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8. Mining Social Media

Publisher: No Starch Press

๐Ÿ–‡๏ธ socialdata.site
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One day or Day one. You decide.

Data Science edition.

๐—ข๐—ป๐—ฒ ๐——๐—ฎ๐˜† : I will learn SQL.
๐——๐—ฎ๐˜† ๐—ข๐—ป๐—ฒ: Download mySQL Workbench.

๐—ข๐—ป๐—ฒ ๐——๐—ฎ๐˜†: I will build my projects for my portfolio.
๐——๐—ฎ๐˜† ๐—ข๐—ป๐—ฒ: Look on Kaggle for a dataset to work on.

๐—ข๐—ป๐—ฒ ๐——๐—ฎ๐˜†: I will master statistics.
๐——๐—ฎ๐˜† ๐—ข๐—ป๐—ฒ: Start the free Khan Academy Statistics and Probability course.

๐—ข๐—ป๐—ฒ ๐——๐—ฎ๐˜†: I will learn to tell stories with data.
๐——๐—ฎ๐˜† ๐—ข๐—ป๐—ฒ: Install Power BI and create my first chart.

๐—ข๐—ป๐—ฒ ๐——๐—ฎ๐˜†: I will become a Data Data Analyst.
๐——๐—ฎ๐˜† ๐—ข๐—ป๐—ฒ: Update my resume and apply to some Data Science job postings.
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Don't aim for this:

Excel - 100%
SQL - 0%
PowerBI/Tableau - 0%
Python/R - 0%

Aim for this:

Excel - 25%
SQL - 25%
PowerBI/Tableau - 25%
Python/R - 25%

You don't need to know everything straight away.
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"Here are the some Natural Language Processing Projects"
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Advanced Python Scheduler (APScheduler) is a Python library for scheduling code to run later, once or periodically.
You can add new "jobs" or delete old ones on the fly at your discretion.

If you save your jobs to the database, they will also outlast a program restart and keep their state.
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๐Ÿ’ฌ A Text Attention Network for Spatial Deformation Robust Scene Text Image Super-resolution

Github: https://github.com/mjq11302010044/tatt

Paper: https://arxiv.org/abs/2203.09388v2

Dataset: https://deepchecks.com/blog/
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