Data Science using Pandas (from basics)

[mitsumi]

Data Science using Pandas (from basics)
Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 992 MB
Genre: eLearning Video | Duration: 11 lectures (1 hour, 58 mins) | Language: English

 Hands-on with Pandas

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 Description 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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