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Home Neural Networks

Machine Learning System Design – Becoming Human: Artificial Intelligence Magazine

March 7, 2020
in Neural Networks
Machine Learning System Design – Becoming Human: Artificial Intelligence Magazine
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In addition, here are some resources on a more general process. Starting with the book Data Science for Business which explains the CRISP-DM (Cross Industry Standard Process for Data Mining).

The process involves six stages:

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  1. Business Understanding
  2. Data Understanding
  3. Data Preparation
  4. Modelling
  5. Evaluation
  6. Deployment

Here is a more high-level breakdown on how to apply CRISP-DM on AWS.

Facebook also created a video series where they go into depth in how they structure Machine Learning Projects with the Facebook Field Guide to Machine Learning.

Credit: BecomingHuman By: Rico Meinl

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