Tableau Advanced Analytics with R Training

Tableau Advanced Analytics with R Training is developed for professional data visualization users who want to shift into data science and analytics to improve their business by equipping the analytical ability of R and the unique visualization capabilities of Tableau.

📘 Tableau 👥 1751 Enrolled ⏱️ 2 Days 💼 Level ⭐ 4.6 | 113 Reviews

Why Microtek Learning?

500+

Courses

10+ Years

Experience

95K+

Global Learners

Virtual Instructor-Led Training

$1590

Course Overview

In this course, you will get to learn various machine learning algorithms and how prescriptive, predictive, and visually appealing analytical solutions can be developed with Tableau and R.

It will provide you with comprehensive examples that will help you evolve from being a data-savvy user to an advanced data analyst very conveniently.

Our enterprise training program is best for organizations and companies.

It guides you to integrate Tableau's analytics with the statistical prowess of R and teaches you the right methods to utilize the CRISP-DM procedures to build a pathway for analytical investigations.

You will also be able to implement different learning algorithms in R that revert values to Tableau.

Mode of Training

🏫 Classroom 💻 Live Online 🧪 Blended 👨‍👩‍👧‍👦 Private Group

What you will learn

Utilizing advanced calculations in Tableau and R for predictions and analytics.
Integrating analytics with arithmetical power of R.
Making R function calls in Tableau.
Visualizing R functions covering Tableau by utilizing RServe.
Utilizing CRISP-DM methodology for emergent process for analytics investigation.
Applying unsupervised and supervised learning algorithms in R returned values to Tableau.
Making quick decisions, cogent and data-driven by utilizing innovative analytics techniques such as predictions, association rules, forecasting and classifications.

Who Should Attend This Course?

The learning is recommended for experienced Tableau users who have a very good experience with Tableau products or willing to transit from a data users to data analysts.

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📘 Tableau Advanced Analytics with R Outline

Installing R and R Studio
Installing Rserve
Environment of R
Connecting to Rserve

Variables
Vectors and Lists
Matrices
Factors
Data Frames
Control Structures
For Loops
Functions
Using R in Tableau

CRISP-DM Model - Data Preparation
CRISP-DM - Modeling Phase
CRISP-DM - Evaluation
CRISP-DM - Deployment
CRISP-DM - Process Restarted
CRISP-DM - Summary
Working with Dirty Data
Introduction to Dplyr
Summarizing Data with Dplyr

Simple Linear Regression
Comparing Actual Values with Predicted Results
Building a Multiple Regression Model
Solving the Business Question
Sharing Data Analysis with Tableau

Understanding the Data
Data Preparation
Describing the Data
Modeling in R
Decision Trees in Tableau Using R
Bayesian Methods
Graphs

What is Clustering?
Finding Clusters in Data
How Does K-Means Work?
Creating a Tableau Group from Cluster Results
Scaling
Clustering Without K-Means
Statistics For Clustering

What Are Neural Networks?
Backpropagation and Feedforward Neural Networks
Evaluating a Neural Network Model
Lift Scores
Visualizing Neural Network Results
Modeling and Evaluating Data in Tableau

Introduction to Decision System and Machine Learning
Fuzzy Logic
Bayesian Theory
Integrating a Decision System and IoT (Internet of Things) Project
Building Your Own Decision System-Based loT
Writing the Program
Testing
Enhancement

❓ Frequently Asked Questions

Yes, Microsoft R Client is a community-supported free of cost data science tool enabling the users for deep analytics. Built on top of Microsoft R Open, it can be used to build different analytics.

The integration of R and Tableau supports you to take Tableau analytics further with predictabilities. The excellence of visualization capabilities in Tableau and predictive capabilities of R gives you the best dependable data analysis.

Yes, the acceptance and use of Tableau are increasing fast in IT service sector of all the countries creating high demand of Tableau certified professionals.

We conduct "two days" instructor led virtual training for Tableau Advanced Analytics with R course.

Yes, Tableau has capability to pass any data type from any relational data source to R, whether it is a flat-file, cube, relational database or an unstructured data store.

Still have questions?

Reach out to our learning advisors for personalized guidance on choosing the right course, group training, or enterprise packages.

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What You Get with Microtek Learning

Instructor-Led Excellence

✓ Certified Instructor-led Training
✓ Top Industry Trainers
✓ Official Student Handbooks

Measurable Learning Outcomes

✓ Pre- & Post-Training Assessments
✓ Practice Tests
✓ Exam-Oriented Curriculum

Real-World Skill Building

✓ Hands-on Activities & Scenarios
✓ Interactive Online Courses
✓ Peer Collaboration (Not in self-paced)

Full Support & Perks

✓ Exam Scheduling Support ^*
✓ Learn & Earn Program ^*
✓ Support from Certified Experts
✓ Gov. & Private Pricing ^*

Our Clients

For over 10 years, Microtek Learning has helped organizations, leaders, students and professionals to reach their maximum potential. We have led the path by addressing their challenges and advancing their performances.