NoSQL vs Relational Databases: Use Cases and Tradeoffs

Q&A: Compare NoSQL databases to traditional relational databases, including their advantages, limitations, and use cases -- and explain scenarios where one would be preferred over the other (e.g. flexible/evolving schemas and horizontal scale favor NoSQL, while strong consistency and complex relational queries favor a relational database).