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Today's tutorial covers Conditional Random Fields (CRFs) compared to Hidden Markov Models (HMMs). CRFs are seen as a more general form of HMMs and transitioning to more complex models should prompt questioning the need for additional features. Remember, a CRF is a broader version of HMMs in data science.