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IBM Integrated Analytics System (IIAS) for Data Scientists (V1.0) eLearning (1W710G)     » zur vollständigen Seminarliste

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. 

Alle IBM Trainings werden mit Original IBM Schulungsunterlagen angeboten und finden in Kooperation mit dem von Arrow ECS autorisierten IBM Schulungspartner esciris statt.

Kurs-Id: IBM_1W710G

Seminarinhalt

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

Informationen
Zielgruppe

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

Vorkenntnisse

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

Das Training findet auf Deutsch statt.