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:…
Category: Python
Python, a versatile and user-friendly programming language, has become the de facto language for AI and ML development. Its extensive libraries, such as NumPy, Pandas, and SciPy, provide powerful data manipulation, analysis, and scientific computing capabilities.
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…
Acceleration in Python: Which Is Right for Your Project?
Dale Tovar, data scientist, will highlight three main ways open source developers have approached writing performant Python libraries using multiple l…
