Sentence Boundary Detection is the process of identifying the start and end points of sentences in a text, which is crucial for natural language processing tasks such as tokenization, parsing, and text analysis. It involves handling challenges like abbreviations, decimal points, and sentence-ending punctuation that can be ambiguous, requiring sophisticated algorithms and models to ensure accuracy.