Veri Analitiği Temelleri 14. Büyük Veri ve CAP Teoremi

🔧 In the world of big data, distributed systems face a fundamental dilemma: the CAP Theorem. In this video, we examine three fundamental properties that a database system cannot possess simultaneously: Consistency, Availability, and Partition Tolerance. Note: These videos were filmed in 2020 and are unpublished archives. They cover the basics of data analytics. Learn why the theorem states that only two of these three properties can be guaranteed simultaneously, and how traditional relational databases and NoSQL databases make different choices with this theorem. Explore the challenges and advantages of data integrity, scalability, and distributed systems. 🔍 Video Topics and Timecodes: [01:03] What is the CAP Theorem? - Consistency, Availability, and Partition Tolerance. [01:26] The Fundamental Principle of the Theorem: Why can't all three properties exist simultaneously? [01:51] Data Integrity and Consistency: Explanation through a practical example. [02:16] Scaling and Distributed Systems: Spreading data across different servers. [00:00] Advantages and Disadvantages of Big Data: Is it always the best solution? If you're interested in big data, distributed systems, database architectures, and NoSQL technologies, understanding the CAP Theorem will provide you with a fundamental perspective. 💬 Which of these three properties is most important to you in a system? Consistency, availability, or partition tolerance? Share your thoughts in the comments! 👍 If you found the video helpful, don't forget to hit the "Like" button and subscribe to our channel for the rest of our data science series! #BigData #CAPTorem #NoSQL #Database #DistributedSystems #DataScience #Technology #SoftwareArchitecture