AI and Scalable Data Systems with USC's Dr. Ibrahim Sabek

AI and Scalable Data Systems with USC's Dr. Ibrahim Sabek

Author: Naja Faysal, founder of Parrots Lab Media February 19, 2024 Duration: 35:27

Dr. Ibrahim Sabek dives into how AI is transforming large-scale data systems. He explains scalable data processing techniques that handle massive datasets. The discussion covers replacing database components like query optimizers with machine learning models to improve efficiency. Other topics include knowledge base construction from unstructured data and special considerations for managing spatial location data. Key highlights include using AI for automatic database tuning, building learned indexes instead of traditional data structures, and even full replacements of database systems with end-to-end machine learning models. Overall, essential listening for anyone interested in the cutting-edge AI, machine learning, data systems, and database infrastructure powering modern tech giants. #AI #machinelearning #knowledgebase #largelanguagemodels #ethics #aisafety


Hosted by Naja Faysal, founder of Parrots Lab Media, The Moon Shooters Podcast turns its focus to the dynamic and often overlooked economic landscape of California's Inland Empire. This isn't about distant corporate giants; it's a close-up on the ground-level hustle and vision shaping communities from Riverside to San Bernardino. Each conversation pulls back the curtain on the real journeys of local leaders and entrepreneurs-the setbacks, the breakthroughs, and the hard-won lessons that don't make it into typical business headlines. You'll hear founders discuss the specific challenges of scaling a venture in this region, alongside the unique opportunities that make it a fertile ground for innovation. The dialogue goes beyond inspiration to practical insight, aiming to forge connections and share strategies that actively support the ecosystem. By highlighting these stories, the podcast creates a resource for anyone invested in the area's commercial vitality, whether they're running a startup or considering a new venture. Tune in for genuine, detailed conversations that map the human ambition behind local growth, one episode at a time.
Author: Language: English Episodes: 96

The Moon Shooters Podcast by Parrots Lab Media
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