Monday, July 26, 2021

Hugging Face Course and Pretrained Model Fine-Tuning

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Hugging Face team recently released an online course about transformers, pretrained model fine-tuning, and sharing models on the Hugging Fac...
Monday, July 19, 2021

Serving ML Model with Docker, RabbitMQ, FastAPI and Nginx

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In this tutorial I explain how to serve ML model using such tools as Docker, RabbitMQ, FastAPI and Nginx. The solution is based on our open-...
Wednesday, July 14, 2021

TensorFlow Decision Forests Example

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With TensorFlow Decision Forests we can handle structured data without much preprocessing. There is no need to normalize numeric values, one...
Monday, June 28, 2021

FastAPI Background Tasks for Non-Blocking Endpoints

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With FastAPI it is super easy to implement a non-blocking endpoint. This is useful when the endpoint calls logic, which should be executed a...
Monday, June 21, 2021

Publishing Your Python Library on PyPI

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I explain how to publish Python library on PyPI with Poetry. I believe this video will be useful to all Python developers, who are looking a...
Monday, June 7, 2021

ML Pipeline End-to-End Solution

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Are you interested to learn how to build and run a complete ML pipeline - Web API, data processing, model training, and prediction services?...
Monday, May 31, 2021

FastAPI Endpoint Type with Pydantic

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Pydantic library helps to define structured and clear types for FastAPI endpoints. In this video I explain how to define Pydantic type with ...