AWS – Databricks

Databricks Competencies

Machine Learning Competency
Data & Analytics Competency
Life Sciences Competency
Retail Competency
Public Sector Partner

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Databricks Unified Data Analytics on AWS

Unified data analytics platform for accelerating innovation across data science,
data engineering, and business analytics, integrated with your AWS infrastructure.

Data

One reliable and scalable data lake
for all analytics

People

One collaborative workspace for data and ML teams

AI

One platform for data science, ML, and analytics

AWS Glue Integration

The AWS Glue service is an Apache compatible Hive serverless metastore which allows you to easily share table metadata across AWS services, applications, or AWS accounts.

This provides several concrete benefits:

Simplifies manageability by using the same AWS Glue catalog across multiple Databricks workspaces.
Simplifies integrated security by using Identity and Access Management Credential Passthrough for metadata in AWS Glue. Refer to the Databricks blog introducing Databricks AWS IAM Credential Passthrough for a detailed explanation.
Provides easier access to metadata across the Amazon services and access to data catalogued in AWS Glue.

Amazon SageMaker

Databricks is integrated with Amazon SageMaker using MLflow to enable distribution of machine learning models. Databricks is used to build collaborative ML models and train them at scale. The deployment enables real-time model serving and REST API integration.

Automated, High Scale Data Pipelines

Created automated data pipelines at scale that minimize cost with features such as auto-clustering and spot pricing. Using Delta Lake, you can scale up to the largest datasets, with high velocity data providing constant updates, instantly available for analytics.

Lisez ce livre électronique et découvrez comment unifier le big data et l'IA dans le secteur des services financiers

Quickly prepare clean data at massive scale, and continuously train and deploy state-of-the-art ML models for best-in-class AI applications. Common use cases include:

Risk, Fraud, Intrusion Detection & Prevention
Customer 360 Engagements , Ad Targeting
Inventory Asset Optimization & Allocation
Genomics & DNA Sequencing

Predictive Maintenance, SCM Seasonal Costing
Sentiment & Customer Churn Analysis
Security Compliance & Intelligence

Santé et sciences du vivant

Recentrer les systèmes de soins sur les patients grâce aux unified analytics

Built by the original creators of Apache SparkTM, the Databricks Unified Data Analytics Platform enables data processing and machine learning at massive scale — empowering healthcare organizations to drive innovations in care while reducing costs.

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Suscitez l'engagement des consommateurs à chaque interaction

Exploitez tout le potentiel du big data et de l'IA pour mieux connaître vos clients et leur offrir des expériences d'achat personnalisées qui les captivent sur tous les canaux de distribution

Étude de cas client

Quby

“Databricks, through the power of Delta Lake and Structured Streaming, allows us to deliver alerts to our product’s users with a very limited latency, so they’re able to react to problems within their home before it affects their comfort levels.” – Steven Galsworthy, Head of Data Science at Quby

Étude de cas client

People.AI

“We were looking for a leader to partner with on analytics infrastructure. With Databricks we can focus our time and resources on innovating new solutions that drive our business.” – John Wulf, Principal Engineer

Webinaire

ShopRunner

ShopRunner ingests over 1TB a day to drive online retail merchandise recommendations. They use Databricks for ingesting data, as well as for running their machine learning jobs. With the Databricks ML runtime that includes machine learning frameworks like TensorFlow, ShopRunner is making recommendations based up physical item appearance.

Databricks Unified Data Analytics on AWS

Data

People

AI

AWS Glue Integration

Amazon SageMaker

Automated, High Scale Data Pipelines

Lisez ce livre électronique et découvrez comment unifier le big data et l'IA dans le secteur des services financiers

Santé et sciences du vivant

Vente au détail

Quby

People.AI

ShopRunner

Financial Services Whitepaper

Delta Whitepaper

People.AI case study

Viacom Case Study

Quby Case Study

QUBY WEBINAR

GLUE BLOG POST

MACHINE LEARNING WEBINAR

DELTA LAKE WEBINAR

HCLS IPC PROGNOS

POSTINVENT WEBINAR

AWS TRAINING