Generate Targeted Insights with Advanced Analytics · Generate Targeted Insights with Advanced Analytics. Partner Logo Most organizations ... big data database to get on the path

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Generate Targeted Insightswith Advanced Analytics

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Most organizationsface these common challenges

Scaling infrastructure Finding critical talent Optimizing costs

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...and delivering valuable insights

Analytics leaders struggle withmanaging growing expectations...

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Confidential & Proprietary

Organizations thatare quick to explore ML and AI...

...struggle when their current data warehouse can’t provide the needed speed and scale

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60-80%

Higher up-front, operational and maintenance costs

Higher riskof failure*

60%

This challenge of managing volume and speed of data causes:

*60% of traditional data warehousing implementations fail to deliver expected value

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Hadoop

Machine Learning

Artificial Intelligence

Spark

Impala

Hive

HueData

Analytics

Redshift

SQL

Teradata

MongoDB

Oracle

Organizations on the road to ML/AI struggle with the choice of many different pathways

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Problems continue and more budget is needed, without evidence of positive results

The analytics team grow their cluster and hire more support staff

As volume increases, performance issues bubble up

A company embraces a big data database to get on the path to ML/AI

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Paving the way to ML and AI

Serve analytic queries to a large number of users

Process data in real-time

Reducing complex work-arounds

Eliminate roadblocks with a holistic approach to creating end-to-end architectures

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Data ingestionat terabyte scale

Reliable streamingdata pipeline

Advanceddata visualization

Cloud Pub/Sub Cloud Dataflow Cloud ML EngineBigQuery

Faster data warehousing & predictive insights

Google Data Studio

Build strong data foundation onyour path to ML / AI

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Fast reporting, targeting and optimization in advertising and media

A simple, reliable foundation for stream analytics

Ingests event data streams and delivers them to CloudDataflow for processing

Deliver event datawherever you need it

Cloud Pub/Sub

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Simplify operationsand management

Reduce complex workarounds

Reduce compromisesfor reliably managing streaming analytics

Transform datain real-time

Cloud Dataflow

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Transform datain real-time

BigQuery

Pay-as-you-go pricingA petabyte-scale Data Warehouse Platform

Fully managed and serverless

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Transform datain real-time

Can manage trained models for largescale online andbatch predictions

Combinedwith powerful TensorFlow framework

Can generate ML models that work for any type ofdata any size

Cloud ML Engine

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Thank youRealize the full benefits of using advanced analytics with

Google Cloud and gain real insights for your business.