Leveraging Machine Learning for Effective Document Processing
Presentation Date & Time:
Date: May 18th
Time: 1:45 PM to 2:35 PM
Presenter Information:
Name: Holt Skinner
Organization: Google
Presentation Description:
Companies around the world rely heavily on documents to store and convey information. This information often needs to be digitized for it to become useful; however, this is usually accomplished through time-intensive, manual processes. This is especially prevalent in the financial sector where many businesses need a paper trail. Using advancements in machine learning and cloud technology, it's possible to automate many of these processes to make them more efficient and scalable. Document Understanding is the study and implementation of AI/ML towards document processing, including Optical Character Recognition, Entity Extraction, Natural Language, Large Language Models, Classification, and Generative AI. In addition, we will discuss Document AI, a platform from Google Cloud that takes unstructured data from documents and transforms it into structured data, making it easier to understand, analyze, and consume.
Presentation Date & Time:
Date: May 18th
Time: 1:45 PM to 2:35 PM
Presenter Information:
Name: Holt Skinner
Organization: Google
Presentation Description:
Companies around the world rely heavily on documents to store and convey information. This information often needs to be digitized for it to become useful; however, this is usually accomplished through time-intensive, manual processes. This is especially prevalent in the financial sector where many businesses need a paper trail. Using advancements in machine learning and cloud technology, it's possible to automate many of these processes to make them more efficient and scalable. Document Understanding is the study and implementation of AI/ML towards document processing, including Optical Character Recognition, Entity Extraction, Natural Language, Large Language Models, Classification, and Generative AI. In addition, we will discuss Document AI, a platform from Google Cloud that takes unstructured data from documents and transforms it into structured data, making it easier to understand, analyze, and consume.
Holt Skinner Biography
Holt Skinner works as a Developer Advocate for Google Cloud Emerging AI Solutions, currently focused on Document AI and Generative AI App Builder. He has recently launched a YouTube series "The Future of Documents" to help developers learn about unstructured data and how to get the most out of it using Cloud technologies. When not working in tech, Holt also performs as a classical singer in the Austin area.
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