Databricks Notebooks Provide a collaborative environment for Unified Data Analytics
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miflow Integration with Databricks Notebooks
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A for Data Science and ML
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mlflow Integration with Delta
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Machine Learning Runtime
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mlflow Integration with ML Runtime
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mlflow Model Deployment
Description:
Explore the current state of machine learning platforms and MLOps in this opening keynote from Databricks' co-founder and CTO Matei Zaharia and Director of Product Management Clemens Mewald. Delve into the complexities of operationalizing machine learning and discover common components of ML platforms. Learn about Databricks' approach to end-to-end data science and machine learning, including their unified data analytics platform powered by Apache Spark™. Gain insights into Databricks Notebooks, MLflow integration, Delta, Machine Learning Runtime, and model deployment. Understand how these tools and technologies work together to accelerate innovation by unifying data science, engineering, and business.
State of the Industry - Machine Learning Platforms and MLOps