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Improving Agent Systems & AI Reasoning

Improving Agent Systems & AI Reasoning

by Dr. Owns | Feb 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

DeepSeek-R1, OpenAI o1 & o3, Test-Time Compute Scaling, Model Post-Training and the Transition to Reasoning Language Models (RLMs)Image by author and GPT-4o meant to represent DeepSeek and other competitive GenAI model providersIntroductionOver the past year...
New-Generation Marketing Mix Modelling with Meridian

New-Generation Marketing Mix Modelling with Meridian

by Dr. Owns | Feb 2, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

A quick introduction to the latest MMM framework from Google.Photo by Naser Tamimi on UnsplashWhat is MMM ?How does Meridian differ from previous MMM ?A practical use case with MeridianWhat is MMM ?Marketing Mix Modeling is an old statistical approach that tries to...
Sparse AutoEncoder: from Superposition to interpretable features

Sparse AutoEncoder: from Superposition to interpretable features

by Dr. Owns | Feb 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Disentangle features in complex Neural Network with superpositionsComplex neural networks, such as Large Language Models (LLMs), suffer quite often from interpretability challenges. One of the most important reasons for such difficulty is superposition — a phenomenon...
Injecting domain expertise into your AI system

Injecting domain expertise into your AI system

by Dr. Owns | Feb 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

How to connect the dots between AI technology and real life(Source: Getty Images)When starting their AI initiatives, many companies are trapped in silos and treat AI as a purely technical enterprise, sidelining domain experts or involving them too late. They end up...
Are Data Scientists at Risk in 2025?

Are Data Scientists at Risk in 2025?

by Dr. Owns | Feb 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

The impact of AI on data science jobs.Continue reading on Towards Data Science » ​The impact of AI on data science jobs.Continue reading on Towards Data Science »  programming, technology, machine-learning, data-science, artificial-intelligence Towards Data Science...
Rapid Data Visualization with Copilot and Plotly

Rapid Data Visualization with Copilot and Plotly

by Dr. Owns | Feb 1, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Code visualizations quickly and efficiently with Copilot, Plotly, and StreamlitContinue reading on Towards Data Science » ​Code visualizations quickly and efficiently with Copilot, Plotly, and StreamlitContinue reading on Towards Data Science »  pair-programming,...
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