Pachyderm
Case Studies
How Pachyderm Is Used to Support Adarga in Analyzing Huge Volumes of Information
Overview
How Pachyderm Is Used to Support Adarga in Analyzing Huge Volumes of InformationPachyderm |
Analytics & Modeling - Machine Learning Analytics & Modeling - Natural Language Processing (NLP) Platform as a Service (PaaS) - Data Management Platforms | |
National Security & Defense Software | |
Product Research & Development Quality Assurance | |
Data Science Services Software Design & Engineering Services | |
Operational Impact
Adarga was able to use Pachyderm to split up pre-processing across multiple parallel pipelines, providing a 10-12x reduction in processing time. | |
Pachyderm has allowed Adarga to significantly narrow the gap between data science research and product development. | |
Pachyderm facilitates MLOps best practice by providing audit trails and traceability from production all the way back to training. | |
Quantitative Benefit
10-12x Improvement in Processing Speed | |
Significant reduction in overall processing times due to Pachyderm only processing new data as it’s added rather than rerunning an entire data set. | |
Increased confidence within product development due to improved exposure of data science across the organization. | |