Learning Pandas [Video]

Learning Pandas [Video]

Harish Garg

Learn Pandas, Powerful Data Analysis with Python Library in an engaging and exciting way
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Video Description

Pandas is a popular Open Source Python package that provides fast, high performance data structures for performing efficient data manipulation and analysis. It has quickly emerged as a popular choice of tool for analysts to solve real-world analytical problems. This video will show you how you can get the most out of pandas for data analysis.The course starts with teaching you the absolute basics such as installing and setting up of the pandas library. Then, you will be introduced to fundamental data structures in pandas and the different data types, indexing, and more. You will then implement the basic functionalities of the pandas library such as working with different kinds of data, indexing, and handling missing data. The course will also teach you how to analyze and model your data, and organize the results of your analysis in the form of plots or other visualization means. Throughout the course, you will implement simple yet highly effective examples and use-cases which are relevant in the real-world scenario, as you build on your understanding of pandas.By the end of this course, you will have a firm understanding of the basics of pandas. You will be ready to start using pandas for different data science tasks with confidence.

Style and Approach

This video course is as a standalone course. It begins by introducing a concept and very quickly you’ll be able to follow on and start attempting code examples. We’ll share Jupyter Notebooks for the exercises in each volume

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What You Will Learn

  • Know how to read different kinds of data into Pandas Dataframes for data analysis.
  • Attain knowledge of how to manipulate, transform and apply formulas on the data imported into the pandas dataframes
  • Be trained in analyzing and visualizing different kinds of data using Pandas to gain real world insights.
  • Get to know how to use Pandas to make predictions using Machine Learning and scikit-learn
  • Practice ways in which to work with Big Data using Pandas
  • Imbibe how to work with quantitative financial data and how to model time-series data, 
  • Perform algorithmic trading, derive results on fixed and moving windows, and more.
  • Get the hang of taking out transformed data out of Pandas dataframes and into the formats your application expects.

Authors

Video Details

ISBN 139781787287891
Course Length1 hour 14 minutes
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