A space for data analytics & AI related technical resources and discussions.
Training machine learning models successfully requires clean data and, often, new tags describing data records. Monarch is an excellent tool for doing this efficiently. This demonstration uses Altair AI Studio for ingesting data and running machine learning models. Recorded August 28, 2024 Presented by Alice Ristorto
This is a continuation of the July 31, 2024 coffee break and demonstrates how to use Monarch to compare multiple documents and identify exceptions and/or missing data. Recorded August 14, 2024 Presented by Allegra Missildine
This session explains how you can use Monarch to pull data from payroll reports for analysis and identify discrepancies. Recorded July 31, 2024 Presented by LaRue Brown
Once we have tabular data, another challenge that often arises is the inability to link multiple datasets together, especially if the underlying tables are from different sources. This session focuses on how to combine data from multiple data sources using Altair Monarch. Recorded July 17, 2024 Presented by LaRue Brown
Extracting data from hierarchical reports is one challenge. However, once the data are extracted, the next challenge is transforming the data to match a target system’s schema and/or for advanced data processing. This session focuses on how to clean, normalize, and aggregate tabular data. Recorded July 3, 2024 Presented…
Excel is great for collecting, aggregating, and visualizing data, but people also use it to create reports. The key challenge is that reports built in Excel lose analytical value. This session focuses on how to convert report-like Excel sheets to usable, clean data. Recorded June 19, 2024 Presented by LaRue Brown
Data is often locked in PDF and text files, which are great for reporting, but present unique challenges for analytics. This session shows how to extract data from hierarchal PDF reports and convert it into a tabular format. Recorded June 5, 2024 Presented by Allegra Missildine
Recording of Monarch 1 Day Training Workshop in Tysons Corner, VA
Recording of Monarch 1 Day Training Workshop in Raleigh NC
Monarch has two components; Classic and Data Prep Studio. This video series highlights the key differences between the two applications and highlights unique features in both applications. The information in these videos will give an explanation of the benefits of learning how to use BOTH Classic and Data Prep Studio and…
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