Jupyter Notebook Mlops

Open-source Jupyter Notebook projects categorized as Mlops Edit details

Top 13 Jupyter Notebook Mlops Projects

  • Made-With-ML

    Learn how to responsibly deliver value with ML.

    Project mention: Testing or evaluation libraries | reddit.com/r/LanguageTechnology | 2022-07-30

    https://madewithml.com covers many practical aspects of machine learning applications.

  • amazon-sagemaker-examples

    Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

    Project mention: Migrate local Data Science workspaces to SageMaker Studio | dev.to | 2022-08-08

    Amazon SageMaker provides XGBoost as a built-in algorithm and data science team decided to use it and re-train the model. So, data scientists just need to call built-in version and provide path to data on S3, more detailed description can be found in documentation. Example notebook can be found here.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • whylogs

    The open standard for data logging

    Project mention: whylogs: The open standard for data logging | reddit.com/r/u_TsukiZombina | 2022-06-19
  • mlops-course

    A project-based course on the foundations of MLOps with a focus on intuition and application.

    Project mention: What skills should I focus on to improve as a MLE? | reddit.com/r/cscareerquestions | 2022-05-01
  • MLOps

    MLOps examples

    Project mention: Deploying Azure Machine Learning Models to Prod Environments | reddit.com/r/azuredevops | 2021-11-06

    Walk through this, it shows how to operationalise your ML pipeline https://github.com/Microsoft/MLOps

  • vertex-ai-samples

    Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

    Project mention: JBCNConf 2022: A great farewell | dev.to | 2022-07-23

    She made mentions to ML-Ops and MLFlow including Vertex AI the GCP implementation. I will post the video as soon as it is available. In the meantime, you can enjoy any other talk from Nerea Luis

  • mlops-with-vertex-ai

    An end-to-end example of MLOps on Google Cloud using TensorFlow, TFX, and Vertex AI

    Project mention: Where to start? | reddit.com/r/mlops | 2022-06-03

    To take it to the next level, maybe start to dive into a truer "end-to-end mlops" example.

  • SonarLint

    Clean code begins in your IDE with SonarLint. Up your coding game and discover issues early. SonarLint is a free plugin that helps you find & fix bugs and security issues from the moment you start writing code. Install from your favorite IDE marketplace today.

  • fake-news

    Building a fake news detector from initial ideation to model deployment

  • ml-pipeline-engineering

    Best practices for engineering ML pipelines.

  • VevestaX

    2 Lines of code to track ML experiments + EDA + check into Github

    Project mention: [D] Open Source library to do automatic EDA + experiment tracking in a spreadsheet | reddit.com/r/MachineLearning | 2022-05-14
  • bodywork-pymc3-project

    Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork

  • MLOps

    End to End toy example of MLOps (by ashishtele)

    Project mention: MLOps stack using Pycaret | reddit.com/r/mlops | 2022-01-17
  • bodywork-pipeline-with-aporia-monitoring

    Integrating Aporia ML model monitoring into a Bodywork serving pipeline.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-08-08.

Jupyter Notebook Mlops related posts

Index

What are some of the best open-source Mlops projects in Jupyter Notebook? This list will help you:

Project Stars
1 Made-With-ML 30,509
2 amazon-sagemaker-examples 7,173
3 whylogs 1,719
4 mlops-course 1,259
5 MLOps 1,114
6 vertex-ai-samples 363
7 mlops-with-vertex-ai 203
8 fake-news 120
9 ml-pipeline-engineering 29
10 VevestaX 21
11 bodywork-pymc3-project 8
12 MLOps 6
13 bodywork-pipeline-with-aporia-monitoring 4
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