Tutorials

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Document classification

How to create a simple classifier model that can input video metadata and output a category prediction.

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Image classification

In this tutorial, we will create an image classifier model that can input an image and output a category prediction.

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Time series forecasting

Use an autoregression model to forecast a time series

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Anomaly detection in time series

Unsupervised anomaly detection in time series

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Storing and loading datasets in MFlux.ai

How to upload and download datasets to/from the MFlux.ai cloud

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MFlux and MLflow cheat sheet

The most used commands on one page

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MLflow API usage example

How to use the MLflow API to log and share models and data

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Machine learning pipeline

Create a machine learning pipeline for a document classification problem.

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Model serving

Build a REST API for serving a machine learning model.

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Analysis and Forecasting on Boston Crime Data

Do some exploratory data analysis on a Boston crime dataset. Then combine it with weather data and do forecasting