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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It might be good to do the data analysis in a project based manner and provide some sample scripts for those commonly used projects.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
If possible, preparing 2 display screens might be helpful when dealing with sample data frame, one screen for sample data, and one screen for training/demonstration purposes (Posted on 2/12/2018) - Will Recommend Review by Course Participant/Trainee
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Nil (Posted on 2/11/2018)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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Choose a room without mildrew (Posted on 2/6/2018)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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Insufficient time, can be a 2-day course. (Posted on 1/30/2018)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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Too much syllabus in a day! Perhaps combine the essentials and advanced course into a 3-day programme instead (Posted on 12/4/2017)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
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