In this video presentation from our friends over at FourthBrain we have a timely presentation by Jeff Boudier, Product Director at Hugging Face, to discuss building machine learning apps with Hugging Face from LLMs to diffusion modeling.
Search Results for: modeling
Video Highlights: Building Machine Learning Apps with Hugging Face: LLMs to Diffusion Modeling
April 15, 2023 by Leave a Comment
2023 Trends in Data Modeling
November 17, 2022 by Leave a Comment
In this contributed article, editorial consultant Jelani Harper discusses how the centrality of data modeling to data management will likely remain for some time. What’s most notable about this fact is it’s becoming considerably simpler to perform some of the basic tasks associated with this discipline. From flexible, schema-on-read models to the multitude of options for clarifying semantics and implementing the basics of domain models, data modeling’s effectiveness is increasing almost as much as the effort it requires is decreasing.
Machine Learning Model Management: Ensemble Modeling
August 23, 2022 by Leave a Comment
In this contributed article, editorial consultant Jelani Harper highlights how the machine learning approach called ensemble modeling enables organizations to utilize an assortment of models and combine them, and their predictive accuracies, to get the best result.
2022 Trends in Data Modeling: The Interoperability Opportunity
October 25, 2021 by Leave a Comment
In this contributed article, editorial consultant Jelani Harper offers some intriguing trends for 2022 centered around data modeling and the interoperability opportunity. A plethora of methods including data fabrics, revamped cloud native Master Data Management capabilities, and governance frameworks employing cognitive computing to point-and-click at sources for detailed cataloging of their data are viable means of implementing data models across the heterogeneity of the modern enterprise’s data.
Why Modeling Languages are the Key to Data-Based Decision Making
August 2, 2021 by Leave a Comment
In this contributed article, Angshuman Guha, CEO and Co-Founder of bipp, discusses how businesses are now looking at data in different ways, with CIOs forecast to spend more on data and business analytics than any other technology. This creates an urgent need to build trust in the data to realize the return on this investment. Data modeling languages ensure everyone uses the same vocabulary to represent critical KPIs and data. They improve data quality, collaboration, productivity while reducing inconsistencies, which all lead to trust.
2021 Trends in Data Modeling: Attaining the Universal Data Model Ideal
October 29, 2020 by 16 Comments
In this contributed article, editorial consultant Jelani Harper offers a number of important trends in data modeling for 2021, specifically inroads for attaining the universal data model ideal. Common data models are speedily becoming a necessity for organizations to determine all relevant data for any singular use case, the most convincing of which is still cognitive computing deployments.
Data Science Demystified: The Data Modeling Proposition
June 5, 2020 by 2 Comments
In this contributed article, editorial consultant Jelani Harper discusses how data modeling is the foundation of the data science discipline that’s responsible for the adaptive, predictive analytics that are so critical to the current data ecosystem. Before data scientists can refine cognitive computing models or build applications with them to solve specific business problems, they must rectify differences in data models to leverage different types of data for a single use case.
Enhancing Predictive Cognitive Computing Models with Traditional Data Modeling
April 8, 2020 by Leave a Comment
In this contributed article, editorial consultant Jelani Harper suggests that with so much attention devoted to the purported wonders of predictive cognitive computing models (typically characterized by classic machine learning and deep learning), it’s easy to lose sight of the conventional data models underpinning these applications.
2020 Trends in Data Modeling: Unparalleled Advancement
November 29, 2019 by Leave a Comment
In this contributed article, editorial consultant Jelani Harper discusses how data modeling for 2020 and beyond will increasingly become characterized by data shapes, digital twins, ensemble modeling, ongoing model management, and model validation measures to satisfy what is quickly becoming the most demanding task in the data sphere.
Sigma Announces Visual Data Modeling, SQL Runner and One-click Snowflake Integration
June 9, 2019 by Leave a Comment
Sigma, an innovator in cloud business intelligence (BI) and analytics, announced its forthcoming release of a visual data modeling capability, SQL Runner, and one-click Snowflake integration, allowing anyone to explore data in cloud warehouses and generate insights in minutes.
