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What’s New with Azure Databricks: Unified Governance, Open Formats, and AI-Native Workloads

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Get a Demo Login Try Databricks Blog / Platform / Article What’s New with Azure Databricks: Unified Governance, Open Formats, and AI-Native Workloads Explore the latest Azure Databricks capabilities designed to help organizations simplify governance, modernize data pipelines, and power AI-native applications on a secure, open platform.

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Maybe Physics-Based AI Is the Right Approach: Revisiting the Foundations of Intelligence

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Latest Developments (2024–2025): Unified error analysis now provides a rigorous breakdown of PINN errors, shifting emphasis to more effective training strategies. 2024) Physics-Informed Neural Networks and Extensions , Raissi et al. 2024) DiffTaichi: Differentiable Programming for Physical Simulation , Hu et al.

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Large Language Models: A Self-Study Roadmap

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billion in 2024 to USD 36.1 However, if you are new to these concepts consider learning them from the following resources: Programming: You need to learn the basics of programming in Python, the most popular programming language for machine learning. LangChain Master Class 2024 - Covers over 20 real-world use cases for LangChain.

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Introducing Recursive Common Table Expressions to Databricks

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Recursive CTEs enable composable solutions that previously required procedural code, such as Python or external tools. Solving a graph problem used to require Python, complicated scripting logic, or an external library. Recursive CTEs are now available in Public Preview DBSQL 2025.20 and Databricks Runtime 17.0

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Top 10 Python Scripts for use in Matillion for Snowflake

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One such option is the availability of Python Components in Matillion ETL, which allows us to run Python code inside the Matillion instance. In this blog, we will describe 10 such Python Scripts that can provide a blueprint for using the Python component efficiently in Matillion ETL for Snowflake AI Data Cloud.

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What is Open Database Connectivity (ODBC) and Why Is It Important?

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billion in 2023, is projected to grow at a remarkable CAGR of 19.50% from 2024 to 2032. Coming to APIs again, discover how to use ChatGPT APIs in Python by clicking on the link. Wide Language Support ODBC supports various programming languages , including C, C++, Java, and Python. The ODBC market , valued at USD 1.5

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Bringing Declarative Pipelines to the Apache Spark™ Open Source Project

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that evolution continues with major advances in streaming, Python, SQL, and semi-structured data. With the recent release of Apache Spark 4.0, You can read more about the release here. A New Standard, Now in the Open This contribution represents years of work across Apache Spark, Delta Lake, and the broader open data community.

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