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@moficodes
Watson Studio
ML Made Simple
@moficodes
What is Watson Studio
Integrated environment designed to make it
easy to develop, train, manage and deploy
AI-powered applications.
@moficodes
@moficodes
@moficodes
Why are enterprises struggling to capture
the value of AI
Data
● Data resides in silos and
difficult to access
● Unstructured and
external data wasn’t
considered
Tools & Infrastructure
● Need an environment
that enables a “fail fast”
approach
● Discrete tools present
barriers to productivity
Skills
● Data science skills are in
low supply and high
demand
● Nurturing new data
professionals is
challenging
Governance
● If the data isn’t secure,
self-service isn’t a reality
● Challenge understanding
data lineage and getting
to a system of truth
@moficodes
AI Requires Teamwork
● AI is not magic
● AI is algorithms + data + team
@moficodes
@moficodes
@moficodes
Tools
ML
Spark
SciKit Learn
SPSS Modeler
Deep Learning
PyTorch
Tensorflow
Keras
Caffe
@moficodes
Programming Language Support
Jupyter Notebook (Python, R, Scala)
R-Studio
@moficodes
Visual Modeling Tools
SPSS Modeler
Neural Network Modeler
@moficodes
Flexible Compute Environments
● Dedicated Resources
● Package Management
● Reproducible Research
@moficodes
Other Features
● Easy collaboration
● VIsualization
● Continuous learning
@moficodes
Learn More
Code Patterns : https://developer.ibm.com/patterns/category/artificial-intelligence/
Link to this Slide : http://tiny.cc/NJIT-WATSON
@moficodes
About Me
Mofizur Rahman (Mofi)
Developer Advocate @IBM
Go, Hyperledger Fabric, Kubernetes
@moficodes
@moficodes
DEMO

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