Udemy - Data Lake Fundamentals

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1.4 GB
  • Uploaded ByxHOBBiTx
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  • Last checkedSep. 20th '24
  • Date uploadedSep. 20th '24
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Course Description:

Welcome to the Data Lake Fundamentals course, designed to provide you with a comprehensive understanding of the core principles, architecture, and practical applications of Data Lakes in today's data-driven landscape. Whether you are a data professional, analyst, or aspiring data engineer, this course will empower you with the knowledge and skills needed to harness the potential of Data Lakes for effective data management and analysis.

Files:

Udemy - Data Lake Fundamentals Chapter_1-Introduction_to_Data_Lake_Fundamentals
  • 1. Data Lake Definition.mp4 (33.7 MB)
  • 2. Data Lake Architecture & Components.mp4 (29.1 MB)
  • 3. Data Lake Principles.mp4 (65.0 MB)
Chapter_2-Comparing_Architectures_use_Cases_and_Roadmap
  • 4. How Data Lake differs from other architectures.mp4 (77.9 MB)
  • 5. Use cases.mp4 (83.3 MB)
  • 6. Evaluate data architecture & Roadmap!.mp4 (69.1 MB)
  • 7. Aspects of implementing this architecture, incl. security.mp4 (63.5 MB)
Chapter_3-Diving_deep_into_Data_Lakes
  • 10. Best Practices of Data Lake.mp4 (84.8 MB)
  • 11. Various Data Lake Technologies in the Current Market.mp4 (53.5 MB)
  • 12. Data Lake Vendors.mp4 (44.6 MB)
  • 13. Open-Source Options in Data Lake.mp4 (51.8 MB)
  • 14. Trends and future outlook of Data Lake.mp4 (37.4 MB)
  • 8. Benefits of Data Lake.mp4 (25.5 MB)
  • 9. Challenges of Data Lake.mp4 (79.9 MB)
Chapter_4-Lambda_Architecture_in_Data_Lake
  • 15. Lambda Architecture.mp4 (6.2 MB)
  • 16. Principles of Lambda Architecture.mp4 (8.0 MB)
  • 17. Components of Lambda Architecture.mp4 (11.3 MB)
Chapter_5-Project_1_Building_Basic_Data_Lake_(Data_Source_SQLite)
  • 18. Problem Statement Details.mp4 (14.3 MB)
  • 19. Implementation.mp4 (238.1 MB)
Chapter_7-Project_2_Building_a_simple_Data_Lake_(Data_Sources_CSV_file_JSON_file)
  • 20. Understanding Basic Data Lake Project.mp4 (20.6 MB)
  • 21. Implementation of Basic Data Lake Project.mp4 (239.5 MB)
    • Additional_Files
    • dataset1.csv.txt (0.2 KB)
    • dataset2.json.txt (0.5 KB)
    • main.py.txt (2.9 KB)
    Chapter_8-Bonus_Lecture
    • 22. Bonus Lecture.mp4 (58.0 MB)

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