🐍 Python For SEO 🐍

A 16 part free course demonstrating all of the different ways that you can use Python to improve your SEO processes.

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Prerequisites:

• Basic Programming Skills (variables, for loops, if statements).
• If you don't have any programming experience, I would recommend completing this python programming course.
• A willingness to learn packages, libraries & new methodologies.

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Its time to level up your SEO game, so grab a ☕ and get ready to start learning some more Python!

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Every Lesson Can Be Found Under The PythonForSEO Section (within the main nav of https://understandingdata.com)! You can also find the YouTube content on the two following channels:

• UnderstandingData

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Course Content:

Keywords

1. Keyword De-duplication Techniques + Comparing Keyword Lists + Data Manipulation With Pandas + Stemming/Lemmatization With Pandas

Bulk Operations With CSV Files

2. Combining Multiple CSV Files
3. Deleting Files, Folders And Specific File Types

Google Cloud Platform Setup

4. How To Setup A Google Cloud Project With Google Sheets API Activated

Google Sheets

5. Google Sheets With Pygsheets & Pandas (How to read and write to google sheets in Python)

Images

6. How To Download Multiple Image URLs To Your Computer
7. How To Compress Single & Multiple Images
8. How To Resize & Compress Single & Multiple Images
9. How To Convert Images To Newer Formats (.webp)

Screaming Frog Automation

10. How Use Screaming Frog With The Command Line (Mac + Windows)
11. How To Setup Screaming Frog In The Cloud (With Remote Desktop)

Web Scraping

12. Web Scraping With Beautiful Soup
13. How To Create A Asychronous Web Scraper In Python Using Aiohttp + Asyncio
14. How To Easily Find All Of The Sitemap.xml Files On A Website
15. How To Scrape Text From Multiple Web Pages
16. How To Turn A .csv File Into A .json File

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• Bonus Content: How to prospect for local businesses (Google Maps) with Python
• Bonus Content: Reddit API Harvesting questions from reddit API
• Bonus Content: Web scraping Quora with Selenium
• Bonus Content: How to curate all of the Facebook Groups, LinkedIn Groups for a specific niche with Python
• Bonus Content: Automatically generate sentences / novels with GPT2

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Useful Python Packages For AI Marketers

• The Super Duper NLP Repo
• Sci-kit learn
• Hugging Face Transformers
• Data Manipulation

Useful Resources For AI Marketers

SEO APIs

• Dataforseo
• SEMrush
• Ahrefs
• SEOmoz
• OPR
• OnCrawl

Useful APIs for Internal Data Pipelines & Internal Operations / Reporting

• Google Search Console
• Google Analytics
• Google Analytics Management API
• Google Drive API
• Google Docs API
• Google Sheets API

Link Database

CommonCrawl