Posts by Miguel Martinez
Data Science
Jan 13, 2022
Accelerating Trustworthy AI for Credit Risk Management
On April 21, 2021, the EU Commission of the European Union issued a proposal for a regulation to harmonize the rules governing the design and marketing of AI...
12 MIN READ
Data Science
Dec 08, 2021
Deep Learning vs Machine Learning Challenger Models for Default Risk with Explainability
Data Scientists and Machine Learning Engineers often face the dilemma of “machine learning compared to deep learning” classifier usage for their business...
18 MIN READ
Data Science
Sep 01, 2021
Machine Learning Frameworks Interoperability, Part 3: Zero-Copy in Action using an E2E Pipeline
Introduction Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of...
7 MIN READ
Data Science
Aug 17, 2021
Machine Learning Frameworks Interoperability, Part 2: Data Loading and Data Transfer Bottlenecks
Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of building blocks,...
6 MIN READ
Data Science
Aug 09, 2021
Machine Learning Frameworks Interoperability, Part 1: Memory Layouts and Memory Pools
Introduction Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of...
10 MIN READ
Data Science
Jul 26, 2021
Accelerating Volkswagen Connected Car Data Pipelines 100x Faster with NVIDIA RAPIDS
Connected cars are vehicles that communicate with other vehicles using backend systems to enhance usability, enable convenient services, and keep distributed...
18 MIN READ