Blog

Eric Korman Explains Valor and Its Step Change for Model Evaluation

Eric Korman is the Chief Science Officer at Striveworks. He leads our Research and Development Team, which recently released Valor—our...

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What Is Data Lineage?

Data lineage refers to the full history of data points and actions taken on them throughout a machine learning (ML) workflow. By inspecting a...

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Understanding Performance Bias With the Valor Model Evaluation Service

Machine learning benchmarks like ImageNet, COCO, and LLM Leaderboard usually target a single metric, such as accuracy for classification tasks or...

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To Build or Buy an MLOps Platform?

It’s the oldest debate in business (or at least the oldest since Silicon Valley invented software-as-a-service). “If we need software, should we buy...

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Text Classification With LLMs: A Roundup of the Best Methods

This blog post is part of a series on using large language models for text classification. View the other posts here: LLMs for Text Classification:...

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Striveworks Introduces Valor, the Open-Source Tool to Evaluate Models

Striveworks, a leading machine learning operations firm, has launched Valor, a state-of-the-art, open-source tool that revolutionizes model...

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Striveworks President Paul Brinkley: MLOps, Growth & Catching the Right Wave

Paul Brinkley has had a diverse career. From doctoral studies on neural networks in the ’90s to senior roles with communications companies,...

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Unsupervised Text Classification: Categorize Natural Language Data With LLMs

This blog post is part of a series on using large language models for text classification. View the other posts here:

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The Biggest Challenges With Geospatial Analysis

This blog post is part of a series on geospatial analysis. View the other posts here: What is Geospatial Analysis? How Geospatial Machine...

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LLMs for Text Classification: A Guide to Supervised Learning

By Benjamin Nativi, Will Porteous, and Linnea Wolniewicz Large language models (LLMs) like GPT, which powers Open AI’s ChatGPT, have sparked a...

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Geospatial Machine Learning Transforms Decision-Making (7 Use Cases)

This blog post is part of a series on geospatial analysis. View the other posts here: What is Geospatial Analysis? The Biggest Challenges With...

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Built In Honors Striveworks in Its 2024 Best Places to Work Awards

Striveworks was named as a Best Startup to Work For in Austin, Texas, on Built In’s Best Places to Work List. Originally published on January 9, 2024...

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Striveworks Secures Patent for Innovative Data Lineage Process

The new process grants greater transparency into machine learning workflows and allows for better data governance. Originally published on January 4,...

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Navigating AI’s ‘Messy Middle’ in 2024

With all due apologies to our future president, Taylor Swift, 2023 was the year of AI. The excitement around generative AI crescendoed, seeing vastly...

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Striveworks Honored with 2023 Built In Best Places to Work Awards

Striveworks was honored by Built In in its 2023 Best Places To Work Awards for Austin. Striveworks won awards in two categories: Best Places to Work...

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Demystifying CV: The Power of Convolution in Neural Networks

Computer vision is an innovative field of research that aims to provide computers with an understanding of digital imagery, often through artificial...

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Striveworks Joins the 2023 Deloitte Technology Fast 500™

Attributes 497% revenue growth to urgent, global need for real-time intelligence and insights. Originally published on November 8, 2023 at PR.com. ...

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What Is Geospatial Analysis?

This blog post is part of a series on geospatial analysis. View the other posts here: How Geospatial Machine Learning Transforms Decision-Making...

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Understanding Neural Networks and the Training Process

Training a neural network involves a lot of mathematics, including linear algebra and multivariate calculus, and a lot of computation. The purpose of...

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Striveworks Raises $33 Million in First Institutional Round

Striveworks' Funding, Led by Centana Growth Partners, Focuses on Team Expansion to Drive Growth (Austin, TX) June 13, 2023 - Striveworks, a leading...

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