Practical Applications of Embeddings: From Recommendation Systems to Search Engines

Introduction In the realm of Artificial Intelligence (AI) and Natural Language Processing (NLP), one of the most pressing challenges is how to represent data, especially textual data, in a form that machines can understand. Traditional methods of representing words, like one-hot encoding, can be inefficient and fail to capture the semantic relationships between words. This […]