Databricks

Databricks

Databricks Unity Catalog Demo

Databricks Unity Catalog is a unified governance solution for all data and AI assets including files, tables, and machine learning models in your lakehouse on any cloud. Unity Catalog simplifies governance of data and AI assets on the Databricks Lakehouse platform by bringing fine-grained governance via one standard interface based on ANSI SQL that works […]

Read More
Databricks

Delta Live Tables with Auto Loader and Hugging Face Sentiment Analysis

Modern data engineering requires more advanced data lifecycle for data ingestion, transformation, and processing. In this session, learn how the Databricks Lakehouse Platform provides an end-to-end data engineering solution — ingestion, processing and scheduling — that automates the complexity of building and maintaining pipelines and running ETL workloads directly on a data lake, so your […]

Read More
Databricks MLOps

MLOps on Databricks: A How-To Guide

As companies roll out ML pervasively, operational concerns become the primary source of complexity. Machine Learning Operations (MLOps) has emerged as a practice to manage this complexity.

Read More
Databricks

Advancing Spark – Data + AI Summit 2022 Day 1 Recap

In this video, Simon steps through the Data + AI Summit 2022  Day 1 Keynote, available to watch On Demand via the DAIS 2022 website. He discusses Spark Connect, Project Lightspeed, Delta 2.0, Databricks SQL Serverless, Databricks Marketplace and Databricks Cleanrooms! Don’t know what any of that means?? Watch the video!

Read More
Databricks FinTech

Using Databricks Lakehouse to Facilitate Thousands of Small Business Loans

Intuit uses data and AI on a modern cloud architecture to facilitate small business loans and offer personalized financial tools to its customers in the areas of risk and fraud, expert matchmaking, and cash flow forecasting.

Read More
Databricks

Lakehouse for Financial Services Blueprints Tutorial

Lakehouse for Financial Services Blueprints is a Terraform-based automation template to deploy the Lakehouse Architecture that incorporates patterns from 600+ FS customers. It is tailored for key security and compliance policies and provides FS-specific libraries as quickstarts for key use cases, including Regulatory Reporting and Post-Trade Analytics. Download the Terraform templates.

Read More
Databricks TensorFlow

Quick to Production with Minimal MLOps with the Best of Spark and TensorFlow

In this session, learn how we can get deep learning and ml models with TensorFlow into production quickly right after prototyping. Using TensorFlow with big datasets in a distributed setting has been an issue for small teams like ours due to complicated MLOps code, but with what we cover in the talk, we could now […]

Read More
Databricks

How AT&T Uses Databricks Lakehouse to Stop Fraud Before It Happens

A&T is using data and AI to deliver predictive solutions that protect its customers from fraud. Moving from an on-premise architecture to a cloud-based Lakehouse allows AT&T to take in all kinds of data, standardize it and then run ML models that drive fraud alerts in real-time.

Read More
Databricks

Databricks Workflows

Databricks Workflows is the fully managed orchestration service for all your data, analytics, and AI. Deep integration with the underlying lakehouse platform ensures you will create and run reliable production workloads on any cloud while providing deep and centralized monitoring with simplicity for end-users.

Read More
Databricks

Public Health: Education, Access, and Policy

Matt Willis, Marin County Public Health Officer, shares the three pillars of public health: education, access, and policy, and the critical role data plays in addressing the COVID-19 pandemic & opioid epidemic.

Read More