BluemixData & Analytics

Data – Classic Relational databases

Data – NoSql

Data – Open/External Data

Big Data & Analytics

Data – Ingest / Transformation

8

David McCandless : “Information is Beautiful”

https://www.youtube.com/watch?v=z0p7hqq4IAs

Data is the new Soil and visualization are flowers

9

Analytics – Landscape

Analytics – Descriptive

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Analytics – Descriptive

Analytics – Descriptive

https://watson.analytics.ibmcloud.comIbm.biz/cognosanalytics.com

Analytics – Predictive

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WATSON MACHINE LEARNING

1. MachineLearningmadeEasyandUnderstandable2. FullMachineLearningworkflow asaservice3. Automationofthelifecycle4. TrainnewMachineLearningModelswithyourowndata:27data

connectorsandgrowing5. APIsfordevelopers totrainandscoreMachineLearningModels6. EasilycreateappspoweredbyMachineLearninginyourlanguageof

choice:Java,JavaScript,.Net,Swift,RubyandmorefortheweborAndroid/iOS

7. DeployinBatch/StreamingandReal-time8. Generatebillions ofpredictions inseconds9. ScaletheMLplatformin1-click10. CollaboratewithyourteammembersandLearnfromtheCommunity

IBM WATSON MACHINE LEARNING

A new way to do Machine Learning

ObjectStorage ApacheSpark MachineLearning

Bluemix Predictive Analytics becomes

IBM Watson Machine Learning

Machine Learning workflow

services provisioned by default

Stand alone for App developers via API

Analytics – Prescriptive

Analytics – Cognitive

WATSON DATA PLATFORM

2

0

Start experiencing the Watson Data Platform

Data Engineer Business AnalystApp Developer Data Scientist

Watson Analytics

Data Science Experience

ForgeBluemix

User Experiences

DataProfessionals

IndividualServices IBM dashDB™IBM Cloudant®

IBM BigInsights® forApache Hadoop

IBM GraphData Connect

Streaming Analytics

IBM Compose

IBM Analytics for Apache Spark

Watson Data Platform in DSX

DATA SCIENCE EXPERIENCE

A growing Set of Data Science Tools

http://datascience.ibm.com

IBM Data Science Experience

Community OpenSource IBMAddedValue

Powered by IBM Watson Data Platform

- Findtutorialsanddatasets- Connectwithotherdatascientist- Askquestions- Readarticlesandpapers- Forkandshareprojects

- CodeinScala/Python/R/SQL- JupyterNotebooks- RStudioIDEandShinyapps- ApacheSpark- Yourfavoritelibraries

- ModelerUI/Statistics- PrescriptiveAnalytics- Auto-datapreparation- Auto-modeling- AdvancedVisualizations- Modelmanagementanddeployment

IBM Data Science Experience provides an environment that brings together everything that a data scientist needs today. It includes the most popular Open Source tools and IBM unique value-add functionalities with community and social features integrated as a first class citizen to make data scientists more successful.

Be a better Data Scientist

Built-in learning to get started or go the distance

The best of open source and IBM value-add to create state-of-the-art data products

Community and social features that provide meaningful collaboration

Learn Create Collaborate

Data Science Experience