Introduction

Learn R programming concepts, basic statistical techniques, and advanced analytical methods including regression modeling, segmentation, and factor analysis. Acquire the ability to apply data analysis techniques to real-world business scenarios.

Keywords

R programming, statistical analysis, regression modeling, segmentation, factor analysis, data analysis, basic statistics, data modeling

What You Learn

1

Fundamentals of R programming and basic statistical analysis.

2

R basics: variables, data types, data structures; and Rstudio, writing and executing R scripts.

3

Data frames, data import/export, cleaning, and preparation; data exploration and visualization using ggplot2.

4

Descriptive statistics, probability distributions and hypothesis testing, correlation, and simple regression analysis.

5

Advanced data analysis techniques with R.

6

Multiple regression, model building and variable selection.

7

Segmentation and clustering including K-means and hierarchical clustering.

8

Factor analysis, extraction methods,and factor loadings.

What You Get

Videos

Videos

Articles

Articles

Digital Badges

Digital Badges

Quizzes

Quizzes

Handouts

Handouts

One-to-one mentorship

One-to-one mentorship

This Is For You If

Your role involves processing data and extracting statistical patterns to aid the business challenges and decisions.

How You Benefit

Improve your data literacy and analytical skills.

Enhance your ability to make data-driven decisions.

Increase your efficiency in data analysis and reporting.

Use data analysis skills to company-specific challenges.

What You Shouldn’t Miss

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The Silver Brook Advantage

End-to-End Program Management

Every program is managed end to end by the SB team through reminders, attendance, assignments, mentorships, and tests.

Going the Extra Mile

Each program is designed and delivered with a focus on maximizing learning outcomes and achieving the terminal objectives.

The Personal Touch

Our programs are tailor-made to our partner organizations and their individual learners.

Integration across Disciplines

Programs across Life Skills, Leadership, Business, and Technology for all industry sectors.

Why Learn from

Silver Brook

20,000

programs conducted in nearly 2 decades.

80%

of our clients are Fortune 500 companies.

92

out of 100 learners recommend our programs to others (NPS score).

483,000+

professionals have leveled up their skills and mindsets.

42%

of our programs are mandatory for some clients’ employees.

80%

of clients repeat our programs.

800

years of collective experience in planning and upskilling.

50+

Facilitators come from top management and leadership roles.

12

countries and growing…

Get it

Customized

Call us to talk to one of our learning advisors about your upskilling requirements or use the form below to send us a message.