# Title: End-to-End Machine Learning Project with MLOps
Learn the end-to-end process of building a powerful machine learning project from scratch! This tutorial covers everything from data ingestion, feature engineering, outlier detection, and model evaluation. Dive deep into advanced topics like MLOps using tools like ZenML, MLFlow, and Streamlit.
#machinelearning #mlops #zenml #mlflow #streamlit #dataengineering #datascience
# Название: Конечный проект машинного обучения с MLOps
Узнайте весь процесс создания мощного проекта машинного обучения от начала и до конца! Этот туториал охватывает всё от загрузки данных, инженерии признаков, обнаружения выбросов и оценки модели. Погрузитесь в продвинутые темы, такие как MLOps, используя инструменты, такие как ZenML, MLFlow и Streamlit.
#machinelearning #mlops #zenml #mlflow #streamlit #dataengineering #datascience
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