Data Engineering

Segmentation projects are the cornerstone of personalization in games. Personalization of the player experience helps maximize player engagement, mitigate churn and increase player... View the full article

Maintaining heavy equipment assets, such as oil rigs, agricultural combines, or fleets of vehicles, poses an extremely complex challenge for global companies. These... View the full article

An improved answer-correctness judge in Agent Evaluation Agent Evaluation enables Databricks customers to define, measure, and understand how to improve the quality of... View the full article

We recently announced the General Availability of our serverless compute offerings for Notebooks, Jobs, and Pipelines. Serverless compute provides rapid workload startup, automatic... View the full article

Recommender systems (RecSys) have become an integral part of modern digital experiences, powering personalized content suggestions across various platforms. These sophisticated systems and... View the full article

Data teams spend way too much time troubleshooting issues, applying patches, and restarting failed workloads. It's not uncommon for engineers to spend their... View the full article

At Databricks, we aim to make it simple for enterprises to harness data to speed up business processes and enhance decision-making. AI/BI is... View the full article

Building a world that will continue to be enjoyed by future generations requires a shift in the way we operate. At the forefront... View the full article

For over 40 years, Thomas’ central ethos has been that companies can elevate job satisfaction and productivity by better understanding how people interact... View the full article

Terms like “data governance,” “Generative AI” and “large language models” are becoming commonplace in the workplace. But for business leaders, it takes more... View the full article

Within the Databricks Community, there is a technical blog where community members share best practices, tutorials and insights on data analytics, data engineering... View the full article

The Databricks Marketplace continues to expand and now includes more than 230 data providers and over 2,200 listings. We recently added over forty... View the full article

To operate with the speed, efficiency and productivity that companies are seeking, more employees need accurate, quick and tailored answers to questions about... View the full article

Skechers has been at the forefront of the e-commerce industry, focusing on hyperpersonalized experiences to meet customer expectations better. Following significant growth during... View the full article

In the rapidly evolving landscape of data management, data warehousing continues to be a cornerstone for businesses seeking to harness the power of... View the full article

As a global media conglomerate housing over 37 distinct brands, Condé Nast faced the challenge of delivering targeted consumer experiences across their brands... View the full article

At the time of writing this blogpost, I'm a mere one week away from the end of my summer internship on the Exploratory... View the full article

Within the Databricks Community, there is a technical blog where community members share best practices, tutorials and insights on data analytics, data engineering... View the full article

We're thrilled to launch our 2024 Data + AI World Tour , a series of free in-person events in cities worldwide. Each stop... View the full article

When it comes to GenAI in the enterprise, excitement is colliding with reality. Leaders recognize the technology's power and eagerly want to unleash... View the full article

A recent MIT Tech Review Report shows that 71% of surveyed organizations intend to build their own GenAI models. As more work to... View the full article

Every business wants to be a data and AI vanguard. But to make that happen, companies must commit to a GenAI vision and... View the full article

One of the most exciting parts of the Data + AI Summit is hearing about all the ways our over 10,000 global customers... View the full article

Introduction Twelve Labs Embed API enables users to use natural language to explore the content of video libraries, as well as generate summaries... View the full article

We're excited to announce that looping for Tasks in Databricks Workflows with For Each is now Generally Available! This new task type makes... View the full article

We recently announced the general availability of serverless compute for Notebooks, Workflows, and Delta Live Tables (DLT) pipelines. Today, we'd like to explain... View the full article

We're excited to announce the general availability of hybrid search in Mosaic AI Vector Search. Hybrid search is a powerful feature that combines... View the full article

All the code is available in this GitHub repository . Prior to reading this blog we recommend reading Getting Started with Delta Live... View the full article

Today, we're excited to announce the launch of Data Warehouse Brickbuilder Migration Solutions. This is an expansion to the Brickbuilder Program , which... View the full article

Databricks Workflows is the cornerstone of the Databricks Data Intelligence Platform, serving as the orchestration engine that powers critical data and AI workloads... View the full article

Special thanks to David Gray @Epsilon, Tanishq Bhalla @HealthVerity, Itai Weiss @ Nimble, JB Kole @ Mostly.ai for their valuable insights and contributions... View the full article

Special thanks to Kevin Glover, Martin Ko, Kuber Sharma and the team at Tableau for their valuable insights and contributions to this blog... View the full article

During my MBA internship this summer, I worked on several data projects. My favorite project was building a "virtual analyst" for our strategy... View the full article

At Databricks, we want to make data and AI accessible to everyone on the planet. This is why we're building solutions like AI/BI... View the full article

We are excited to announce the latest addition to the Databricks developer experience: the PyCharm Professional Integration with Databricks ! This new plugin... View the full article

1. Introduction The research and engineering community at large have been continuously iterating upon Large Language Models (LLMs) in order to make them... View the full article

This blog was written in collaboration with Gordon Strodel, Director, Data Strategy & Analytics Capability, in addition to Abhinav Batra, Associate Principal, Enterprise... View the full article

An Introduction to Time Series Forecasting with Generative AI Time series forecasting has been a cornerstone of enterprise resource planning for decades. Predictions... View the full article

We are excited to announce that Graviton , the ARM-based CPU instance offered by AWS, is now supported on the Databricks ML Runtime... View the full article

Databricks is thrilled to share that our University Alliance has welcomed its one-thousandth-member school! This milestone is a testament to our mission to... View the full article

Welcome to the Generative AI World Cup 2024 , a global hackathon inviting participants to develop innovative Generative AI applications that solve real-world... View the full article

Today, we are thrilled to announce that Databricks SQL Serverless is now Generally Available on Google Cloud Platform (GCP)! As a key component... View the full article

Retrieval Augmented Generation (RAG) is the most widely adopted generative AI use case among our customers. RAG enhances the accuracy of LLMs by... View the full article

Overview This blog post is a follow-up to the session From Supernovas to LLMs at Data + AI Summit 2024, where I demonstrated... View the full article

What is AWS Glue AWS Glue is a serverless integration service that provides a simple, faster, and cheaper approach to discovering, preparing, and integrating data for modern ETL(Extract, Transform & Load) pipelines. Hence, data can be Extracted from the source, Transformed the way it is required, and Loaded into the data warehouse. It has a […]View the full article

In today's rapidly evolving technological landscape, the intersection of data and artificial intelligence (AI) has become a critical focus for organizations across industries... View the full article

Rolls-Royce has witnessed the transformative power of the Databricks Data Intelligence Platform in various AI projects. One example is a collaboration between Rolls-Royce... View the full article

Fueled by the exponential growth in external data and AI for innovation, organizations across all industries are looking for effective ways to collaborate... View the full article

With the increase in data size and the diversity of data sources and destinations, companies and data teams are always on the lookout for tools that can simplify creating and managing data workflows. Many of these teams target cloud services because of their simplicity, low cost, and ability to scale and process terabytes of data. […]View the full article

Training a high-quality machine learning model requires careful data and feature preparation. To fully utilize raw data stored as tables in Databricks, running... View the full article

At Data and AI Summit, we announced the general availability of Databricks Lakehouse Monitoring . Our unified approach to monitoring data and AI... View the full article

We’re excited to announce the Public Preview of LakeFlow Connect for SQL Server, Salesforce, and Workday. These ingestion connectors enable simple and efficient... View the full article

Companies across all industries want to share data with each other to enable collaboration and accelerate innovation. However, these organizations often use different... View the full article

We are excited to announce a range of new integrations that will allow our customers to access and derive insights from their data... View the full article

Introduction An organization adopting new technologies or on a modernization journey typically focuses on upcoming tools, their features and potential performance/cost improvements under... View the full article

Financial Valuations & Comparative Analysis Financial institutions specialized in capital markets such as hedge funds, market makers and pension funds have long been... View the full article

The transformative potential of artificial intelligence (AI) is undeniable. From productivity efficiency, to cost savings, and improved decision-making across all industries, AI is... View the full article

Introduction Time series forecasting serves as the foundation for inventory and demand management in most enterprises. Using data from past periods along with... View the full article

Today, we are excited to announce that Lakehouse Federation in Unity Catalog is now Generally Available (GA) across AWS, Azure, and GCP! Lakehouse... View the full article

Dataricks is thrilled to announce the General Availability (GA) of Primary Key (PK) and Foreign Key (FK) constraints, starting in Databricks Runtime 15.2... View the full article

As the Data Platform team at Databricks, we leverage our own platform to provide an intuitive, composable, and comprehensive Data and AI platform... View the full article

The communications industry is experiencing immense change due to rapid technological advancements and evolving market trends. Communications service providers (CSP) build various solutions... View the full article

We are excited to partner with Meta to release the Llama 3.1 series of models on Databricks, further advancing the standard of powerful... View the full article

Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods... View the full article

Today, we're thrilled to announce that Mosaic AI Model Training's support for fine-tuning GenAI models is now available in Public Preview. At Databricks... View the full article

Written in collaboration with Navin Sharma and Joe Pindell, Stardog Across industries, the impact of post-delivery failure costs (recalls, warranty claims, lost goodwill... View the full article

How long should you train your language model? How large should your model be? In today's generative AI landscape, these are multi-million dollar... View the full article

Forecasting models are critical for many businesses to predict future trends, but their accuracy depends heavily on the quality of the input data... View the full article

Unlocking True Water Risk Assessment Across Insurance, Finance, Public Safety, and Beyond Check out the solution accelerator to download the notebooks referred to... View the full article

We are excited to announce the General Availability of serverless compute for notebooks, jobs and Delta Live Tables (DLT) on AWS and Azure... View the full article

Hallucinations in large language models (LLMs) occur when models produce responses that do not align with factual reality or the provided context. This... View the full article

We are thrilled to welcome the Prodvana team to Databricks. At Databricks, we are building one of the world’s largest multi-cloud platforms to... View the full article

We are proud to announce two new analyst reports recognizing Databricks in the data engineering and data streaming space: IDC MarketScape: Worldwide Analytic... View the full article

Databricks announced the public preview of Mosaic AI Agent Framework & Agent Evaluation alongside our Generative AI Cookbook at the Data + AI... View the full article

Mixture-of-Experts (MoE) has emerged as a promising LLM architecture for efficient training and inference. MoE models like DBRX , which use multiple expert... View the full article

Generative AI (GenAI) can unlock immense value. Organizations are cognizant of the potential but wary of the need to make smart choices about... View the full article

Introduction Financial institutions face a demanding environment with complex regulatory examinations and a pressing need for flexible and comprehensive risk management solutions. The... View the full article

Today, we are thrilled to announce the general availability of Databricks Assistant and AI-Generated Comments on all cloud platforms . Our mission at... View the full article

The recent Data + AI Summit 2024 was our biggest ever. Over 16,000 of our top customers, prospects, and partners attended in person... View the full article

We’re excited to introduce a revamped Catalog Explorer to streamline your day to day interactions, now live across your Unity Catalog-enabled workspaces. The... View the full article

Thousands of data architects, engineers, and scientists met at Data + AI Summit in San Francisco to hear from industry luminaries like Fei... View the full article

Radiology is an important component of diagnosing and treating disease through medical imaging procedures such as X-rays, computed tomography (CT), magnetic resonance imaging... View the full article

Enhancing DLT development experience is a core focus because it directly impacts the efficiency and satisfaction of developers building data pipelines with DLT... View the full article

In the insurance sector, customers demand personalized, fast, and efficient service that addresses their needs. Meanwhile, insurance agents must access a large amount... View the full article

We are excited to announce that Gartner has recognized Databricks as a Leader in the 2024 Gartner® Magic Quadrant™ for Data Science and... View the full article

Today, we are excited to announce Databricks LakeFlow, a new solution that contains everything you need to build and operate production data pipelines... View the full article

At Databricks, our mission is to democratize data + AI. An open approach to sharing and collaboration is critical to maximize reach and... View the full article

We are excited to announce that we are open sourcing Unity Catalog, the industry’s first open source catalog for data and AI governance... View the full article

In an era marked by rapid advancements in artificial intelligence and an explosion of data and Gen AI tools, enterprises face fragmented data... View the full article

The annual Data Team Awards showcase how different data teams from across the globe are delivering solutions to some of the world’s most... View the full article

“FactSet’s mission is to empower clients to make data-driven decisions and supercharge their workflows and productivity. To deliver AI-driven solutions across our entire... View the full article

Today, we are excited to announce Databricks AI/BI , a new type of business intelligence product built from the ground up to deeply... View the full article

Generative AI fever shows no signs of cooling off. As pressure and excitement build to execute strong GenAI strategies, data leaders and practitioners... View the full article

We're excited to announce the General Availability of Databricks Predictive Optimization. This capability intelligently optimizes your table data layouts for faster queries and... View the full article

The Databricks Partner Ecosystem, comprising over 3,800 partners worldwide, plays a pivotal role in building and delivering premier data and AI solutions globally... View the full article

In the dynamic, innovative landscape of the San Francisco Bay Area, Databricks stands out not just for our groundbreaking data and AI solutions... View the full article

This is a collaborative post from Databricks and Google Cloud. We thank Nicole Huynh , Partner Marketing Manager - Data Cloud, for her... View the full article

In June 2023, we launched Databricks Marketplace as an open marketplace for all your data, analytics, and AI needs, powered by the open... View the full article

This is a collaborative post from Databricks and Microsoft. We thank Mohini Verma , Senior Product Marketing Manager, for her contributions. Data +... View the full article

This blog is authored by Bhaskar Palit , Senior Director, Data & Analytics, PepsiCo, and Sudipta Das , Data Architect Senior Manager, PepsiCo... View the full article