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Pluralsight

Data Wrangling with Pandas for Machine Learning Engineers

via Pluralsight

Overview

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.

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.

Syllabus

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

Taught by

Mike West

Reviews

3.8 rating at Pluralsight based on 49 ratings

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