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Popular tools for model development are TensorFlow, MLFlow, and PyTorch.
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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Some popular CI/CD tools are GitHub Actions, Jenkins, GitLab CI, and Azure DevOps.
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Popular tools for model development are TensorFlow, MLFlow, and PyTorch.
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Some popular tools for model monitoring include MLFlow, Grafana, and Prometheus.
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Some tools for model validation include Neptune AI, Kolena, and Censius.
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Popular tools for model development are TensorFlow, MLFlow, and PyTorch.
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Grafana
The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.
Some popular tools for model monitoring include MLFlow, Grafana, and Prometheus.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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vertex-ai-samples
Notebooks, code samples, sample apps, and other resources that demonstrate how to use, develop and manage machine learning and generative AI workflows using Google Cloud Vertex AI.
Based on your technological stack, various services are used to deploy machine learning models. Some popular services are AWS Sagemaker, Azure Machine Learning, Vertex AI, and many others.
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airbyte
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
Some popular tools for data extraction are Airbyte, Fivetran, Hevo Data, and many more.