Data Science using Pandas (from basics)

Hands-on with Pandas

Expected learning & outcomes

  • The students will learn what is DataScience, how to do data processing using Pandas (with Python)

Course details

Topic: Data Science

Duration: 3.5 hours

Level: Any Level

Certification: Available

Created by: Shrirang Korde

Language: English

Provider: Udemy

About this course

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

  • Merge of Dataframes

  • Pivot Table support in Pandas

  • Stack / Unstack support in Pandas

  • Reshape with Pandas

  • Cross Tab with Pandas

  • excel support

    Hands-on / Practical with various datasets like: stock /share data, weather data etc

Who this course is for:

  • Beginner Python developers, Data Science students, Students who have some exposure to data analytics
2020-10-05 11:15:20+00:00
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