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ML model from an idea to production with the help of Python

Description

We will talk about how Python can be helpful in the machine learning projects on every step of the process starting with the idea where data-driven predictions can be helpful, through data preparation, data modelling, communication of the results using various visualizations and implementation on production including monitoring of model performance.

We will talk about how Python can be helpful in the machine learning projects. We will consider every step of the process starting with the idea where data- driven predictions can be helpful, through data preparation, data modelling, communication of the results using various visualizations and implementation on production including monitoring of model performance. I will mention various Python libraries that can be of use on each step and consider real use cases to dive deeper into some of the mentioned steps. During the talk I will also mention open source Python library for easy data access that we develop in Fandom.

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