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    Two ships identified by a machine learning model, one of them incorrectly labeled as a sailboat.

    Why, When, and How to Retrain Machine Learning Models

    Once you train a machine learning model effectively, it has the ability to perform incredibly useful tasks, like detecting objects on real-time...
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    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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    A graphic showing multiple text boxes and a magnifying lens to indicate text classification.

    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 and 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 With LLMs

    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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    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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    Text classification using the Llama model

    LLMs for Text Classification: A Guide to Supervised Learning

    This blog post is part of a series on using large language models for text classification. View the other posts here: Unsupervised Text...
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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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    Banner image of Built In Best Places to Work awards, showing badges for 2022, 2023, and 2024.

    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

    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 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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    Overhead photography of cars in a parking lot; a yellow car has been selected for computer vision.

    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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    Satellite image of the port of Rotterdam, The Netherlands

    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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