--- title: News & Insights | Tech and data (3) description: Tech and data | Explore the latest insights on carbon markets, offset trends, and pricing with AlliedOffsets. Our blogs are all data driven and dives into key developments shaping the carbon market. (3) --- [![AlliedOffsets logo](https://blog.alliedoffsets.com/hubfs/AlliedOffsets_July2026/images/AlliedOffsets-logo.svg "AlliedOffsets logo")](http://alliedoffsets.com) [![logo](https://blog.alliedoffsets.com/hubfs/AlliedOffsets_July2026/images/logo%20(2).svg "logo")](https://staging-wp.alliedoffsets.com/) - About - [About](https://staging-wp.alliedoffsets.com/about/) - [Clients & Partners](https://staging-wp.alliedoffsets.com/clients-partners/) - [Team & Careers](https://staging-wp.alliedoffsets.com/team-careers/) - Products - [API: Data Integration](https://staging-wp.alliedoffsets.com/api/) - [Dashboard: Carbon Data](https://staging-wp.alliedoffsets.com/dashboard/) - [Consulting and Bespoke Offerings](https://staging-wp.alliedoffsets.com/consulting-and-bespoke-offerings/) - [Portfolio Monitoring](https://staging-wp.alliedoffsets.com/portfolio-monitoring/) - Carbon Data - [Carbon Pricing](https://staging-wp.alliedoffsets.com/pricing/) - [Carbon Market Forecasting](https://staging-wp.alliedoffsets.com/forecasting/) - [Carbon Policy](https://staging-wp.alliedoffsets.com/policy/) - [CDR Data](https://staging-wp.alliedoffsets.com/cdr/) - [Buyers](https://staging-wp.alliedoffsets.com/buyers/) - Solutions - [Investing in projects](https://staging-wp.alliedoffsets.com/investing-in-projects/) - [Developing projects](https://staging-wp.alliedoffsets.com/developing-projects/) - [Sourcing projects](https://staging-wp.alliedoffsets.com/sourcing-projects/) - [Selling credits](https://staging-wp.alliedoffsets.com/selling-credits/) - [Trading credits](https://staging-wp.alliedoffsets.com/trading-credits/) - [Market Trends](https://staging-wp.alliedoffsets.com/market-trends/) - Insights & Resources - [Reports, webinars & events](https://staging-wp.alliedoffsets.com/reports/) - [Newsletter](https://staging-wp.alliedoffsets.com/newsletter/) - [Media & Citations](https://staging-wp.alliedoffsets.com/media-citations/) - [Contact](https://staging-wp.alliedoffsets.com/contact/) - About - [About](https://staging-wp.alliedoffsets.com/about/) - [Clients & Partners](https://staging-wp.alliedoffsets.com/clients-partners/) - [Team & Careers](https://staging-wp.alliedoffsets.com/team-careers/) - Products - [API: Data Integration](https://staging-wp.alliedoffsets.com/api/) - [Dashboard: Carbon Data](https://staging-wp.alliedoffsets.com/dashboard/) - [Consulting and Bespoke Offerings](https://staging-wp.alliedoffsets.com/consulting-and-bespoke-offerings/) - [Portfolio Monitoring](https://staging-wp.alliedoffsets.com/portfolio-monitoring/) - Carbon Data - [Carbon Pricing](https://staging-wp.alliedoffsets.com/pricing/) - [Carbon Market Forecasting](https://staging-wp.alliedoffsets.com/forecasting/) - [Carbon Policy](https://staging-wp.alliedoffsets.com/policy/) - [CDR Data](https://staging-wp.alliedoffsets.com/cdr/) - [Buyers](https://staging-wp.alliedoffsets.com/buyers/) - Solutions - [Investing in projects](https://staging-wp.alliedoffsets.com/investing-in-projects/) - [Developing projects](https://staging-wp.alliedoffsets.com/developing-projects/) - [Sourcing projects](https://staging-wp.alliedoffsets.com/sourcing-projects/) - [Selling credits](https://staging-wp.alliedoffsets.com/selling-credits/) - [Trading credits](https://staging-wp.alliedoffsets.com/trading-credits/) - [Market Trends](https://staging-wp.alliedoffsets.com/market-trends/) - Insights & Resources - [Reports, webinars & events](https://staging-wp.alliedoffsets.com/reports/) - [Newsletter](https://staging-wp.alliedoffsets.com/newsletter/) - [Media & Citations](https://staging-wp.alliedoffsets.com/media-citations/) - [Contact](https://staging-wp.alliedoffsets.com/contact/) ![carbon market blogs ](https://blog.alliedoffsets.com/hubfs/nathan-anderson-abdHA3eHFXs-unsplash%20(1).jpg) # Carbon market blogs # and insights Explore the latest insights on carbon markets, offset trends, and pricing with AlliedOffsets. Our blogs are all data driven and dives into key developments shaping the carbon market. ## Tech and data [Tushar Babbar](https://blog.alliedoffsets.com/author/tushar-babbar) 04/19/2023 [Tech and data](https://blog.alliedoffsets.com/tag/tech-and-data) [0 Comments](https://blog.alliedoffsets.com/beyond-the-basics-exploring-advanced-regression-models-for-numerical-attribute-prediction#postComment) #### [Beyond the Basics: Exploring Advanced Regression Models for Numerical Attribute Prediction](https://blog.alliedoffsets.com/beyond-the-basics-exploring-advanced-regression-models-for-numerical-attribute-prediction) Regression analysis is a fundamental technique used in data science to model the relationship… [Read More](https://blog.alliedoffsets.com/beyond-the-basics-exploring-advanced-regression-models-for-numerical-attribute-prediction) [Tushar Babbar](https://blog.alliedoffsets.com/author/tushar-babbar) 04/14/2023 [Tech and data](https://blog.alliedoffsets.com/tag/tech-and-data) [0 Comments](https://blog.alliedoffsets.com/are-your-machine-learning-models-making-these-common-mistakes-learn-how-to-avoid-overfitting-and-underfitting#postComment) #### [Are Your Machine Learning Models Making These Common Mistakes? Learn How to Avoid Overfitting and Underfitting](https://blog.alliedoffsets.com/are-your-machine-learning-models-making-these-common-mistakes-learn-how-to-avoid-overfitting-and-underfitting) We keep the model where the validation loss is at a minimum. As the world becomes increasingly… [Read More](https://blog.alliedoffsets.com/are-your-machine-learning-models-making-these-common-mistakes-learn-how-to-avoid-overfitting-and-underfitting) [Tushar Babbar](https://blog.alliedoffsets.com/author/tushar-babbar) 04/12/2023 [Tech and data](https://blog.alliedoffsets.com/tag/tech-and-data) [0 Comments](https://blog.alliedoffsets.com/a-beginners-guide-to-regression-models-for-numerical-attribute-prediction#postComment) #### [A Beginner’s Guide to Regression Models for Numerical Attribute Prediction](https://blog.alliedoffsets.com/a-beginners-guide-to-regression-models-for-numerical-attribute-prediction) Regression analysis is a popular machine-learning technique used to predict numerical attributes.… [Read More](https://blog.alliedoffsets.com/a-beginners-guide-to-regression-models-for-numerical-attribute-prediction) [Tushar Babbar](https://blog.alliedoffsets.com/author/tushar-babbar) 12/05/2022 [Data Insights](https://blog.alliedoffsets.com/tag/data-insights), [Tech and data](https://blog.alliedoffsets.com/tag/tech-and-data) [0 Comments](https://blog.alliedoffsets.com/using-sankey-charts-to-determine-retirement-flow-patterns-in-the-vcm#postComment) #### [Using Sankey Charts to Determine Retirement Flow Patterns in the VCM](https://blog.alliedoffsets.com/using-sankey-charts-to-determine-retirement-flow-patterns-in-the-vcm) In this blog, we visualise credit retirement flows using Sankey charts and look at some of the key… [Read More](https://blog.alliedoffsets.com/using-sankey-charts-to-determine-retirement-flow-patterns-in-the-vcm) [1](https://blog.alliedoffsets.com) [2](https://blog.alliedoffsets.com/tag/tech-and-data/page/2) [3](https://blog.alliedoffsets.com/tag/tech-and-data/page/3) ### Category - [Data Insights (111)](https://blog.alliedoffsets.com/tag/data-insights) - [AlliedOffsets Data Updates (71)](https://blog.alliedoffsets.com/tag/alliedoffsets-data-updates) - [CDR (44)](https://blog.alliedoffsets.com/tag/cdr) - [Webinars and Events (38)](https://blog.alliedoffsets.com/tag/webinars-and-events) - [Policy (37)](https://blog.alliedoffsets.com/tag/policy) ### Popular Posts [Tushar Babbar](https://blog.alliedoffsets.com/author/tushar-babbar) 05/17/2023 [Tech and data](https://blog.alliedoffsets.com/tag/tech-and-data) [Boost Your Binary Classification Game: AUC-ROC vs AUC-PR — Which One Should You Use?](https://blog.alliedoffsets.com/boost-your-binary-classification-game-auc-roc-vs-auc-pr-which-one-should-you-use) [Pranav Balaji](https://blog.alliedoffsets.com/author/pranav-balaji) 03/21/2025 [CDR](https://blog.alliedoffsets.com/tag/cdr), [Data Insights](https://blog.alliedoffsets.com/tag/data-insights) [The Current State of Direct Air Capture](https://blog.alliedoffsets.com/the-current-state-of-direct-air-capture) [Pranav Balaji](https://blog.alliedoffsets.com/author/pranav-balaji) 07/23/2025 [CDR](https://blog.alliedoffsets.com/tag/cdr), [Data Insights](https://blog.alliedoffsets.com/tag/data-insights) [State of the Market: Carbon Dioxide Removal (CDR) 2025](https://blog.alliedoffsets.com/state-of-the-market-cdr-2025) [Tushar Babbar](https://blog.alliedoffsets.com/author/tushar-babbar) 04/26/2023 [Tech and data](https://blog.alliedoffsets.com/tag/tech-and-data) [Understanding the Difference Between Linear and Logistic Regression Models](https://blog.alliedoffsets.com/understanding-the-difference-between-linear-and-logistic-regression-models) [![Allied](https://blog.alliedoffsets.com/hubfs/AlliedOffsets_July2026/images/logo%20(2).svg "Allied")](https://staging-wp.alliedoffsets.com/) - [About](https://staging-wp.alliedoffsets.com/about/) - [Clients & Partners](https://staging-wp.alliedoffsets.com/clients-partners/) - [Dashboard](https://staging-wp.alliedoffsets.com/dashboard/) - [Reports & Webinars](https://staging-wp.alliedoffsets.com/reports/) - [Contact](https://staging-wp.alliedoffsets.com/contact/) ©2026 AlliedOffsets, All rights reserved. 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