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Tags: deep learning* + production engineering*

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1. Deep Learning for Outlier Detection on Tabular and Image Data

   Discussion on the challenges and promises of deep learning for outlier detection in various data modalities, including image and tabular data, with a focus on self-supervised learning techniques.

   2025-01-04 Tags: deep learning, outlier detection, image, tabular data, production engineering by klotz
2. Facebook NeuralProphet

   2021-12-08 Tags: prophet, neuralprophet, machine learning, deep learning, prediction, time series, production engineering by klotz
3. GPT-3 Tools for Software and DevOps Engineers - DZone AI

   2021-09-25 Tags: gpt-3, devops, root cause analysis, log files, deep learning, production engineering by klotz
4. Deep Learning for Anomaly Detection: A Comprehensive Survey | by Guansong Pang | Jul, 2020 | Towards Data Science

   2020-07-10 Tags: deep learning, anomaly detection, data science, production engineering by klotz
5. “Deploy TensorFlow models with Istio on Kubernetes”

   2019-05-20 Tags: istio, kubernetes, tensorflow, data science, production engineering by klotz
6. “Deploying machine learning models with GraphPipe (Part 2 of series)”

   2018-11-24 Tags: graphpipe, machine learning, deep learning, pytorch, deployment, kubeflow, docker, production engineering by klotz
7. “Plant AI — Deploying Deep Learning Models”

   2018-11-24 Tags: ai, deep learning, deployment, production engineering by klotz
8. How Kubernetes is becoming a platform for AI

   2018-11-15 Tags: kubernetes, deep learning, tensorflow, production engineering by klotz
9. Google launches AI Hub in alpha and Kubeflow Pipelines, a machine learning workflow | VentureBeat

   2018-11-08 Tags: kubernetes, tensorflow, pipeline, google, production engineering by klotz
10. Deploying Keras models using TensorFlow Serving and Flask

    2018-10-22 Tags: keras, tensorflow, production engineering by klotz

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