Complete PYTHON Tutorial for Data Science - Start with PANDAS and Analyze Data - For Beginners

Опубликовано: 15 Октябрь 2024
на канале: Yiannis Pitsillides

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Download and Install Python, learn Numpy, Pandas, Joins, Unions, MatPlotLib, Seaborn and Machine Learning. Step by step Python tutorial for beginners in data science and data analytics. Learn how to code in python with real life, practical examples. We provide the raw data and code. Hope you enjoy this video!

Data Analytics Course Link:
http://ipidata.teachable.com/

Raw Data and Code:
https://github.com/Pitsillides91/Pyth...

Video 1 – Down and Install Python – Numpy Tutorial:
   • How to learn Python? – Specific for D...
Video 2 – Pandas Tutorial:
   • Complete PYTHON Tutorial for Data Sci...
Video 3 – JOINs and UNIONs Tutorial:
   • How to Merge DataFrames in Python? Th...
Video 4 – Data Visualizations with MatPlotLib:
   • How to create Data Visualizations in ...
Video 5 - Data Visualizations with Seaborn:
   • Complete Seaborn Tutorial on Python –...

Table of content:
How to learn Python as a beginner in data science and data analytics
How to download and install Python
How to download and install jupyter notebook
How to get started with Python
Numpy Tutorial for beginners
How to shape data in Python
How to filter data in Python
How to apply calculations in Python
Importing / installing packages
Creating Arrays
Arrays from lists
Appending an Array
Array indexing
Array datatypes
Array Maths
Reshape & Transpose
Broadcasting
How to use Pandas in Python
Why use pandas in python
Pandas index
Pandas arrays
Pandas dataframes

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