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    3. Data Science using Pandas (from basics) (9/2020)

    Data Science using Pandas (from basics) (9/2020)

    Posted By: Sigha
    Date: 27 Sep 2020 23:04:39
    Data Science using Pandas (from basics) (9/2020)

    Data Science using Pandas (from basics)
    Video: .mp4 (1280x720, 30 fps(r)) | Audio: aac, 44100 Hz, 2ch | Size: 1.82 GB
    Genre: eLearning Video | Duration: 17 lectures (3 hour, 35 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 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

    Data Science using Pandas (from basics) (9/2020)


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