Advanced Python for Data Analysis using Pandas

Master the powerful pandas library to analyze, manipulate and visualize data.

Advanced 5(4 Ratings) 347 Students enrolled English
Created by Er. Karan Arora
Last updated Tue, 06-Jun-2023
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Course overview

Perform a multitude of data operations in Python's popular pandas library including grouping, pivoting, joining and more!
Possess a strong understanding of manipulating 1D, 2D, and 3D data sets
Learn hundreds of methods and attributes across numerous pandas objects
Resolve common issues in broken or incomplete data sets

What will i learn?

  • data analysis
Requirements
  • python
  • numpy
Curriculum for this course
16 Lessons 00:00:00 Hours
Advanced Data Analysis with Pandas
16 Lessons 00:00:00 Hours
  • Introduction to Pandas
    Preview .
  • Pandas Series Data Structure
    Preview .
  • Pandas DataFrame
    Preview .
  • Indexing-Selection-Filtering in Pandas
    Preview .
  • Descriptive Statistics for Pandas DataFrame
    Preview .
  • Pandas String Operations
    Preview .
  • Sorting in Pandas
    Preview .
  • Reading and Writing data in Pandas
    Preview .
  • JSON and Quandl API Data
    Preview .
  • Missing Data In Pandas
    Preview .
  • Data Transformation in Pandas
    Preview .
  • Hierarchical Indexing
    Preview .
  • Combining and Merging in Pandas
    Preview .
  • Pandas Groupby
    Preview .
  • Pivot Tables
    Preview .
  • Data Visualization in Pandas
    Preview .
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About instructor

Er. Karan Arora

Founder & CEO - Itronix Solutions.

1745 Reviews | 51478 Students | 118 Courses
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