For Engineers

Machine Learning Platforms: Dataiku vs. Alteryx vs. Sagemaker vs. Datarobot vs. Databricks

Comparing machine learning platforms

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Streamlit vs. Dash vs. Shiny vs. Voila

Comparing data dashboarding tools and frameworks

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Airflow vs. Luigi vs. Argo vs ..

Choosing a task orchestration tool

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Scaling Pandas: Comparing Dask, Ray, Modin Vaex, and RAPIDS

How can you process more data quicker?

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How to Build Production Ready ReCo Engines

How to deal with unseen data, optimise response times, and update models frequently.

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Scaling Machine Learning Pipelines

How to parallelize and distribute your Python machine learning pipelines with Luigi, Docker, and Kubernetes

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