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Starting Simple: The Strategic Advantage of Baseline Models in Machine Learning
This story was originally published on HackerNoon at: https://hackernoon.com/starting-simple-the-strategic-advantage-of-baseline-models-in-machine-learning.
Starting your ML projects with a baseline model is a strategy that aligns with Agile methodologies promoting efficiency, effectiveness, and adaptability.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
You can also check exclusive content about #artificial-intelligence, #agile-development, #baseline-models, #what-is-a-baseline-model, #machine-learning-for-beginners, #benefits-of-a-baseline-model, #implementing-baseline-models, #ai-explained-for-beginners, and more.
This story was written by: @kustarev. Learn more about this writer by checking @kustarev's about page,
and for more stories, please visit hackernoon.com.
Starting your machine learning projects by introducing a simple baseline model is not just a preliminary step. It is a strategy. A strategy that aligns with Agile methodologies promoting efficiency, effectiveness, and adaptability. It helps to establish benchmarks, maximize value while minimizing waste, provides a simple explanation of the logic behind the model, and allows incremental testing and validation.
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By HackerNoon
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This story was originally published on HackerNoon at: https://hackernoon.com/starting-simple-the-strategic-advantage-of-baseline-models-in-machine-learning.
Starting your ML projects with a baseline model is a strategy that aligns with Agile methodologies promoting efficiency, effectiveness, and adaptability.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
You can also check exclusive content about #artificial-intelligence, #agile-development, #baseline-models, #what-is-a-baseline-model, #machine-learning-for-beginners, #benefits-of-a-baseline-model, #implementing-baseline-models, #ai-explained-for-beginners, and more.
This story was written by: @kustarev. Learn more about this writer by checking @kustarev's about page,
and for more stories, please visit hackernoon.com.
Starting your machine learning projects by introducing a simple baseline model is not just a preliminary step. It is a strategy. A strategy that aligns with Agile methodologies promoting efficiency, effectiveness, and adaptability. It helps to establish benchmarks, maximize value while minimizing waste, provides a simple explanation of the logic behind the model, and allows incremental testing and validation.