AI vs. Automation Workshop by Joseph Busch

AI vs. Automation: Automated Tagging and Machine Learning Workshop
Voor belangstellenden hier vast de agenda van de workshop van Joseph Busch. [Propaganda voor zijn keynote stond al in onze vorige post]

Time	Format	Description	Outcomes
30 min	Lecture	What is artificial intelligence, automated tagging, and machine learning.	Understand the key features and differences of AI, automated tagging, and machine learning.
30 min	Demo	Demo some natural language processing, entity extraction, and complex Boolean query tagging tools: – Lexalytics Semantria. ^[1] – Data Harmony Machine Aided Indexer (MAI) ^[2]	Understand the types of features that differentiate automated tagging tools, and the criteria for evaluating them.
30 min	Activity	Participate in a query building exercise working hands-on with tagging tools: – Lexalytics Semantria for Excel. – Data Harmony Machine Aided Indexer (MAI)	Obtain a practical understanding of how to build an automated classifier.
30 min	Lecture & demo	Review the pitfalls and benefits of machine learning in practice. Demo Unsilo ^[3], an unsupervised machine learning tool.	Understand the differences between supervised and unsupervised machine learning. Be aware of potential unintended consequences of unsupervised machine learning.