1. data & analytics beyond dashboards

2. Data on AWS AWS platform offers Storage Databases Datawarehouses
Bi Tools
Hadoop as a service
Machine Learning as a service
ETL as a service
Natural Language Processing

3. Data on AWS Well, AWS it offers a little more :
more than Storage ……… S3 is called by our customers « The Cloud Datwarehouse  »
Databases choice …………………isv, oss, sql, nosql, aurora, with backups monitoring, replication included
trusted Datawarehouses ……..The same DW which powers Amazon : Redshift, $1k /TB/Year
integrated Bi Tools …….……….. In memory processing which integrates with every data source on AWS
mature Hadoop ……………….…. The first hadoop as a service on the market
simple ML as a service ………….The same algorithms which powers Amazon
zero admin ETL …………………... Serverless spark based ETL
successful NLP ………………………The same which powers Amazon Alexa
GPU for all ………………………. New instance types with pluggable GPU
Deep learning OSS ……………… AWS contributes to Mxnet, an open source DL framework

4. Data on AWS And we innovate (a lot): This Year (and counting)
Last year …
Kinesis Analytics : select * from stream
Quicksight : Bi as a service
Firehose : stream directly to your database
This Year (and counting)
Athena : Serverless Presto (in EU!)
Glue : Spark as a service for ETL (in preview)
Spectrum : select * from S3 / use Redshift to query S3 with

5. Data on AWS The single thing you should remember today
Amazon S3 is a big opportunity for any data practitionner
Before you ask, yes, it’s secured and data are encrypted
You can replace HDFS completely and save moeny and sleep
EMRFS = HDFS api on top of S3, so Spark, Hive, Presto sees it as HDFS
You can now query data in S3 directly from Redshift
It has monitoring/auditing/versionning/lifecycle management done
It replicates data for you for $0.023/GB/m

6. Data on AWS But Data Locality ?!
Well, seems like some of our customers find S3 performances & costs just fine

7. Data on AWS But what about Data Locality ?!

8. Data on AWS But what about Data Locality ?!

9. Data on AWS
Catch this opportunity to share, process, expose, analyze your data
Some reasons not to :
You like to configure HADOOP replication  and patch YARN on your weekends
You thought AWS was just selling excessive capacity
You might think Amazon is going to take their data, in which case look at this

10. Data on AWS
Security ?

11. Ok, we got it ! Did I mention you pay everything as a service ?!
And you can start today for free

12. So, what can we do with all this ?
be Creative!

13. So, what can we do with all this ?
Cloud =
0 * low value tasks +
primitives primitives

14. So, what can we do with all this ?
Kinesis
Dybamodb
API Gateway S3
EC2
Codepipeline
AWS ML
Quicksight
Memcache
Redshift
EMR
Glue
Spectrum
ECS
Aurora
Mysql, Postgres
Oracle/MSSQL
Redis
20+
data services
on aws

15. So, what can we do with all this ?
Traditional BI (for the past 20 years)

16. So, what can we do with all this ?
New data ingestion ?
streams
Streams
processing
Hydrate
API

17. So, what can we do with all this ?
Lambda
Source
Kinesis
Firehose
Redshift
Clients
Dynamodb

18. So, what can we do with all this ?
Are people using dashboards ?
Business analysts might use dashboard
But no-tech savvy users dont use dashboards

19. So, what can we do with all this ?
Ok, what is the N° 1requirement after we deployed a BI tool to production ?
Export to Excel !

20. So, what can we do with all this ?
What people want from the data ?
We [data engineers/scientists/analysts] care about data
Bu people cares about
ANSWERS TO QUESTIONS
ACTIONS THEY CAN TAKE

21. my-data x
mydata Catalog Collections Bots Query Apps Blog APIs Help Profile Logout
Bots
Sales Bot
me 11:35 How many sales where made this week online ?
Salesbot 11:35 I looked at the data and I see that sales were made this week,
13% increase across last week
me 11:35 Alert me when number sales decrease
Salesbot 11:35 ok, will add this alert for you whenever number of sales per week decrease
How many sales where made this week online ?
Alert me when number sales decrease
send

22. Can we build this on AWS ? User age country Order user product Product
department
aisle
Department
aisle
Aisle

23. Can we build this on AWS ?
Demo

24. Can we build this on AWS ? Well, yes The easy part : The funny part
Stream data coming from operation systems to S3
Use Redshift Spectrum to query data
The funny part
Plug a LEX powered chatbot to Slack
Process request with Lambda

25. Can we build this on AWS ?
Sales Bot

26. Can we build this on AWS ?
This is what it takes :
Redshift
Lex
Lambda

27. Conclusions
Amazon S3 is an opportunity to make your data work (as Airbnb, Netflix, Philips, FINRA, NTTDocommo etc. recognize…)
AWS has a lot to offer for you next idea :
AWS Data Services : more than 20 services from SQL to Hadoop including ML, Streaming
AWS Platform and the magic integration between service can turn YOUR IDEA into reality
AWS Free Tier can help you get started quickly, give it !