ALEX GORELIK - Automated Data Classification скачать в хорошем качестве

ALEX GORELIK - Automated Data Classification

Learn the latest advancements in AI, all from the comfort of your home office: https://odsc.com/boston/virtual/. Alex Gorelik is a technology executive and entrepreneur with over 20 years of experience in the software industry who brings a wealth of information to any audience he engages with. In this video, Alex will be discussing automated data classification. What it is, how it can help organizations manage their data more efficiently, comply with regulatory requirements, enhance data security, and support data analysis and decision-making. Importance of automated data classification simply put, it is a critical tool for managing and leveraging data effectively in large enterprises. New sessions & tracks have been added as the ODSC Team works hard to bring the most insightful speakers and provide you with the best virtual experience - https://odsc.com/boston/ Key Topics: 0:00 - Introduction 0:26 - Data Privacy Ecosystem 1:10 - Data Mindfulness 2:46 - Semantic labels are organized into an ontology 3:10 - Annotations 4:05 - Expressibility 7:59 - Manual/Human Annotation 10:25 - Automation Benifits 14:35 - Feld Level Automation Apprpaches 19:15 - Functional Aligement 21:40 - Automation - Dataset Level 22:55 - Conclusion Related Blogs Automated Data Labeling for Text Classification: https://opendatascience.com/automated... Three Methods of Data Pre-Processing for Text Classification: https://opendatascience.com/three-met... Exploring handwritten digit classification: a tidy analysis of the MNIST dataset: https://opendatascience.com/exploring... How to Train a Classification Model with TensorFlow in 10 Minutes: https://opendatascience.com/introduct... Paving the Road to Facial Classification Accuracy: https://opendatascience.com/paving-th...