MLOps Build or Buy - Startup vs. Enterprise Perspectives

MLOps Build or Buy - Startup vs. Enterprise Perspectives

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore the intricacies of MLOps in this 50-minute podcast episode featuring Katrina Ni and Aaron Maurer, discussing the build or buy dilemma and comparing startup vs. enterprise approaches. Delve into Slack's machine learning journey, including their recommender system framework, data privacy challenges, and innovative solutions for cold start problems. Learn about the evolution of ML roles, the importance of diverse skill sets, and predictions for the future of machine learning. Gain insights on model serving, MLOps maturity levels, and the primary difficulties faced in implementing ML systems at scale.