Event Recap: Mastering AI/ML Infrastructure Scalability with Hope Wang
On June 12th, OpenTeams organized an event called "Enhancing AI/ML Infrastructure Scalability; Advice for Engineering Managers." The session, led by H…
Tag: ML
AI and ML: Opportunities and Challenges for Engineering Managers
Artificial Intelligence (AI) and Machine Learning (ML) have emerged as transformative technologies that are reshaping industries, including engineerin…
Transforming ML Infrastructure for Improved Model Maintenance and Performance
This case study highlights the exceptional technical leadership and expertise of Nan Qin, an Open Source Architect and OpenTeams partner. Nan Qin play…
Quality AI/ML Models by Design with PiML: PiML Roundtable
Join Agus Sudjianto, Rafic Fahs, Patrick Hall, Sri Krishnamurthy, and Nicholas Schmidt as they discuss a variety of topics related to PiML, including:…
Quality AI/ML Models by Design with PiML: PiML in the Enterprise: The Opportunity
The power of machine learning represents enormous potential value to enterprise. As well, however, the possibility for errors, inaccuracies, inequitie…
Quality AI/ML Models by Design with PiML: PiML and Model Fairness
One of the significant concerns that emerged after extended use of machine learning at large scale was the propensity for machine learning models to i…
Quality AI/ML Models by Design with PiML: Key PiML Features
There is a wide variety of analytical tools that can be used to provide insight into machine model reliability, resilience, fairness, and other proper…
Quality AI/ML Models by Design with PiML: Why PiML?
Machine learning is an established discipline and tool set that has proven extremely powerful across a wide range of applications. This power has brou…
Accelerate ML Cycle with Deep Lake, the Data Lake for Deep Learning
One of three ML projects fails due to the lack of a solid data foundation. Projects suffer from low-quality data, under-utilized compute, & significan…
Talking ML and Cloud Transformation at AI-First Companies with @searchguy, aka Antonio Gulli
This Humans of Machine Learning interview has us sitting down with Searchguy, aka Antonio Gulli, who’s been a pioneer in the world of data science f…
