Tag python

5-10x Faster Hyperparameter Tuning with HalvingGridSearch

How to optimize the hyperparameters of a machine learning model and how to speed up the process

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2 Beautiful Ways to Visualize PCA

Plus model tuning and evaluation to select the best number of components.

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How to Setup AWS EMR and Jupyter Notebooks Without Breaking the Bank

Deploy a Distributed Computing Environment in Minutes with AWS

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Don’t Get Caught in the Trap of Imbalanced Data When Building Your ML Model

Utilize These Techniques to Bring Balance and Improve Performance.

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The Magic of Principal Component Analysis through Image Compression

Utilizing Images to Beautifully Demonstrate PCA

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Stop Building Your Models One Step at a Time. Automate the Process with Pipelines!

Using Pipelines in Sci-kit Learn

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