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Databricks

How lakebase architecture delivers 5x faster Postgres writes Public Health Intelligence Shouldn't Require a Data Scientist Mean Time to Detect Is a Data Access Problem First-party audience data is the ad sales relationship now Rethinking Distributed Systems for Serverless Performance and Reliability The AI Scaling Gap Hiding in Digital Native Companies 10 trillion samples a day: Scaling beyond traditional monitoring infra at Databricks AI success starts with clean data, not just better models How nOps Rebuilt Their Cloud Optimization Platform on Databricks Lakebase, and Why Other ISVs Should Too Peril Predicts: Precision Payouts for a Volatile World The foundation of AI scalability: one team, one platform, one operating model The Federal Data Paradox: Rich in Data, Poor in Access Driving Budapest Forward: How BKK Uses Databricks to Transform City Mobility LLM Vs AI: A Practical Guide to Differences, Use Cases, and Tools Model Risk Governance Is Not the Same as Risk Intelligence Generative AI for Business: A Complete Strategy and Implementation Guide Data Science vs Data Engineering: Choosing Analysis or Infrastructure AI Applications: Tools, Use Cases, and Platforms MLOps vs DevOps: A Practical Guide for Data Scientists and IT Teams Top Data Warehouse Tools For Modern Data Analytics Unlocking SAP Business Context in Databricks with Semantic Metadata Delta Sharing The marketing activation gap has a fix: Databricks and Stitch partner to turn data infrastructure into marketing performance Alert Fatigue Is a Business Risk Backstage with Lakebase Shipping Faster isn’t Learning Faster Why Your OEE Dashboard Is Lying to You The Turbine That Tried to Tell You It Was Failing Predicting Readmissions Isn't Enough. Acting in Time Is. Clinical Trials Run Longer Than They Have To. That's a Patient Problem Network Quality Is a Revenue Problem, Not a Technical One Shelf Availability Starts with Better Demand Visibility When Predicting the Next Hit Requires More Than Intuition Approximate Answers, Exact Decisions: New Sketch Functions for Analytics Companies Winning with AI Built the Data Layer First Rethinking SQL ETL for modern data platforms Stripe data now available on Databricks via Databricks Marketplace Databricks and Stripe Projects: Infrastructure Built for Agents Agents are ready but your architecture probably isn't Interoperability Between Unity Catalog and Google BigQuery via Catalog Federation Built In, Not Bolted On: What AI-Native Actually Means in Cybersecurity Operationalizing AI for public sector fraud prevention From months to minutes: Building real-time clinical data pipelines with natural language Agentic Data Engineering with Genie Code and Lakeflow Securely send first-party conversion signals with Snapchat Conversions API on Databricks Marketplace How leading tech companies are killing the builder’s tax with Lakebase Inside one of the first production deployments of Lakebase: LangGuard's agentic workflow governance engine The next generation of Databricks Genie Model Risk Management in 2026: A Banker’s Guide to the Revised Interagency Guidance OpenAI GPT-5.5 now available on Databricks, fully-governed through Unity AI Gateway Operational databases: How they work and when to use them Databricks partners with OpenAI on GPT-5.5 Announcing the Public Preview of Lakeflow Designer Are LLM agents good at join order optimization? How conversational analytics removes the BI bottleneck How to transform document activation workflows with Genie and Agent Bricks Beyond the spreadsheet: how Databricks is delivering the modern CFO in Financial Services AI App Development: Guide To Building AI-Powered Apps IoT in Manufacturing: Strategy, Components, Use Cases, and Challenges Stop Hand-Coding Change Data Capture Pipelines Multimodal Data Integration: Production Architectures for Healthcare AI Personalization Strategies for Media Companies A Modern AI Risk Management Framework Introducing the Databricks Excel Add-in for Business Users Real-Time Decisioning for AI Agents: Why you Need a Customer Context Layer First A Practical Guide to LLM Fine Tuning AI Data Transformation Guide for Data Engineers and Data Scientists Concurrency Control in DBMS: How Locking, MVCC and Optimistic Strategies Keep Data Consistent Bridging data science and marketing: Databricks unveils Delta Sharing integration for Adobe Experience Platform and agentic marketing workflows Take Control: Customer-Managed Keys for Lakebase Postgres Get hands on with agents, vibe coding and more at Data+ AI Summit Mercedes-Benz Builds a Cross-Cloud Data Mesh with Delta Sharing and Intelligent Replication, Cutting Costs by 66% What Is a Transactional Database? Introducing Genie Agent Mode Governing coding agent sprawl with Unity AI Gateway Governing Coding Agent Sprawl with Unity AI Gateway What is pgvector? Banks Don’t Have an AI Problem – They Have a Data Platform Problem Open Platform, Unified Pipelines: Why dbt on Databricks is Accelerating Why Your Agents Can’t Read Enterprise Documents — and How to Fix It Building with Databricks Document Intelligence and Lakeflow Databricks on Google Cloud: Innovate Faster. Smarter. Together. Introducing the Databricks Connector for Google Sheets: Real-Time, Governed Lakehouse Data in the Sheets Users Love Unity AI Gateway: How to connect agents to external MCPs securely Expanding agent governance with Unity AI Gateway Agentic reasoning in practice: Making sense of structured and unstructured data Agent Bricks: The Governed Enterprise Agent Platform 8 AI and data trends shaping financial services in 2026 Building real-time product search on Databricks Lovable + Databricks: Build Data-Driven Apps at the Speed of Thought Memory scaling for AI agents Powering clinical research innovation: How TriNetX uses Databricks to accelerate drug development Database Branching in Postgres: Git-Style Workflows with Databricks Lakebase How Zalando built a unified data foundation for AI and analytics on Databricks The next era of the open lakehouse: Apache Iceberg™ v3 in Public Preview on Databricks How FSIs eliminate silos between clients, operations, and finance How MakeMyTrip achieved millisecond personalization at scale with Databricks A multi-agent approach to audience intelligence AiChemy: Next-generation agent with MCP, skills and custom data for drug discovery Accelerate business insights with Lakeflow Connect, now with a Free Tier Unlocking Next-Gen Customer Experiences with Data Intelligence for Marketing
Why Talent Transformation Is the Missing Focus of Enterprise AI
2026-05-07 · via Databricks

The influence of AI is rapidly unfolding for enterprises, and those that do not adopt AI will become irrelevant. To remain competitive, enterprises not only need upskilled technical practitioners to build compelling data and AI products but also empowered line-of-business users to actually use them. Databricks Academy Pro is a new all-in-one subscription that unlocks ongoing enablement for each user in their preferred learning style. The offering provides users with learning access across live, instructor-led or self-paced training, access to labs for hands-on learning and industry-recognized certifications.  

Why the way teams upskill has to change

This urgency is already showing up in practice and many enterprises are discovering that skills, not strategy, are the biggest barrier to AI adoption. Deloitte's 2026 State of AI in the Enterprise report finds that insufficient worker skills are now the biggest barrier to integrating AI into how work actually gets done. Hiring alone won't close that gap; there aren't enough experienced practitioners in the market to staff every team that needs them. The path forward is upskilling the people you already have.

But the way most teams approach training isn't built for that: A one-time enablement push or an annual training event can't keep pace with a platform that ships new products and features regularly. The skills your team needed at the start of the year might be outdated by the end of the year — and that's just the platform changing, before you account for areas like agents and AI governance that didn't exist a year ago. Upskilling has to be ongoing capability the team builds, not a standalone event the team attends.

A pattern shows up across the small group of organizations getting compounding returns from AI — what BCG calls “future-built” companies, growing revenue at 1.7x the rate of laggards. They allocate resources differently: BCG estimates that two-thirds of AI investment should go to people-related capabilities, not tools. And in the teams getting this right, learning is continuous, every learner on the team has access — not just a chosen few — and the training is tied to the work the team actually does.

Introducing Databricks Academy Pro

To meet this need, we built Databricks Academy Pro- an annual, per-seat subscription that allows every learner to continuously upskill in whatever format works for them — self-paced courses, live instructor-led classes, hands-on labs, or a blend of all three. Every format runs in a real Databricks environment, so learners are practicing in the same place they work. And as the platform evolves, new training follows the products and features your team needs.

Every Academy Pro seat includes:

  • The full Databricks curriculum, across every technical and non-technical learning path.
  • Unlimited Blended Learning with self-paced learning and weekly live instructor-led reviews so learners can move at their own pace without losing expert guidance.
  • Unlimited public, half-day instructor-led classes, offered across time zones and languages so learners can join as often as they need.
  • Unlimited Databricks Academy Labs, with guided exercises in hosted Databricks environments — compute included.
  • One Databricks Certification exam voucher per user, per year — turning learning into a credential that shows up on a resume and a team's skill map.

What makes Academy Pro different is the combination. Self-paced learning, live instructor-led classes and hands-on labs are all unlimited and sit inside one subscription — no per-format limits, no add-on purchases.

That means each learner picks the format that fits what they're doing. A hands-on engineer might spend most of their time in labs working through problems they hit day-to-day, drop into a live class when they're exploring something new like AI agents, then come back to a self-paced course before a big project — all on the same subscription.

How it scales with your team

Whether you're bringing a handful of new analysts up to speed or rolling out Databricks across thousands of practitioners, Academy Pro grows with your team— and additional capabilities unlock as you scale. See the table below.

Entitlement

Starter (1–99)

Growth (100–999)

Enterprise (1,000+)

Unlimited public ILT classes

Unlimited blended learning

Unlimited Academy Labs

Annual Certification voucher (1/user)

Private online community access

Custom Academy portal

Designated Talent Transformation program manager

At Growth and Enterprise, the Custom Academy Portal gives you a branded internal Academy portal, and a view of how learners are progressing: who's enrolled, what they're completing, who's earning certifications. You can see how your team is progressing as a whole, not just course-by-course.

Additional ways to train your team

Academy Pro is the centerpiece of a simplified Databricks Academy lineup. Alongside it, two other options cover specific needs:

  • Private Instructor-Led Training — for teams that want a live, expert-led session for their group, whether to upskill on topics that's specific to their environment, or to have the agenda tailored to a particular initiative or use case.
  • Databricks Certification exam vouchers — for teams or individuals looking to validate their skills on Databricks with an industry-recognized credential, helping them build trust with customers, partners, or internal stakeholders.

Start upskilling your team

Databricks Academy Pro is available today — built for the people side of your data and AI transformation. Whether you're upskilling a single team or thousands of practitioners across the enterprise, talk to your Databricks account team or visit our webpage to learn more.