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50 Hours of Big Data, PySpark, AWS, Scala, and Scraping

You're reading from   50 Hours of Big Data, PySpark, AWS, Scala, and Scraping Big Data with Scala and Spark, PySpark and AWS, Data Scraping and Data Mining with Python, Mastering MongoDB for Beginners

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Product type Video
Published in Mar 2022
Publisher Packt
ISBN-13 9781803237039
Length 54hrs 32mins
Edition 1st Edition
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AI Sciences AI Sciences
Author Profile Icon AI Sciences
AI Sciences
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Toc

Table of Contents (35) Chapters Close

1. Part 1 - Data Scraping and Data Mining for Beginners to Pro with Python 2. Requests FREE CHAPTER 3. Beautiful Soup 4 (BS4) 4. CSS Selectors 5. Scrapy 6. Scrapy Project 7. Selenium 8. Project Selenium 9. Part 2 - Scala and Spark - Master Big Data with Scala and Spark 10. Scala Overview 11. Flow Control 12. Functions 13. Classes 14. Data Structures 15. Project for Scala and Spark 16. Part 3 - PySpark and AWS - Master Big Data with PySpark and AWS 17. Introduction to Hadoop, Spark Ecosystems and Architectures 18. Spark RDDs 19. Spark DFs 20. Collaborative Filtering 21. Spark Streaming 22. ETL Pipeline 23. Project - Change Data Capture / Replication On Going 24. Part 4 - MongoDB-Mastering MongoDB for Beginners (Theory and Projects) 25. Overview 26. Basic Mongo Operations 27. Basic Update Operation 28. Basic Read Operation 29. Basic Delete Operation 30. Query and projection operators 31. Update Operators 32. Mongo with Node 33. Mongo with Python 34. Django with Mongo 35. Spark with Mongo
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