/14 - Merging DataFrames.mp4
348.6 MB
~Get Your Files Here !/4 - Combining DataFrames/15 - Lecture notebook.txt
118 B
~Get Your Files Here !/4 - Combining DataFrames/15 - Reshaping DataFrames.mp4
101.5 MB
~Get Your Files Here !/5 - Data analysis and visualization/16 - Data analysis.mp4
246.9 MB
~Get Your Files Here !/5 - Data analysis and visualization/16 - Lecture notebook.txt
111 B
~Get Your Files Here !/5 - Data analysis and visualization/17 - Data visualization.mp4
89.8 MB
~Get Your Files Here !/5 - Data analysis and visualization/17 - Lecture notebook.txt
116 B
~Get Your Files Here !/5 - Data analysis and visualization/18 - Lecture notebook.txt
136 B
~Get Your Files Here !/5 - Data analysis and visualization/18 - Time series analysis with Pandas.mp4
156.4 MB
~Get Your Files Here !/6 - Use cases/19 - Data cleaning and analysis 1 obesity dataset.mp4
306.5 MB
~Get Your Files Here !/6 - Use cases/19 - Lecture notebook.txt
154 B
~Get Your Files Here !/6 - Use cases/20 - Data cleaning and analysis 2 customer churn dataset.mp4
165.4 MB
~Get Your Files Here !/6 - Use cases/20 - Lecture notebook.txt
163 B
~Get Your Files Here !/7 - More learnings/21 - Lecture notebook.txt
133 B
~Get Your Files Here !/7 - More learnings/21 - Python dictionaries with Pandas.mp4
77.9 MB
~Get Your Files Here !/7 - More learnings/22 - Lecture notebook.txt
114 B
~Get Your Files Here !/7 - More learnings/22 - Pandas pipelines.mp4
72 MB
~Get Your Files Here !/7 - More learnings/23 - Lecture notebook.txt
116 B
~Get Your Files Here !/7 - More learnings/23 - Styling DataFrames.mp4
79.7 MB
~Get Your Files Here !/7 - More learnings/24 - Functions not to forget.mp4
71.1 MB
~Get Your Files Here !/7 - More learnings/24 - Lecture notebook.txt
