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    Data Analysis

    Curated by Camillo

    Beginner Lvl 1
    8h
    5.3k
    4.6(21,556)

    Python Explore / Get started with

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    Top 3
    1. Module
    40

    pandas

    It encompasses different data structures and data analysis tools

    Pandas dataframe is a common way to store and process tabular data!

    MARK AS DONE
    Author:    
    Time required: 8h
    Cost: 0€
    40

    Cluster Analysis

    Task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense) to each other than to those in other groups (clusters)

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    Author:    
    Time required: 8h
    Cost: 0€
    40

    Pandas Tutorial (Data Analysis In Python)

    codebasics

    This course will show you the basics of data analysis in Python. The emphasis will be on learning how to Pandas dataframes, read excel/csv, groupby, and more

    Follow the tutorials parallel to looking at and executing the code on GitHub!

    MARK AS DONE
    Author:    
    Time required: 8h
    Cost: 0€
    2. Module
    40

    Python for Data Analysis

    We will move past the basics of data analysis and explore how we can manipulate, process, clean, and crunch data with Pandas, NumPy.

    In the real world, before you model your data you have to load, clean, wrangle and process your data. This book teaches you to master that!

    MARK AS DONE
    Author: Wes McKinney   
    Time required: 8h
    Cost: 0€
    40

    Agate

    Alternative to numpy and pandas that solves real-world problems with readable code

    If you are curious, check this library!

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    Author:    
    Time required: 8h
    Cost: 0€
    3. Module
    40

    Data Science For Business, What You Need to Know about Data Mining

    O'Reilly Media

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    Author: Foster Provost Tom Fawcett  
    Time required: 8h
    Cost: 0€
    40

    Data Wrangling with Python

    Basic Python syntax, data types, language concepts, scrape websites and APIs, Python libraries, automate entire data-wrangling process

    This book expands your horizon on the applicapility of Python. But feel free to skip it!

    MARK AS DONE
    Author: Jacqueline Kazil Katharine Jarmul  
    Time required: 8h
    Cost: 0€
    4. Module
    40

    Chartio

    Cloud-based data exploration, charts, interactive dashboards

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    Author:    
    Time required: 8h
    Cost: 0€
    40

    Stata

    StataCorp

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    Author:    
    Time required: 8h
    Cost: 0€
    5. Extras