/ML basics: learning by doing

Curious how AI can turn messy, unstructured data into something actually useful? This episode, we dive into a real-world project that explores just that. Senior developer Azriel Alvarado shares how building a song recommendation tool based on lyrics led to deeper insights into embeddings, vector search, and working with natural language data. Whether you're in search, content tagging, knowledge management, or building smarter user interfaces—this episode is packed with takeaways for applying AI in meaningful. ways.