Dwight Nuwan Fonseka is Head of Data Science at Plano Pte. Ltd. and an ACLP-certified trainer with deep expertise in data analytics, machine learning, and AI applications. He has extensive hands-on experience developing predictive models, RShiny dashboards, and deep learning solutions using R, Python, TensorFlow, and Keras. With a strong professional background in healthcare, finance, and customer analytics, Dwight brings an applied perspective to teaching AI, focusing on both the opportunities and risks of emerging technologies.
Course Details
Course Details
What You'll Learn
Topic 1. Getting Started in R
What is R
Install R and RStudio IDE
Explore RStudio Interface
R Script
Comment
Topic 2. Data Types
Numbers
String
Vector
Matrix
Array
Data Frame
List
Factor
Topic 3. R Packages & Datasets
Import R Packages
Import R Data Sets
Import External Data
Export Data
Topic 4. Data Visualization
Scatter Plot
Boxplot
Bar chart
Pie chart
Histogram
Topic 5. R Programming
Control Structures
Loop
Break & Next
Function
Topic 6. Statistics Analysis with R
Descriptive Statistics
Correlation
Linear and Multiple Regression
Hypothesis Testing
Analysis of Variance (ANOVA)
Course Info
Promotion Code
Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.
Minimum Entry Requirement
Knowledge and Skills
- Able to operate using computer functions
- Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)
Attitude
- Positive Learning Attitude
- Enthusiastic Learner
Experience
- Minimum of 1 year of working experience.
Target Age Group: 21-65 years old
Minimum Software/Hardware Requirement
Software:
You can download and install the following software:
Hardware: Windows and Mac Laptops
Job Roles
Job Roles
- Data Analyst
- Market Researcher
- Business Analyst
- Quality Assurance Specialist
- Social Science Researcher
- Graduate Student
- Economic Analyst
- Product Manager
- Human Resources Analyst
- Healthcare Data Specialist
- Educational Researcher
- Sports Statistician
- Financial Analyst
- Behavioral Scientist
- Environmental Data Specialist.
Trainers
Trainers
Review
Customer Reviews (146)
- Will recommend Review by Course Participant/Trainee
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I learnt most when the trainer could address my question and showed me the solution to solving my problem i face at work (Posted on 8/7/2016)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will recommend Review by Course Participant/Trainee
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Ravi was very good in Teaching. will look forward for advanced R training (Posted on 7/11/2016)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will recommend Review by Course Participant/Trainee
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I cannot think of any improvement because it is in the format and flow that suit us (Posted on 7/10/2016)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Will recommend Review by Course Participant/Trainee
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Well the lesson was well conducted however some of the information was assumed that it should be known. However some of my friends do not have programming background. I think only further improvement needed is to translate some / more of the course information to more layman terms for them (Posted on 7/9/2016)1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Thank you for employing such a good lecturer . Review by Course Participant/Trainee
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Dear Alfred,1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
Thank you for employing such a good lecturer .
The flow of the course is so smooth. Within such a short period, able to absorb so many thing.
Even the script was prepared and we do not need to worry that did not have the time to copy. We can always refer back.
The example given was useful.
Apart from that, I attended NUS-ISS Predictive Analytic Course(3 days course) half year ago. It was nowhere near what Mr Ravi taught.
Kindly let me know all the courses that taught by him so that I can attend.
Just get to know that he also taught R Machine Learning. I am very interested but would not be able to join within short period because I signed 4 courses with you this month.
I need show to management that I able to apply the R language in work. Then easier for me to justify for the course after 2 months.
Thank you.
Regards,
Looi (Posted on 7/9/2016)
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