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Delivering Product Innovation to Maximize Manufacturing’s Return on Capital
Manufacturing is an evolutionary business, grounded upon infrastructure, business processes, and manufacturing operations built over decades in a continuum of successes, insights and learnings. The...
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Identity Columns to Generate Surrogate Keys Are Now Available in a Lakehouse...
What is an identity column? An identity column is a column in a database that automatically generates a unique ID number for each new row of data. This number is not related to the row’s content....
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Near Real-Time Anomaly Detection with Delta Live Tables and Databricks...
Why is Anomaly Detection Important? Whether in retail, finance, cyber security, or any other industry, spotting anomalous behavior as soon as it happens is an absolute priority. The lack of...
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Low-latency Streaming Data Pipelines with Delta Live Tables and Apache Kafka
Delta Live Tables (DLT) is the first ETL framework that uses a simple declarative approach for creating reliable data pipelines and fully manages the underlying infrastructure at scale for batch and...
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Databricks and Jupyter: Announcing ipywidgets in the Databricks Notebook
Today, we are excited to announce a deeper integration between the Databricks Notebook and the ecosystem established by Project Jupyter, a leader in the scientific computing community that has been...
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Orchestrating Data and ML Workloads at Scale: Create and Manage Up to 10k...
Databricks Workflows is the fully-managed orchestrator for data, analytics, and AI. Today, we are happy to announce several enhancements that make it easier to bring the most demanding data and ML/AI...
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Announcing Brickbuilder Solutions for Migrations
Today, we’re excited to announce that Databricks has collaborated with key partners globally to launch the first Brickbuilder Solutions for migrations to the Databricks Lakehouse Platform. By combining...
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MLOps on Databricks with Vertex AI on Google Cloud
Since the launch of Databricks on Google Cloud in early 2021, Databricks and Google Cloud have been partnering together to further integrate the Databricks platform into the cloud ecosystem and its...
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Treating Data and AI as a Product Delivers Accelerated Return on Capital
The outsized benefits of data and AI to the Manufacturing sector have been thoroughly documented. As a recent McKinsey study reported, the Manufacturing segment is projected to deliver $700B-$1,200b...
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How to Migrate Your Data and AI Workloads to Databricks With the AWS...
In this blog we define the process for earning AWS customer credits when migrating Data and AI workloads to Databricks on Amazon Web Services (AWS) with the AWS Migration Acceleration Program (MAP). We...
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Feature Deep Dive: Watermarking in Apache Spark Structured Streaming
Key Takeaways Watermarks help Spark understand the processing progress based on event time, when to produce windowed aggregates and when to trim the aggregations state When joining streams of data,...
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Databricks Expands Brickbuilder Solutions for Healthcare and Life Sciences
Today, we’re excited to announce that Databricks has collaborated with Avanade, Deloitte, and ZS to expand Brickbuilder Solutions for healthcare and life sciences. These new solutions, in addition to...
View ArticleRestricting Libraries in JVM Compute Platforms
Security challenges with Scala and Java libraries Open source communities have built incredibly useful libraries. They simplify many common development scenarios. Through our open-source projects like...
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Parsing Improperly Formatted JSON Objects in the Databricks Lakehouse
Introduction When working with files, there may be processes generated by custom APIs or applications that cause more than one JSON object to write to the same file. The following is an example of a...
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Databricks Expands Brickbuilder Solutions for Financial Services
Today, we’re excited to announce that Databricks has collaborated with Capgemini and Datasentics to expand Brickbuilder Solutions for financial services. Capgemini’s Legacy Cards and Core Banking...
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Cohort Analysis on Databricks Using Fivetran, dbt and Tableau
Overview Cohort Analysis refers to the process of studying the behavior, outcomes and contributions of customers (also known as a “cohort”) over a period of time. It is an important use case in the...
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Announcing General Availability of Delta Sharing
Today we are excited to announce that Delta Sharing is generally available (GA) on AWS and Azure. With the GA release, you can expect the highest level of stability, support, and enterprise readiness...
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Databricks Workspace Administration – Best Practices for Account, Workspace...
This blog is part of our Admin Essentials series, where we discuss topics relevant to Databricks administrators. Other blogs include our Workspace Management Best Practices, DR Strategies with...
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Databricks Expands Brickbuilder Solutions for Manufacturing
The combination of scalable, cloud-based advanced analytics with Edge compute is rapidly changing real-time decision-making for Industry 4.0 or Intelligent Manufacturing use cases. When implemented...
View ArticlePython Arbitrary Stateful Processing in Structured Streaming
More and more customers are using Databricks for their real-time analytics and machine learning workloads to meet the ever increasing demand of their...
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