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Data Analysis Crash Course for Beginners (Pandas + Python)

Take your first step toward data analysis with Pandas - Learn about DataFrames, Jupyter Notebook, iPython, and Pandas commands.

Description

Pandas is an open-source library providing you with high-performance, easy-to-use data structures and data analysis tools for Python. Pandas provide a powerful and comprehensive toolset for working with data, including tools for reading and writing diverse files, data cleaning and wrangling, analysis and modeling, and visualization. Fields with the widespread use of Pandas include data science, finance, neuroscience, economics, advertising, web analytics, statistics, social science, and many areas of engineering.

This course covers fundamentals of data analysis with Python, predominantly using Pandas library. This course starts with covering the fundamentals of data analysis. You will be then working with Pandas, iPython, Jupyter Notebook. After that, you will explore important Jupyter Notebook commands. Post that, you will be working with CSV, Excel, TXT, JSON files, and API responses.

Finally, you will be working with DataFrames (indexing, slicing, adding, and deleting).

By the end of this course, you will have a good understanding of Pandas and will be ready to explore data analysis in-depth in the future.

All the resource files are uploaded on the GitHub repository at https://github.com/PacktPublishing/pandas-resources

Audience

This course is ideal for Python programmers and developers, and students who are interested in learning Pandas for doing data analysis.

This course is designed for beginners who want to start their journey in the field of data analytics.

Goals

  • Learn fundamentals of data analysis
  • Understand important Jupyter Notebook commands
  • Work with DataFrames (indexing, slicing, adding and deleting)
  • Work with Pandas, iPython, Jupyter Notebook
  • Work with CSV, Excel, TXT, JSON Files, and API Responses
  • Add, delete, and update rows and columns

Prerequisites

  • No prerequisites are required to opt for this course.
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Curriculum

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Data Analysis Crash Course for Beginners (Pandas + Python)
This Course Includes
  • 59 mins
  • 12 Lectures
  • Completion Certificate
  • Lifetime Access
  • 30-Days Money Back Guarantee

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