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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

1. Chapter_1-Introduction_to_Data_Lake_Fundamentals/1. Data Lake Definition.mp433.7 MiB
2. Chapter_1-Introduction_to_Data_Lake_Fundamentals/2. Data Lake Architecture & Components.mp429.08 MiB
3. Chapter_1-Introduction_to_Data_Lake_Fundamentals/3. Data Lake Principles.mp464.97 MiB
4. Chapter_2-Comparing_Architectures_use_Cases_and_Roadmap/4. How Data Lake differs from other architectures.mp477.88 MiB
5. Chapter_2-Comparing_Architectures_use_Cases_and_Roadmap/5. Use cases.mp483.31 MiB
6. Chapter_2-Comparing_Architectures_use_Cases_and_Roadmap/6. Evaluate data architecture & Roadmap!.mp469.15 MiB
7. Chapter_2-Comparing_Architectures_use_Cases_and_Roadmap/7. Aspects of implementing this architecture, incl. security.mp463.46 MiB
8. Chapter_3-Diving_deep_into_Data_Lakes/10. Best Practices of Data Lake.mp484.8 MiB
9. Chapter_3-Diving_deep_into_Data_Lakes/11. Various Data Lake Technologies in the Current Market.mp453.52 MiB
10. Chapter_3-Diving_deep_into_Data_Lakes/12. Data Lake Vendors.mp444.57 MiB
11. Chapter_3-Diving_deep_into_Data_Lakes/13. Open-Source Options in Data Lake.mp451.82 MiB
12. Chapter_3-Diving_deep_into_Data_Lakes/14. Trends and future outlook of Data Lake.mp437.37 MiB
13. Chapter_3-Diving_deep_into_Data_Lakes/8. Benefits of Data Lake.mp425.47 MiB
14. Chapter_3-Diving_deep_into_Data_Lakes/9. Challenges of Data Lake.mp479.94 MiB
15. Chapter_4-Lambda_Architecture_in_Data_Lake/15. Lambda Architecture.mp46.24 MiB
16. Chapter_4-Lambda_Architecture_in_Data_Lake/16. Principles of Lambda Architecture.mp48.05 MiB
17. Chapter_4-Lambda_Architecture_in_Data_Lake/17. Components of Lambda Architecture.mp411.27 MiB
18. Chapter_5-Project_1_Building_Basic_Data_Lake_(Data_Source_SQLite)/18. Problem Statement Details.mp414.25 MiB
19. Chapter_5-Project_1_Building_Basic_Data_Lake_(Data_Source_SQLite)/19. Implementation.mp4238.12 MiB
20. Chapter_7-Project_2_Building_a_simple_Data_Lake_(Data_Sources_CSV_file_JSON_file)/20. Understanding Basic Data Lake Project.mp420.57 MiB
21. Chapter_7-Project_2_Building_a_simple_Data_Lake_(Data_Sources_CSV_file_JSON_file)/21. Implementation of Basic Data Lake Project.mp4239.5 MiB
22. Chapter_7-Project_2_Building_a_simple_Data_Lake_(Data_Sources_CSV_file_JSON_file)/Additional_Files/dataset1.csv.txt214 B
23. Chapter_7-Project_2_Building_a_simple_Data_Lake_(Data_Sources_CSV_file_JSON_file)/Additional_Files/dataset2.json.txt475 B
24. Chapter_7-Project_2_Building_a_simple_Data_Lake_(Data_Sources_CSV_file_JSON_file)/Additional_Files/main.py.txt2.89 KiB
25. Chapter_8-Bonus_Lecture/22. Bonus Lecture.mp458.02 MiB