Course Details
Course Details
What You'll Learn
Topic 1 Basic Statistics
Why Statistics Matter
Types of Data
Descriptive Statistics
Probability and Conditional Probability
Probability Distributions
Install Excel Data Analysis ToolPak
Topic 2 Sampling and Hypothesis Testing
Sampling
Central Limit Theorem
Sampling Distribution and Standard Errors of Sample Mean
Confidence Interval
Z and T Statistics
Overview of Hypothesis Testing
Types of Hypothesis Testing
Type 1 and Type 2 Errors
Analysis of Variance (ANOVA)
Topic 3 Regression and Correlation Analysis
Regression Modeling
Residues and Mean Square Error
Covariance and Correlation Analysis
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
- Business Analyst
- Financial Analyst
- Operations Manager
- Marketing Analyst
- HR Metrics Specialist
- Sales Operations Specialist
- Report Developer
- Project Manager
- Management Accountant
- Product Manager
- Supply Chain Analyst
- Performance Metrics Specialist
- Market Researcher
- Business Intelligence Coordinator
Trainers
Trainers
Dr. Alvin Ang is a ACTA certified trainer. Dr. Alvin Ang did his Ph.D., Masters and Bachelors from NTU, Singapore. Previously he was a Principal Consultant (Data Science) as well as an Assistant Professor. He was also 8 years SUSS adjunct lecturer. His focus and interest is in the area of real world data science. Though an operational researcher by study, his passion for practical applications outweigh his academic background. He owns a startup externally.
Liew Sing Loon is a ACTA certified trainer. Liew Sing Loon graduated from the National University of Singapore (NUS) in 1992 with a Second Upper Honors Degree in Electrical Engineering. He started his career as an Electronic Product Design Engineer for four years in a Multinational Company which sell the products worldwide. The job provided him practical knowledge in various aspects of manufacturing operations ranges from Design, Quality, Production and Procurement. He then spent fifteen years in Information Technology Sector as a Key Account Manager in selling IT solutions to Banking, Telecommunications and Government clients. The job provided him the opportunities to propose IT solutions, integrating software, hardware and services, to solve customers’ problems to achieve their strategic business objectives. He joint a German Product Test company to develop its business in providing product Safety, Immunity, Electromagnetic Compatibility (EMC) Certification test. While working in the industry, Liew Sing Loon obtained a Master of Science (MSc) in Technology Management from NUS.
In the last decade, Liew Sing Loon has been Adjunct Lecturer in several Institutes of high learning, transferring his knowledge on Quantitative & Statistical Analysis, Operations, Project & Quality Management to learners ranging from Diploma, full time undergraduates and working adults.Liew Sing Loon has a Certificate of Completion in Education Psychology Course and Teaching & Learning in Higher Education Program conducted by National Institute of Education (NIE).
Review
Customer Reviews (62)
- will recommend Review by Course Participant/Trainee
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. (Posted on 3/28/2023)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 - might recommend Review by Course Participant/Trainee
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Free refreshement (Posted on 9/14/2022)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 - Dr Alvin Ang was very good teaching this course and taught alot of application of the skills Review by Course Participant/Trainee
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Dr Alvin Ang was very good teaching this course and taught alot of application of the skills (Posted on 6/9/2022)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 - Too good Review by Course Participant/Trainee
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Alvin is a great trainer with a wide spectrum of knowledge and experiences to share. He made everything simple and easier to understand. He made learning fun again. We need more trainers like Alvin. Looking forward to attending more training by Alvin. (Posted on 5/4/2022)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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. (Posted on 1/7/2022)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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