SDS 461: MLOps for Renewable Energy

Sam Hinton joins us to discuss his work since assisting COVID-19 data pipelines, now working in renewable energy and applications of ML and MLOps for the industry. In this episode you will learn: • Catching up with Sam [3:05] • Updates on the COVID-19 data pipelines [7:07] • Sam’s current work at Arenko [10:41] • Sam’s stint on Survivor, PhD, and his software engineering background [16:32] • Machine learning in renewable energy [35:23] • Sam’s day-to-day tools [49:33] • How can listeners utilize MLOps [53:08] • Sam’s forthcoming novel [59:05] Additional materials: www.superdatascience.com/461

Om Podcasten

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast. As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there's an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that professional impact. Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy. We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.