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Course Outline
Advanced Analytics with R and Tableau
Classifying Data
Clustering and Models
Core Programming and Syntax in R
Fundamentals of R
Introduction
Preparing the Development Environment
Regressions in R and Tableau
Summary and Conclusion
- Creating a regression model
- Visualizing regressions
- Predicting and comparing values
- Installing and configuring R and RStudio
- Setting up Rserve
- Moving data between R and Tableau
- Preparing and cleaning data
- Modeling and scripting in R
- Using CRISP-DM
- Working with TDSP models
- Summarizing data
- Variables
- Loops
- Conditional statements
- What are vectors?
- Functions and packages in R
- Working with clustering algorithms
- Creating clusters
- Visualizing clustered data
Requirements
Audience
- Data Scientists
- Experience with Tableau
14 Hours
Testimonials (5)
The fact that it wasn't structured too rigidly and the trainer had an approach focused on our understanding of the material. For me, at least in a training session, it matters a lot that there isn't a overly professional atmosphere, but one of collaboration—where we don't feel inhibited to say what we didn't understand or if we want to revisit a topic. I appreciated that almost everything that could be covered was, so we had an overall view of Tableau and left with basic, foundational concepts that I can build upon if I work in this direction.
Raluca - MOLSONCOORS GLOBAL BUSINESS SERVICES SRL
Course - From Tableau Beginners to Advanced User
Machine Translated
Weronika created a really friendly, informal atmosphere. The training involved a lot of useful knowledge transfer, technical skills exercises and theory, as well as best practices and guidance on how to handle our own data.
Julia Kuczma - DLA Piper GSC Poland Sp. z o.o.
Course - Tableau Intermediate Training Course
The trainer answered all of my questions and gives us a walkthrough.
Mark Xavier Rimas - AIGSS- BPI
Course - Tableau Fundamentals to Advanced
The knowledge of trainor about the tool.
Kendrick Bacani - Thakral One Inc.
Course - Data analysis with Tableau
The pace was just right and the relaxed atmosphere made candidates feel at ease to ask questions.
