Master Pandas and Python for Data Handling

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Description of Master Pandas and Python for Data Handling

Learn to Master Python, Pandas and Advanced Data Handling for Data Analysis, Data Science, and Machine Learning
What you'll learn:
Master Python programming with Python's native data structures, data transformers, functions, object orientation, and logic
Use and design advanced Python constructions and execute detailed Data Handling tasks with Python incl. File Handling
Use Python's advanced object-oriented programming and make your own custom objects, functions and how to generalize functions
Manipulate data and use advanced multi-dimensional uneven data structures
Master the Pandas library for Advanced Data Handling
Use the language and fundamental concepts of the Pandas library and to handle all aspects of creating, changing, modifying, and selecting Data from a Pandas D
Use file handling with Pandas and how to combine Pandas DataFrames with Pandas concat, join, and merge functions/methods
Perform advanced data preparation including advanced model-based imputation of missing data and the scaling and standardizing of data
Make advanced data descriptions and statistics with Pandas. Rank, sort, cross-tabulate, pivot, melt, transpose, and group data
onus Make advanced Data Visualizations with Pandas, Matplotlib, and Seaborn
Perform Advanced Data Handling
[Cloud computing]: Use the Anaconda Cloud Notebook (Cloud-based Jupyter Notebook). Learn to use Cloud computing resources.
Option: To use the Anaconda Distribution (for Windows, Mac, Linux)
Option: Use Python environment fundamentals with the Conda package management system
Requirements:
Everyday experience using a computer with either Windows, MacOS, iOS, Android, ChromeOS, or Linux is recommended
Access to a computer with an internet connection
Programming experience is not needed and you will be taught everything you need
The course only uses costless software
Walk-you-through installation and setup videos for Cloud computing and Windows 10/11 is included
Description:

Who this course is for:
Anyone who wants to learn to Master Python 3 from scratch or the beginner level
Anyone who wants to learn to Master Python 3 and knows another programming language
Anyone who wants to reach the Master - intermediate Python programmer level as required by many advanced Udemy courses in Python, Data Science, or Machine Learning
Anyone who wants to learn Data Handling with Python
Anyone who wants to learn to Master the Pandas library
Anyone who wants to learn Data Handling skills that work as a force multiplier and that they will have use of in their entire career
Anyone who wants to learn advanced Data Handling and improve their capabilities and productivity