2 ืฆืคืืืชยท 16 ืืืืืกื 2022
Data Analysis with Python for Excel Users - Full Course
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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.
๐ป Source Code & Datasets: https://github.com/ifrankandra....de/python-course-for
๐ Datasets: https://drive.google.com/drive..../folders/12hFh6RPlX5
โ๏ธ Course developed by Frank Andrade.
๐ YouTube Channel: https://www.youtube.com/c/FrankAndrade5
๐ PDF Python Cheat Sheet for this Course: https://frankandrade.ck.page/d3b1761715
๐ My Complete Python Courses for Data Analysis & Data Science: https://www.udemy.com/user/frank-andrade-13/
โญ๏ธ Course Contents โญ๏ธ
โจ๏ธ (0:00:00) Intro
โจ๏ธ (0:01:48) Install Python and Jupyter Notebook with Anaconda
โจ๏ธ (0:03:53) Jupyter Notebook Interface
โจ๏ธ (0:13:56) Cell Types and Cell Mode
โจ๏ธ (0:21:34) Jupyter Notebook Shortcuts
โจ๏ธ (0:26:39) Module 1 - Hello World
โจ๏ธ (0:30:30) Data Type
โจ๏ธ (0:39:10) Variables
โจ๏ธ (0:46:53) Lists
โจ๏ธ (1:11:14) Dictionaries
โจ๏ธ (1:21:50) IF Statement
โจ๏ธ (1:28:04) FOR Loop
โจ๏ธ (1:33:49) Functions
โจ๏ธ (1:40:59) Modules
โจ๏ธ (1:44:41) Module 2 -Introduction to Pandas
โจ๏ธ (1:51:08) How to create a dataframe
โจ๏ธ (2:07:34) How to show a dataframe
โจ๏ธ (2:14:24) Basic Attributes, Functions and Methods
โจ๏ธ (2:26:17) Selecting One Column from a Dataframe
โจ๏ธ (2:32:13) Selecting Two or More Columns from a Dataframe
โจ๏ธ (2:37:50) Add New Column to a Dataframe (Simple Assignment)
โจ๏ธ (2:47:51) Operations in dataframes
โจ๏ธ (2:56:04) The value_counts() method
โจ๏ธ (3:00:16) Sort a DataFrame with the sort_values() method
โจ๏ธ (3:09:56) Module 3: Introduction to Pivot Tables in Pandas
โจ๏ธ (3:14:42) The pivot() method
โจ๏ธ (3:20:49) The pivot_table() method
โจ๏ธ (3:29:00) Data Visualization with Pandas (New Dataset + Pivot Table)
โจ๏ธ (3:38:38) Lineplot
โจ๏ธ (3:43:05) Barplot
โจ๏ธ (3:50:52) Piechart
โจ๏ธ (3:54:36) Save Plot and Export Pivot Table
๐ Thanks to our Champion and Sponsor supporters:
๐พ Raymond Odero
๐พ Agustรญn Kussrow
๐พ aldo ferretti
๐พ Otis Morgan
๐พ DeezMaster
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