Aby té vize šlo dosáhnout, používají startupy strategii, která... - Deepstash

Aby té vize šlo dosáhnout, používají startupy strategii, která zahrnuje obchodní model, produktovou mapu, náhled na partnery a konkurenci a ideje o tom, kdo bude zákazníkem.

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Raleigh Chopper

Tom Karen designed the Raleigh's Chopper, one of Raleigh's best-selling bikes in the 1970s. It was loved for its comfortable saddle, laid-back seating, and Harley Davidson-Esque handlebars.

However, Tom Karen describes it as "terribly heavy so you wouldn't want to ride it very far."

The ML workflow

The ML workflow

To develop and manage a production-ready model, you must work through the following stages:

  • Source and prepare your data.
  • Develop your model.
  • Train an ML model on your data:

  • Train model

  • Evaluate model accuracy
  • Tune hyper...

Model deployment

Analyse if the KPIs and the business objective of the model are achieved. If the parameters are not met, consider changing the model or improving the quality and quantity of the data.

Before deployment:

  • Ensure to measure and monitor the model performance continuously...

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