@@ -61,23 +61,19 @@ A list of updated and maintained projects by the ZenML team and the community:
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6262| Project | Tags | Integrations |
6363| ------------------------------------------------------------------------| ---------------------------------------| --------------------------------------------------------------------------|
64- | [ NBA Three-Pointer Predictor] ( nba-pipeline ) | Time-series | ` mlflow ` ` kubeflow ` ` evidently ` ` sklearn ` ` aws ` |
65- | [ Time Series Forecasting] ( time-series-forecast ) | Time-series | ` gcp ` |
66- | [ Customer Satisfaction] ( customer-satisfaction ) | Tabular | ` mlflow ` ` kubeflow ` |
67- | [ Customer Churn] ( customer-churn ) | Tabular | ` kubeflow ` ` seldon ` |
68- | [ Label Studio Annotation] ( label_studio_annotation ) | Data Annotation | ` label-studio ` |
69- | [ YOLOv5 Object Detection] ( sign-language-detection-yolov5 ) | Computer-vision | ` mlflow ` ` gcp ` |
70- | [ LLMs To Analyze Databases] ( supabase-openai-summary ) | NLP, LLMs | ` gcp ` ` slack ` |
71- | [ GitFlow ZenML Project] ( https://github.com/zenml-io/zenml-gitflow ) | MLOps with ZenML and GitHub Workflows | ` mlflow ` ` deepchecks ` ` kserve ` ` kubeflow ` ` sklearn ` ` vertex ` ` aws ` ` gcp ` |
72- | [ ZenNews] ( zen-news-summarization ) | NLP | ` gcp ` ` vertex ` ` discord ` |
73- | [ LLM RAG Pipeline with Langchain and OpenAI] ( llm-agents/ ) | NLP, LLMs | ` slack ` ` langchain ` ` llama_index ` |
74- | [ Orbit User Analysis] ( orbit-user-analysis ) | Data Analysis, Tabular | - |
75- | [ Huggingface to Sagemaker] ( huggingface-sagemaker ) | NLP | ` pytorch ` ` mlflow ` ` huggingface ` ` aws ` ` s3 ` ` kubeflow ` ` slack ` ` github ` |
76- | [ Complete Guide to LLMs (from RAG to finetuning)] ( llm-complete-guide ) | NLP, LLMs, embeddings, finetuning | ` openai ` ` supabase ` ` huggingface ` ` argilla ` |
77- | [ LLM LoRA Finetuning (Phi3 and Llama 3.1)] ( llm-lora-finetuning ) | NLP, LLMs | ` gcp ` |
78- | [ ECP Price Prediction with GCP Cloud Composer] ( airflow-cloud-composer-etl-feature-train/README.md ) | Regression, Airflow | ` cloud-composer ` ` airflow ` |
79- | [ Simple LLM finetuning with Lightning Studio] ( simple-llm-finetuning/README.md ) | Lightning AI Studio, LLMs | ` cloud-composer ` ` airflow ` |
80- | [ Flux Dreambooth] ( flux-dreambooth/README.md ) | Flux, Dreambooth, LLMs | ` modal ` ` kubernetes ` |
64+ | [ Sign Language Detection with YOLOv5] ( sign-language-detection-yolov5 ) | Computer Vision | ` mlflow ` ` gcp ` |
65+ | [ LLM Agents] ( llm-agents ) | NLP, LLMs | ` langchain ` ` llama_index ` |
66+ | [ End-to-End Computer Vision] ( end-to-end-computer-vision ) | Computer Vision | - |
67+ | [ Flux Dreambooth] ( flux-dreambooth ) | Flux, Dreambooth, LLMs | ` modal ` ` kubernetes ` |
68+ | [ Huggingface to Sagemaker] ( huggingface-sagemaker ) | NLP | ` pytorch ` ` mlflow ` ` huggingface ` ` aws ` ` s3 ` ` kubeflow ` ` slack ` ` github ` |
69+ | [ Databricks Production QA Demo] ( databricks-production-qa-demo ) | MLOps, Quality Assurance | ` databricks ` |
70+ | [ LLM Finetuning] ( llm-finetuning ) | NLP, LLMs | - |
71+ | [ Complete Guide to LLMs] ( llm-complete-guide ) | NLP, LLMs, embeddings, finetuning | ` openai ` ` supabase ` ` huggingface ` ` argilla ` |
72+ | [ LlamaIndex Workflows] ( llamaindex-workflows ) | NLP, LLMs | ` llamaindex ` |
73+ | [ LLM Evaluation] ( llm-evaluation ) | NLP, LLMs | - |
74+ | [ LLM LoRA Finetuning] ( llm-lora-finetuning ) | NLP, LLMs | ` gcp ` |
75+ | [ ECP Price Prediction with GCP Cloud Composer] ( airflow-cloud-composer-etl-feature-train ) | Regression, Airflow | ` cloud-composer ` ` airflow ` |
76+ | [ Supabase OpenAI Summary] ( supabase-openai-summary ) | NLP, LLMs | ` gcp ` ` slack ` |
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8278# 💻 System Requirements
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