All courses delivered remotely. Instructor-led, live online.

R language Nexacu

Machine Learning in R - Training Course - Manila

Understand machine learning using R programming

Machine Learning involves using a variety of techniques to build predictive models or extract insights from data. Our Machine Learning course builds on your basic knowledge of R and will provide you with an understanding of the machine learning process. You will learn how to perform:
  • cluster analysis and
  • create regression and classification models with random forests in R.

For students interested in using R scripts in Power BI, your trainer will demonstrate how we can incorporate these analyses into a Power BI workflow. Training will be delivered by our experienced data scientist, Tamara Shatar PhD. Find more course details below.

Machine Learning in R - Training Course - Manila

R language Nexacu
Learn the basic processes of machine learning using R programming. Led by experienced data scientist remotely in Manila.
₱ 25,300
10 max
1 day

Frequently Asked Questions

Meet your Trainer

Trainer Tamara Shatar

Tamara Shatar holds a PhD in Agricultural Data Science. She has extensive experience, including many years working as a research scientist focused on data analysis, modelling using machine learning, simulation and other techniques. While working in both academia and at the Australian CSIRO, part of her role included teaching a variety of data analysis skills. Tamara has designed our first Data Analytics Training Course, Using R, to provide beginners with the fundamental tools necessary to start using R for data analysis. She is consistently well reviewed by her students. 

"The course was really good, Tamara is an excellent trainer and was able to answer my questions, the resources she provided to help after the course are excellent. I was a bit overwhelmed at the beginning trying to learn a new language, but Tamara put me at ease and went through the content at a pace that I could understand." - R Basics Brisbane, Australia 

What is R? 

R is an open source and free programming language that was developed for statistical analysis and production of high-quality graphics. It has long been popular with statisticians and academics who make up part of the large active user community behind R. This community has contributed over 15,000 packages that extend the base functionality of R, making it easy to implement a vast range of techniques for data manipulation, analysis and visualization.  

What is Machine Learning?

Machine learning refers to a group of analysis techniques used to extract knowledge from data. It involves using mathematical or statistical models to predict outcomes. The models use algorithms (step-by-step programming instructions) to "learn" from data.  

What is Remote Training?

Remote training at Nexacu, means our team of experienced trainers will deliver your training live online. With remote learning students can access our usual classroom training courses via video conferencing, ask questions, participate in discussion and share their screen with the trainer if they need help at any point. Students have the same level of participation and access to the trainer as they would in classroom training sessions. 

Machine Learning in R Manila Course Details

₱ 25,300
1 day
9am - 4pm ( approx )
Class Size (max)
Class Size (avg)
Reference Materials
CPD Hours
6 hours
Instructor-led training
Live Online
Level 40 PBCom Tower
6795 Ayala Avenue Corner V.A.
Rufino Street
Makati City
Makati 1226

R Programming Course Outlines

  • R Basics
    ₱ 25,300
  • R Beginner
    ₱ 25,300
  • R Intermediate
    ₱ 25,300
  • Machine Learning in R
    ₱ 25,300
  • R Programming Certification
  • Machine Learning in R Certification
Other Courses
Microsoft Power BI Training Courses
Microsoft Excel Training Courses
Microsoft Office 365 Training Courses
Excel Specialist Training Courses
Microsoft Project Training Courses
Python Training Courses
SQL Training Courses
Power Apps Training Courses
SharePoint Training Courses
Power Automate Training Courses
Microsoft Teams Training Courses
Microsoft Visio Training Courses
Dynamics 365 Training Courses
Microsoft PowerPoint Training Courses
Microsoft Word Training Courses
Other Courses
Course Rating
R Programming Training Courses

4.72 5 R Programming Training Courses
4.72 out of 5
35228 Student Reviews

Skills Test

Try our short skills tests and
find out which course is right for you.

Skills Test Nexacu

 skills test


Contact Us

What do I need to know to attend?

  • Attended our R programming Foundations and Beginner courses or have basic familiarity with R.
  • You will not be expected to code unassisted but will achieve better learning outcomes if you have a fundamental understanding of R syntax.
  • Basic understanding of statistics (mean, median, standard deviation, variance)

Machine Learning in R Manila Learning Outcomes

You will develop an understanding of and be able to:

  • Generate insights from your data using cluster analysis
  • Create predictive models from your data using random forests

  • Assess the predictive accuracy of your classification and regression models
  • Leverage models to make predictions to guide decision-making
  • Incorporate R scripts in your Power BI workflow

Machine Learning in R Manila Course Content

  • Introduction 
  • Introduction to machine learning 
  • Supervised vs unsupervised learning 
  • The machine learning process 
  • Cluster analysis 
  • Purpose of cluster analysis 
  • Real-world applications 
  • K-means 
  • How the algorithm works 
  • Data preparation 
  • How many clusters? 
  • Performing k-means clustering in R 
  • Customer segmentation with cluster analysis
  • Random forests 
  • Basics of tree-based models 
  • Classification vs regression trees 
  • From trees to forests 
  • Ensemble learning: bagging to reduce overfitting and improve predictive accuracy 
  • Preparing data for analysis 
  • Splitting data into training and test sets 
  • Training the model 
  • Assessing model accuracy 
  • Classification vs regression metrics 
  • Optimising the model 
  • Using the model for prediction 
  • R Scripts in Power BI 
  • Setting up 
  • Running R Scripts in Power Query to create new data 
  • Creating R visuals in Power BI 

Contact Us

What is Remote Training?

Valued by Individuals

4.72 / 5
Over 35228 Reviews

Trusted by Business

Awards and Accreditations

Follow us