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IBM Integrated Analytics System (IIAS) for Data Scientists (V1.0) eLearning

Course Details
Code: 1W710G-WBT
Tuition (USD): $99.00 • Self Paced (5 hours)
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This IBM Web-Based Training (WBT) is Self-Paced and includes:
- Instructional content available online for duration of course
- Visuals without hands-on lab exercises

This course teaches data scientists how to use the data science capabilities of IBM Integrated Analytics System, using Watson Studio, RStudio, Spark, and in-database analytics. 

Skills Gained

Unit 1 Introduction to IBM Integrated Analytics System 
- IIAS software overview 
- IIAS hardware overview 
- IIAS technologies overview 
- IIAS architecture overview 

Unit 2 Introduction to Watson Studio on IBM Integrated Analytics System 
- Explore the community 
- Identify the role of projects 
- Identify analytic assets 
- Identify environments 
- Identify jobs 
- Identify collaborators 

Unit 3 Work with notebooks 
- Work with notebooks 
- Load data into a notebook 
- Build a model 
- Save a model 
- Deploy a model 

Unit 4 Work with R and RStudio 
- Describe the RStudio component of IBM Integrated Analytics System 
- Describe the data science capabilities of the RStudio component 
- Use RStudio to create and deploy a model 

Unit 5 Optimize performance 
- In-database analytics versus in-application analytics 
- Explore in-database analytics using R and Python 
- Identify analytic stored procedures

Who Can Benefit

Data scientists, data miners, statisticians, researchers, business analysts performing statistical modeling

Prerequisites

  • Familiarity with basic concepts in data science (machine learning models, scoring, deployment)
  • Basic knowledge of notebooks
  • Basic knowledge of Python and/or R