Time-series

mlflow

kubeflow

evidently

Predict Electricity Power Generation Based On Wind Forecast In Orkney, Scotland

Forecasting Wind Power Generation 

Computer Vision

One of AI's biggest potentials is to help improve and augment the quality of life, especially for people with disabilities. In this project, we show how ZenML empowers users to build, track and deploy a computer vision pipeline using the most popular tools in the industry. You will learn how to train a YOLOv5 model on Vertex AI, track experiments with MLflow, and deploy a BentoML bundle to the Vertex AI  endpoint. 

Sign Language Detection with YOLOv5

Natural Language Processing

github

Productionalizing LangChain and LlamaIndex with a ZenML MLOps Pipeline to Help Community Slack Support.

Community Support with an LLM-powered Slack bot

Tabular Data

deepchecks

A GitHub workflow that automates CI/CD with continuous model training and continuous model deployment to production

Use ZenML seamlessly with GitHub

Explore how ZenML, an MLOps framework, can be used with large language models (LLMs) like GPT-4 to analyze and version data from databases like Supabase. In this case study, we examine the you-tldr.com website, showcasing ZenML pipelines asynchronously processing video data and generating summaries with GPT-4. Understand how to tackle large language model limitations by versioning data and comparing summaries to unlock your data's potential. Learn how this approach can be easily adapted to work with other databases and LLMs, providing flexibility and versatility for your specific needs.

Using ZenML with LLMs to Analyze and Version Data from Databases: A Case Study with you-tldr.com and Supabase/GPT-4

Will they stay or will they go? Building a Customer Loyalty Predictor

Predicting Customer Loyalty

discord

sklearn

Predict the number of three-pointers in the next NBA match.

NBA Three-Pointer Predictor

Image generated by [StableDiffusion 2.1](https://huggingface.co/stabilityai/stable-diffusion-2-1)

A project focusing on implementing a pipeline that offers insight into our community.

Managing our community with a ZenML pipeline.

Predicting how a customer will feel about a product before they even ordered it

Predicting Customer Satisfaction About A Product

A tool powered by ZenML that can automate the summarization of news sources.

Summarize Articles with ZenNews

Learn more about different categories of MLOps tools

<p>ZenML integrates with many different third-party tools. Once code is organized into a ZenML pipeline, you can supercharge your ML workflows with the best-in-class solutions from various MLOps areas.</p>

Explore the MLOps Landscape with ZenML

Deploy various integrations as MLOps Stacks

MLflow

Seldon

Weights & Biases

Evidently

Feast

Hugging Face

WhyLabs whylogs

Apache Airflow

Kubeflow

Kubernetes

Great Expectations

HashiCorp Vault

XGBoost

TensorFlow

TensorBoard

Slack

scikit-learn (sklearn)

PyTorch

PyTorch Lightning

LightGBM

KServe

Google Cloud VertexAI

Github Actions

Facets

Amazon AWS

Microsoft Azure

Google Cloud

Deepchecks

Label Studio

Pillow

Tekton

NeuralProphet

BentoML

Neptune

Kaniko

Bring Zen to your MLOps stack: ZenML integrates with all your favorite ML tools and is extensible for more! 

ZenML Integrations

zenml.svg

zenmlLogoMini.svg