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Your Next ‘Large’ Language Model Might Not Be Large After All

Your Next ‘Large’ Language Model Might Not Be Large After All

by Dr. Owns | Nov 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A 27M-parameter model just outperformed giants like DeepSeek R1, o3-mini, and Claude 3.7 on reasoning tasks The post Your Next ‘Large’ Language Model Might Not Be Large After All appeared first on Towards Data Science. ​A 27M-parameter model just outperformed giants...
Your Next ‘Large’ Language Model Might Not Be Large After All

Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time Series

by Dr. Owns | Nov 22, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A step-by-step breakdown of empirical mode decomposition to help you extract patterns from time series The post Empirical Mode Decomposition: The Most Intuitive Way to Decompose Complex Signals and Time Series appeared first on Towards Data Science. ​A step-by-step...
Your Next ‘Large’ Language Model Might Not Be Large After All

Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off

by Dr. Owns | Nov 22, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

The best models live in the sweet spot: generalizing well, learning enough, but not too much The post Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off appeared first on Towards Data Science. ​The best models live in the sweet...
Your Next ‘Large’ Language Model Might Not Be Large After All

Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB

by Dr. Owns | Nov 21, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How I learned to handle growing datasets without slowing down my entire workflow The post Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB appeared first on Towards Data Science. ​How I learned to handle growing datasets without slowing down my...
Your Next ‘Large’ Language Model Might Not Be Large After All

How To Build a Graph-Based Recommendation Engine Using EDG and Neo4j

by Dr. Owns | Nov 21, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Use a shared taxonomy to connect RDF and property graphs—and power smarter recommendations with inferencing The post How To Build a Graph-Based Recommendation Engine Using EDG and Neo4j appeared first on Towards Data Science. ​Use a shared taxonomy to connect RDF and...
Your Next ‘Large’ Language Model Might Not Be Large After All

Natural Language Visualization and the Future of Data Analysis and Presentation

by Dr. Owns | Nov 21, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Will conversational interaction replace SQL queries, KPI reports, and dashboards? The post Natural Language Visualization and the Future of Data Analysis and Presentation appeared first on Towards Data Science. ​Will conversational interaction replace SQL queries, KPI...
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