R language Nexacu

Machine Learning in R - Training Course - Bangkok

Get started with machine learning use R

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.

You will also be introduced to R in Power BI and 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 - Bangkok

Learn the basic processes of machine learning using R programming. Led by experienced data scientist remotely in Bangkok.
฿ 13,800
10 max
1 day

Bangkok

Upcoming Courses:
Bangkok
Date
Course
City
Status
Tue 11-May-21
Tue 11 May
Machine Learning in R
Bangkok
Status: Confirmed
Confirmed
Fri 18-Jun-21
Fri 18 Jun
Machine Learning in R
Bangkok
Status: Scheduled
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Frequently Asked Questions

Meet your Trainer

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 Bangkok Course Details

Price
฿ 13,800
Duration
1 day
Times
9am - 4pm ( approx )
Class Size (max)
10
Class Size (avg)
5
Reference Materials
Provided
CPD Hours
6 hours
Delivery
Instructor-led training
Live Online
Address
999 Gaysorn Plaza, 5th Floor, Unit 5B-1, Ploenchit Rd.,, Lumpini, Patumwan, Bangkok, 10330, Thailand
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Data Analytics Course Outlines

  • Machine Learning in R
  • R Programming Certification
  • Machine Learning in R Certification
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Course Rating
Data Analytics Training Courses

4.72 5 Data Analytics Training Courses
4.72 out of 5
26815 Student Reviews

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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 familiarity with Power BI is desirable (data import and creating basic visuals)
  • Basic understanding of statistics (mean, median, standard deviation, variance)

Machine Learning in R Bangkok 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 Bangkok 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 

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What is Remote Training?

Valued by Individuals

4.72 / 5
Over 26815 Reviews
Good last session, the Power App advanced one!. As the two previous ones that I did, Dominic (the trainer) was very good. Had some good examples. -Power Apps Advanced Perth
Ralph - Power Apps Advanced, .
It is a great learning exposure. Loved the fact that it is very thorough and you get the chance to do everything first hand. -Power Apps Advanced Perth
Kiran - Power Apps Advanced, .
The session has been conducted really well. The teacher has been great at explaining everything. -Excel Advanced Adelaide
Emmanouil - Excel Advanced, .
The course was well paced and I'm glad there was only three of us because it gave Jagg time to assist us equally. A very good introduction to the advanced language and functions -Excel Advanced Adelaide
heidi - Excel Advanced, .
Great instructor. Good pace wasn't too fast or too slow. Assisted with all enquiries. -Excel Advanced Adelaide
Hayley - Excel Advanced, .
It was very informative session. As a beginner, I now have a good understanding of how the program works and how to make a use of out it in a daily working environment. Thank you. -Power BI Beginner Sydney
Inho - Power BI Beginner, .
Interesting and engaging. Excellent class. -Power BI Beginner Sydney
Rohith - Power BI Beginner, .
Excellent course, Michael is a great knowledgeable and professional teacher full of enthusiasm. -Power BI Beginner Sydney
Sascha - Power BI Beginner, .
Very informative training course -Power BI Beginner Sydney
TUAN - Power BI Beginner, .
I haven't seen/used Power BI before so it is a lot of information to take on board. In saying that, it looks like an amazing tool & look forward to using it. Very informative. Thanks Michael -Power BI Beginner Sydney
Helen - Power BI Beginner, .
Engaging and enjoyable class. Wide range of information clubbed efficiently into an intensive session. Very educational. -Power BI Beginner Sydney
Rohith - Power BI Beginner, .
Michael was very engaging and knowledgable. I thoroughly enjoyed the class today. -Power BI Beginner Sydney
Jessica - Power BI Beginner, .
Michael was very knowledgeable and engaging, he kept the course running at a good pace, without going too fast. -Power BI Beginner Sydney
Robert - Power BI Beginner, .
Content was very informative and Michael was a great instructor - very worth while course. -Power BI Beginner Sydney
Kelly - Power BI Beginner, .
Thanks Jason! I certainly learned quite a few new features. -Excel Intermediate Brisbane
Jolene - Excel Intermediate, .
Jason was super helpful and ALOT of information to absorb. Didn't realise how much you can do with excel. Still a lot more to learn however, I would recommend this course. -Excel Intermediate Brisbane
Trishelle - Excel Intermediate, .
Very informative and well structured/presented. Jason was very helpful -Excel Intermediate Brisbane
Nicholas - Excel Intermediate, .
Found a lot of efficiencies -Excel Intermediate Brisbane
Lisa - Excel Intermediate, .
Great overview of different excel functions. It would be helpful to have set task to complete throughout the course to check our understanding. It's easy to think you get everything until you have to put it into practice! -Excel Intermediate Brisbane
Meg - Excel Intermediate, .
Very good, pace excellent. Can't wait to do the advanced excel course as well. -Excel Intermediate Brisbane
Catherine - Excel Intermediate, .

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