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Data Wrangling with Pandas for Machine Learning Engineers

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Duration

1h

level

Beginner

Course Creator

Mike West

Last Updated

08-Jul-24

Pandas has become the gold standard for data wrangling in applied machine learning. This course will teach you the basics of data wrangling in Python using Pandas, including basic syntax, functions, and dataframe manipulation.

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At the core of applied machine learning is a thorough knowledge of data wrangling. In this course, Data Wrangling with Pandas for Machine Learning Engineers, you will learn how to massage data into a modellable state. First, you will discover what data wrangling is and its importance to the machine learning process. Next, you will explore the Pandas DataFrame and see how data is manipulated within the DataFrame. Finally, you will learn how to build an accurate model with the cleansed dataset. When you are finished with this course, you will have a foundational knowledge of data wrangling that will help you as you move forward to becoming a machine learning engineer.
Author Name: Mike West
Author Description:
Mike has Bachelor of Science degrees in Business and Psychology. He started his career as a middle school psychologist prior to moving into the information technology space. His love of computers resulted in him spending many additional hours working on computers while studying for his master’s degree in Statistics. His current areas of interests include Machine Learning, Data Engineering and SQL Server. When not working, Mike enjoys spending time with his family and traveling.

Table of Contents

  • Course Overview
    1min
  • Getting Started in Data Wrangling
    12mins
  • Pandas DataFrame Basics
    12mins
  • Pandas Data Structures
    14mins
  • Modeling the Cleansed Data
    18mins

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Data Wrangling with Pandas for Machine Learning Engineers
Data Wrangling with Pandas for Machine Learning Engineers
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