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Course Details
Topic 1 Introduction to Statistics
- Why Statistics Matter
- Categorical and Quantitative Data
- Descriptive Statistics: Mean and Standard Deviation
- Probability and Conditional Probability
- Bayes Theorem
- Discrete Probability Distributions
- Continuous Probability Distributions
- Software for Statistical Analysis
Topic 2 Sampling
- Sampling Consideration
- Central Limit Theorem
- Sampling Distribution of the Mean
- Standard Errors for Proportion and Mean
- Confidence Interval
- T-Statistics vs Z-Statistics
- T-Score Table and Degree of Freedom
- Calculating Confidence Interval of T-Score
Topic 3 Hypothesis Testing
- Overview of Hypothesis Testing
- Steps for Performing a Hypothesis Testing
- P-Value and Significance Level
- Types of Hypothesis Testings
- One Tailed vs Two Tailed Hypothesis Testing
- Type 1 and Type 2 Errors
Topic 4 Chi-Square Testing
- Overview of Chi-Square Hypothesis Testing
- Chi-Square Statistic and Distribution
- Goodness of Fit Test
Topic 5 ANOVA: Analysis of Variance
- What is Analysis of Variance
- F Statistics and Distribution
- One Way ANOVA
- Two Way ANOVA
Topic 6 Regression
- • What is Regression?
- • Residues and Mean Square Error
Topic 7 Correlation Analysis
- Covariance and Covariance Matrix
- Correlation Coefficient and Correlation Matrix
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
- 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
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.
Dwight Nuwan Fonseka: Dwight Nuwan Fonseka have a degree in Biotechnology (from NUS) ,Advanced diploma in Pharmaceutical management (from MDIS) and Masters in Education (from NTU). He have 8 years experience of teaching biology at O and A levels/ IB level in international schools in Singapore and overseas He is a ACLP certified trainer.
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 (40)
- Thank you very much! Highly recommended! Review by Course Participant/Trainee
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Dr Alvin is a very funny and knowledgeable trainer. He delivered his content in a very clear and simple way with many example to make us easier to understand. He also went beyond the slides and provided us more contents that he think is useful and able to apply in our current work. He always ensure we are following throughout the lesson.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 very much! Highly recommended! (Posted on 11/9/2023) - Dr. Alvin is a nice and knowledgeable trained. Review by Course Participant/Trainee
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Dr. Alvin is a nice and knowledgeable trained. He conducts the class in easier way to make everyone understand about the function of statistic. He will share his experience and relate the application of statistic in our career.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
It is a good place to start to learn basic of statistic. (Posted on 11/9/2023) - will recommend Review by Course Participant/Trainee
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Provide soft copy of the notes. Have excel files of the questions ready so we do not have to type in the information from the questions to save more time solving it instead1. 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
Could you send a copy of the notes to us? (Posted on 9/9/2020) - will recommend Review by Course Participant/Trainee
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. (Posted on 9/9/2020)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 9/6/2020)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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The trainer Suchit was great in providing real life examples. (Posted on 6/14/2020)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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The trainer Suchit was great in providing real life examples. (Posted on 6/14/2020)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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Increase the time spent to explain the fundamentals.The course is meant for newbees to Statistics, thus needs more time spent to explain the fundamentals thoroughly (Posted on 3/17/2020)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 - wil recommend Review by Course Participant/Trainee
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Need one or 2 days more to cover the topics. And trainees have a varying level of statistics competency so it might be helpful if declaration that can be made to supplement staff who are not confident in their foundation for more time to absorb the content with a more lengthy course1. 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
The last portion of the course is very helpful but because of the short timeline, it is the part which is not covered well. (Posted on 3/12/2020) - wil recommend Review by Course Participant/Trainee
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Better food and aircon ventilation. (Posted on 3/12/2020)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 - wil recommend Review by Course Participant/Trainee
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. (Posted on 3/12/2020)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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Relate the examples to data in work (Posted on 2/21/2020)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 - Interesting course Review by Course Participant/Trainee
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More exercises and duration of the course1. 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
(Posted on 2/19/2020) - might recommend Review by Course Participant/Trainee
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Better refreshments. Provide computers. (Posted on 2/18/2020)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 2/18/2020)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 2/18/2020)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 2/18/2020)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 2/18/2020)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 2/18/2020)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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The venue was slightly cramped which was uncomfortable for Long hours of sitting1. 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
Would also appreciate the course to commence at 9am-5.30pm to give more time. Some
Parts of the course was rushed. Instructor (Marcel) was excellent in facilitating the course which was a challenging subject to most attendees but he managed to explain it clearly and took the effort to describe in layman terms. (Posted on 2/18/2020)
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