R language Nexacu

Machine Learning in R - Training Course - Hong Kong

Understand the machine learning using 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 - Hong Kong

Learn the basic processes of machine learning using R programming. Led by experienced data scientist remotely in Hong Kong.
HK$3,550
10 max
1 day

Hong Kong

Upcoming Courses:
Hong Kong
Date
Course
City
Status
Tue 11-May-21
Tue 11 May
Machine Learning in R
Hong Kong
Status: Confirmed
Confirmed
Fri 18-Jun-21
Fri 18 Jun
Machine Learning in R
Hong Kong
Status: Scheduled
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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 Hong Kong Course Details

Price
HK$3,550
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
16F & 17F, 700 Nathan Road, Kowloon, Hong Kong
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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
26847 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 Hong Kong 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 Hong Kong 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 26847 Reviews
Good and helpful session with few good tips & tricks -Power BI Advanced Perth
Savita - Power BI Advanced, .
Great Course. Well presented as always. -Power BI Advanced Perth
Ben - Power BI Advanced, .
Excellent day. Intense, great to work with. -Power BI Advanced Perth
Diane - Power BI Advanced, .
Excellent content and trainer -Power BI Advanced Perth
Michael - Power BI Advanced, .
The course content was very good and I can see myself using a lot of the features demonstrated today. It was a bit challenging during the morning session with one participant who did not have the most up to date version of the software, which was hard for her, and also held up the session a bit. The afternoon session flowed better and I got a lot of value out of the dashboards and slicing. -Analysis & Dashboards Brisbane
Hilda - Analysis & Dashboards, .
Jason is an excellent Instructor in that he went at a steady pace and has a manner that made me feel relaxed and, in turn, made it very easy to pick up the skills. -Excel Customised Canberra
Jordan - Excel Customised, .
Covered lots of info and cheat options -Excel Customised Canberra
Nathan - Excel Customised, .
Good class, much more confident with excel now -Excel Customised Canberra
Abdul - Excel Customised, .
the Course was great, learnt a lot of different formulas and how to use charts, graphs in our situation. Well Worth it. -Excel Customised Canberra
Tania - Excel Customised, .
Very helpful and will assist with my job -Excel Customised Canberra
James - Excel Customised, .
Good course with a good instructor. Learned a few valuable steps for work and life. -Excel Customised Canberra
pat - Excel Customised, .
Jason was very easy to understand and clear instructions, happy with how the training program went -Excel Customised Canberra
Sam - Excel Customised, .
Trainer was fantastic -Excel Customised Canberra
Jake - Excel Customised, .
great -Excel Customised Canberra
rhys - Excel Customised, .
It was well structured and clearly communicated, would recommend. -Power BI Intermediate Sydney
Hugh - Power BI Intermediate, .
Good, at times bit fast to catch up. -Power BI Intermediate Sydney
Sangeetha - Power BI Intermediate, .
Excellent trainer and the course is structured well. -Power BI Intermediate Sydney
Binesh - Power BI Intermediate, .
Instructor is very good, the pace is right. -Power BI Intermediate Sydney
Jonathan - Power BI Intermediate, .
Very good course. -Power BI Intermediate Sydney
Abhash - Power BI Intermediate, .
GREAT COURSE -Project Beginner Adelaide
Nathan - Project Beginner, .

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