Name: Fast prototyping with MLReef (Tutorial!)
Uploaded: 2021-06-16T20:51:44.000Z
Duration: 16 min 1 s
Description: Fast prototyping with MLReef (Tutorial!)

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Machine learning tools are algorithmic applications of artificial intelligence that give systems the ability to learn and improve without ample human input; similar concepts are data mining and predictive modeling. They allow software to become more accurate in predicting outcomes without being explicitly programmed. The idea is that a model or algorithm is used to get data from the world, and that data is fed back into the model so that it improves over time. It’s called machine learning because the model “learns” as it is fed more and more data.

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Fast prototyping with MLReef (Tutorial!)

This hands-on tutorial is for beginners to get started using MLReef. Being based on a image classification tasks on bacteria, it will gently show you the basic features and concepts to
- manage Git repositories
- publish code modules (CI/CD) 
- pre-process data in data pipelines
- train models and track their results

You can re-enact this tutorial directly in MLReef using the following repositories (register and "fork" these to get started): 
- Model: https://mlreef.com/erikaml/bacteria-classifier
- ML Project: https://mlreef.com/erikaml/classification-of-bacterial-species

Register for free at: https://mlreef.com/register
View the docs: https://doc.mlreef.com/

Or contribute to our open source project on: 
GitLab: https://gitlab.com/mlreef/mlreef
GitHub: https://github.com/MLReef/mlreef

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