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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

4.8
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Learn the basic processes of machine learning using R programming. Led by experienced data scientist remotely in Hong Kong.

4270 3550 HKD
10 max
1 day

Hong Kong

Upcoming Courses:
Hong Kong
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Hong Kong
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Hong Kong
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Hong Kong
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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 Hong Kong Course Details

Price
4270 3550 HKD
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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Course Rating
Data Analytics Training Courses

4.8 5 Data Analytics Training Courses
4.8 out of 5
25024 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

4.8/5
Over 25024 Reviews
Handy Course! Teacher had great knowledge of the software. -Excel Advanced Perth
Nick - Excel Advanced, .
Awesome! -Excel Advanced Perth
Eva - Excel Advanced, .
I very much enjoyed the course and found Steven to be very helpful. I was very fortunate to be the only student in attendance. I had some knowledge but feel I will leave today with far more knowledge. -Excel Intermediate Brisbane
Shirley - Excel Intermediate, .
Jagg was wonderful. His approach to teaching was very suitable to the needs of the class. He worked at a pace that was easy enough to follow and allowed for questions when necessary. Keep up the good work! -Project Beginner Adelaide
Billie - Project Beginner, .
The course was designed well and eased into some of the more difficult components. Great trainer and able to help articulate learnings into what makes sense to specific projects. -Project Beginner Adelaide
Amanda - Project Beginner, .
A fantastic course. Very helpful and informative -Project Beginner Adelaide
Tanya - Project Beginner, .
good facilitator thx for today -Project Beginner Adelaide
jeff - Project Beginner, .
Excellent beginners course - feel confident to get started! -Project Beginner Adelaide
Kim - Project Beginner, .
Ken was absolutely fantastic! -Excel Beginner Melbourne
Amrita - Excel Beginner, .
Very helpful base level of knowledge across the platform. Looking forward to the intermediate. Super friendly trainer, thanks Domenic. -Office365 Beginner Perth
Lei - Office365 Beginner, .
Very interactive -Office365 Beginner Perth
Mark - Office365 Beginner, .
Great Excel course, will be very useful in improving my work efficiency. Hope to complete the Advanced Excel Course in the future. Thanks Jenny. -Excel Intermediate Perth
Thomas - Excel Intermediate, .
Very very good course. Jenny is amazing and a great teacher!! A great pace / environment to learn in and ask questions. -Excel Intermediate Perth
Morgan - Excel Intermediate, .
Great course - it's going to save me a lot of time at work and make life easier. Jenny was very helpful and clear at explaining the concepts. -Excel Intermediate Perth
Blaine - Excel Intermediate, .
Jenny was incredibly helpful and friendly. She answered whatever questions we had. The functions taught within this class would be very useful for my work within HR as well as projects. -Excel Intermediate Perth
Alison - Excel Intermediate, .
Learned lots, was very easy to follow. -Excel Intermediate Perth
Oliver - Excel Intermediate, .
It was great! -Excel Intermediate Perth
Alessandra - Excel Intermediate, .
Very useful information to convert into both a working and personal environment. -Excel Intermediate Perth
Mia - Excel Intermediate, .
I enjoyed the course. Jenny was very helpful and informative. -Excel Intermediate Perth
Celeste - Excel Intermediate, .
Great, learned even more functions of Excel -Excel Advanced Brisbane
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