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Develop a distributed event sourcing management framework.

What are the key considerations when designing a highly available and secure distributed data lake?

How would you architect a scalable newsfeed system for a platform like Facebook?

Create a system for real-time content recommendations.

Create a system to manage distributed tracing.

Design a video-on-demand platform similar to Netflix.

What sets apart the abstracts of Logistic Regression and SVM?

How did you mitigate multicollinearity, and what was your threshold for VIF?

How does Support Vector Machine classify data?

Could you discuss the computational complexity involved in training an SVM? What is the time complexity associated with making predictions using a trained SVM? How does the choice of kernel in an SVM affect the time complexity for both training and inference?