2024 Data Engineering for AI by MLOps Community and YouGot.us Research
YouGot.us Research is a distinguished organization focusing on AI/ML and Data Science industries. Known for its thorough data research projects and perceptive analyses, it stands as a premier resource for research initiatives in the emerging Generative AI business place. The MLOps Community, a pivotal partner of YouGot.us, stands at the forefront of addressing the growing importance of MLOps, distinct yet parallel to DevOps, by facilitating the exchange of real-world best practices among professionals in the arena.
At the Data Engineering for AI/ML event, hosted by the MLOps.Community in September 2024, engineers and data practitioners discussed their challenges and solutions in areas such as data orchestration frameworks (e.g., Apache Airflow) and scalable data platforms for Machine Learning and AI. A key focus was on achieving balance between centralized data reliability and decentralized data ownership, as highlighted in Stephen Bailey’s session, which examined Whatnot’s journey toward providing machine learning, business intelligence, and real-time analytics services.
YouGot.us worked with the MLOps.Community event participants and YouGot.Us MLOps panel audiences and asked them about practical data tools and methodologies required to design, deploy, and maintain robust AI and Machine Learning pipelines at scale.
