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Data Analysis with Python for Excel Users - Full Course

13 рд╡рд┐рдЪрд╛рд░реЛрдВ┬╖ 07/05/26
wisdom
wisdom
1 рдЧреНрд░рд╛рд╣рдХреЛрдВ
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Learn how to use Python and Pandas for data analysis. This course will be especially helpful if you have experience with Excel, but that is not required. Learn how to create pivot tables, work with data, and make visualizations using Python, Pandas, and Jupyter Notebook.

ЁЯТ╗ Source Code & Datasets: https://github.com/ifrankandra....de/python-course-for
ЁЯФЧ Datasets: https://drive.google.com/drive..../folders/12hFh6RPlX5

тЬПя╕П Course developed by Frank Andrade.
ЁЯФЧ YouTube Channel: https://www.youtube.com/c/FrankAndrade5
ЁЯФЧ PDF Python Cheat Sheet for this Course: https://artificialcorner.com/p..../redeem-my-udemy-cou
ЁЯФЧ My Complete Python Courses for Data Analysis & Data Science: https://www.udemy.com/user/frank-andrade-13/

тЭдя╕П Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba)

тнРя╕П Course Contents тнРя╕П
тМия╕П (0:00:00) Intro
тМия╕П (0:01:48) Install Python and Jupyter Notebook with Anaconda
тМия╕П (0:03:53) Jupyter Notebook Interface
тМия╕П (0:13:56) Cell Types and Cell Mode
тМия╕П (0:21:34) Jupyter Notebook Shortcuts
тМия╕П (0:26:39) Module 1 - Hello World
тМия╕П (0:30:30) Data Type
тМия╕П (0:39:10) Variables
тМия╕П (0:46:53) Lists
тМия╕П (1:11:14) Dictionaries
тМия╕П (1:21:50) IF Statement
тМия╕П (1:28:04) FOR Loop
тМия╕П (1:33:49) Functions
тМия╕П (1:40:59) Modules
тМия╕П (1:44:41) Module 2 -Introduction to Pandas
тМия╕П (1:51:08) How to create a dataframe
тМия╕П (2:07:34) How to show a dataframe
тМия╕П (2:14:24) Basic Attributes, Functions and Methods
тМия╕П (2:26:17) Selecting One Column from a Dataframe
тМия╕П (2:32:13) Selecting Two or More Columns from a Dataframe
тМия╕П (2:37:50) Add New Column to a Dataframe (Simple Assignment)
тМия╕П (2:47:51) Operations in dataframes
тМия╕П (2:56:04) The value_counts() method
тМия╕П (3:00:16) Sort a DataFrame with the sort_values() method
тМия╕П (3:09:56) Module 3: Introduction to Pivot Tables in Pandas
тМия╕П (3:14:42) The pivot() method
тМия╕П (3:20:49) The pivot_table() method
тМия╕П (3:29:00) Data Visualization with Pandas (New Dataset + Pivot Table)
тМия╕П (3:38:38) Lineplot
тМия╕П (3:43:05) Barplot
тМия╕П (3:50:52) Piechart
тМия╕П (3:54:36) Save Plot and Export Pivot Table

ЁЯОЙ Thanks to our Champion and Sponsor supporters:
ЁЯС╛ Raymond Odero
ЁЯС╛ Agust├нn Kussrow
ЁЯС╛ aldo ferretti
ЁЯС╛ Otis Morgan
ЁЯС╛ DeezMaster

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