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Practical AI

Broccoli AI at its best 🥦

Jul 31, 2024
Join Bengsoon Chuah, a data scientist in the energy sector, as he dives into the world of practical AI. He discusses the concept of 'Broccoli AI'—healthy AI for businesses. Bengsoon shares insights on deploying NLP pipelines in on-prem environments and navigating challenges like limited cloud access. He emphasizes the integration of machine learning with existing data and the vital role of subject matter experts in analyzing unstructured data for safety. Get ready for innovative strategies in AI deployment and project management!
42:31

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Podcast summary created with Snipd AI

Quick takeaways

  • Leveraging unstructured data in the energy sector can uncover critical insights, emphasizing the importance of collaboration among data scientists and teams.
  • Active user engagement in the labeling process significantly enhances the accuracy of machine learning models while fostering a sense of ownership among stakeholders.

Deep dives

Navigating Data Science in the Energy Sector

Working as a data scientist in the energy sector presents unique challenges and learning opportunities, particularly due to the sector's traditional nature. Many companies in this field lack access to cloud services and modern technologies, yet there is still a strong demand for data-driven innovation. The speaker emphasizes the value of active learning and machine learning approaches, showcasing how these concepts can be integrated effectively within a legacy infrastructure. By focusing on practical solutions, the speaker addresses how to leverage existing unstructured data to deliver actionable insights despite the limitations of traditional environments.

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