Model Selection: Building 5 Machine Learning Models (Part II) medium.com Post date October 10, 2024 No Comments on Model Selection: Building 5 Machine Learning Models (Part II) External Tags data-science, hands-on-tutorials, machine-learning, model-evaluation, programming
What Exactly Is an “Eval” and Why Should Product Managers Care? towardsdatascience.com Post date July 25, 2024 No Comments on What Exactly Is an “Eval” and Why Should Product Managers Care? External Tags ai-product-management, evaluation, model-evaluation, notes-from-industry, product-management
Good Models do not Match Variance win-vector.com Post date June 15, 2024 No Comments on Good Models do not Match Variance External Tags Expository Writing, model-evaluation, Opinion, Tutorials, variance
Exploring mergekit for Model Merge and AutoEval for Model Evaluation towardsdatascience.com Post date January 19, 2024 No Comments on Exploring mergekit for Model Merge and AutoEval for Model Evaluation External Tags fine tuning, LLM, llmops, model-evaluation, model-merging
Understanding AUC Scores in Depth: What’s the Point? medium.com Post date September 2, 2023 No Comments on Understanding AUC Scores in Depth: What’s the Point? External Tags data-science, machine-learning, model-evaluation, performance-metrics, roc-curve
How to Compare ML Solutions Effectively? towardsdatascience.com Post date July 8, 2023 No Comments on How to Compare ML Solutions Effectively? External Tags implementation-complexity, machine-learning, model-comparison, model-evaluation, prototyping
How To Best Leverage OpenAI’s Evals Framework towardsdatascience.com Post date May 23, 2023 No Comments on How To Best Leverage OpenAI’s Evals Framework External Tags eval, large-language-models, llmops, model-evaluation, openai
How to Evaluate the Performance of Your ML/ AI Models medium.com Post date May 20, 2023 No Comments on How to Evaluate the Performance of Your ML/ AI Models External Tags artificial-intelligence, computer-science, data-science, machine-learning, model-evaluation
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