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)
- Might Recommend Review by Course Participant/Trainee
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Perhaps have more examples to practice on, and also an instructional summary document of what we did with examples i.e. what to use, where to find the appropriate tool1. 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
Dont mind starting earlier so we dont have to rush towards the end. It was only the 3 of us but the time extended only from a few questions. (Posted on 6/24/2019) - Might Recommend Review by Course Participant/Trainee
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Course info states no prerequisites required to attend. I think there should be as the topics covered go beyond basic level for both statistics & knowledge of Excel.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
To increase training time to maybe 1 & half days where half a day could be spent going through the basic & intermediate excel functions before embarking on the various modules later.
(Posted on 2/25/2019) - Might Recommend Review by Course Participant/Trainee
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Certificate was not given (though it was promised) when course was completed. (Posted on 2/10/2019)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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Classroom can be more conducive, in the sense that the doors can be stronger to block out external noises.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
Tutor was good, but would be good to inform participants to have some basic knowledge of statistics, as it might be difficult for them to follow as there are many modules (Posted on 1/29/2019) - Will Recommend Review by Course Participant/Trainee
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. (Posted on 11/26/2018)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
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