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Data Science using Pandas (from basics)


 Data Science using Pandas (from basics)
Data Science using Pandas (from basics)

Getting Started

Hands-on with Pandas I'm going to run you through the basics of Pandas real quick. Try to keep up. Pandas. Pandas officially stands for 'Python Data Analysis Get Udemy Course
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What you'll learn
  • The students will learn what is DataScience, how to do data processing using Pandas (with Python)
Requirements
  • Python language
Description

The following topics are covered:

    What is Data Science
  • How to get (real) stock data , how to plot data in Jupyter
  • SQL and MySQL interaction using Pandas
  • read csv file and do various operations. Stocks data is considered as example
  • write csv file and associated operations
  • Handling missing data, Data filtering / Wrangling using Pandas
  • Group by support in Pandas
  • Concat support in Pandas
Some Idea of:
  • Merge
  • Pivot
  • Reshape
  • Stack / Unstack
  • Cross Tab
  • xlsx support
Who this course is for:
  • Beginner Python developers, Data Science students, Students who have some exposure to data analytics

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