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Course Details
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
SSG Training Grant
SSG TG is $15 per pax. Net fee after SSG TG is $309.82. Absentee Payroll is not eligible.
Steps to Apply Skills Future Claim
- The staff will send you an invoice with the fee breakdown.
- Login to the MySkillsFuture portal, select the course you’re enrolling on and enter the course date and schedule.
- Enter the course fee payable by you (including GST) and enter the amount of credit to claim.
- Upload your invoice and click ‘Submit’
Get Additional Course Fee Support Up to $500 under UTAP
The Union Training Assistance Programme (UTAP) is a training benefit provided to NTUC Union Members with an objective of encouraging them to upgrade with skills training. It is provided to minimize the training cost. If you are a NTUC Union Member then you can get 50% funding (capped at $500 per year) under Union Training Assistance Programme (UTAP).
For more information visit NTUC U Portal – Union Training Assistance Program (UTAP)
Steps to Apply UTAP
- Log in to your U Portal account to submit your UTAP application upon completion of the course.
Note
- SSG subsidy is available for Singapore Citizens, Permanent Residents, and Corporates.
- All Singaporeans aged 25 and above can use their SkillsFuture Credit to pay. For more details, visit www.skillsfuture.gov.sg/credit
- An unfunded course fee can be claimed via SkillsFuture Credit or paid in cash.
- UTAP funding for NTUC Union Members is capped at $250 for 39 years and below and at $500 for 40 years and above.
- UTAP support amount will be paid to training provider first and claimed after end of class by learner.
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
Jim Gan Chiu Liang: Jim Gan Chiu Liang is a ACTA certified trainer. Jim Gan Chiu Liang obtained his Master of Technology (M.Tech Knowledge Engineering) from National University of Singapore (NUS) Institute of System Science
He is currently working as adjunct trainer at PACE (Professional Adult Continuing Education) Academy, Singapore Polytechnic. His past experience included being a chief instructor for Kumon Education.
Dr. Alvin Ang: 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: 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).
Customer Reviews (59)
- 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 1/30/2019) - 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 - Will Recommend Review by Course Participant/Trainee
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this course is too advanced for my needs.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
trainer is very knowleageable (Posted on 11/26/2018) - Will Recommend Review by Course Participant/Trainee
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. (Posted on 10/23/2018)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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. (Posted on 10/23/2018)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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need more examples and practice questions (Posted on 8/19/2018)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 - Might Recommend Review by Course Participant/Trainee
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Nil (Posted on 4/25/2018)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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Mr Tan is very knowledgeable and uses different examples to Ensure we understood the training materials provided. Interactive and fun to attend his class. (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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Probably extend an hour or so, else feel very rushed if you're not well familiar with Excel1. 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
But otherwise, the class is small, and the trainer (Mr Tan) can easily explained it on the spot if we have any questions. Very enriched in how Excel can do more functions than the basics I know. (Posted on 2/11/2018) - Might Recommend Review by Course Participant/Trainee
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More hands on examples1. 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
Trainer is knowledgeable however topic taught is not too relevant to my daily work. Perhaps the trainer can shared how these excel skills can be applied to our daily work function. Thank you. (Posted on 1/23/2018) - Might Recommend Review by Course Participant/Trainee
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Practical case studies that allow the use of analytical tools learnt in the course. It will also helps if we were taught how to frame and report the results in writing. (Posted on 1/8/2018)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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Notes can have finished examples so that we can practice at our own time.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
Trainer is patient and has in depth knowledge in subject. Although time was short, he adequately went through the course. He also managed to explain the underlying concepts which I am grateful for. (Posted on 1/7/2018) - Will Recommend Review by Course Participant/Trainee
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hough it was long hours in a day, the pace was just right. =) (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 - Might Recommend Review by Course Participant/Trainee
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Perhaps to differentiate into beginner, intermediate and advanced level.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
Please minimise your admin staff from walking into the room. It is very distracting. (Posted on 11/28/2017) - Will Recommend Review by Course Participant/Trainee
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The case studies used can be from real life. (Posted on 10/2/2017)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 - Might Recommend Review by Course Participant/Trainee
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Explanation at a slightly slower pace (Posted on 7/12/2017)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 - Will Recommend Review by Course Participant/Trainee
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Very well organised and well presented. The trainer has an in-depth knowledge of the subject and is passionate about it. (Posted on 6/28/2017)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 - Might Recommend Review by Course Participant/Trainee
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intensive course - too many information but manageable because of its small class size (Posted on 5/30/2017)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 - Will Recommend Review by Course Participant/Trainee
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Nil (Posted on 8/27/2016)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
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