Call +65 6100 0613 Email:

Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

Basic Statistics for Engineers

This one day course enable participant to build foundation in basic concept of engineering statistics. By the end of the course, the participant shall have a better understanding and application of various statistical concept and method. The participant should be able to analyse, interpret and apply statistic in the work place

Course Highlights

  • Build foundation in basic concept of engineering statistics, providing solid groundwork to further quality knowledge study on Quality Improvement, Statistical Process Control, Design of Experiment, Measurement System Analysis and Six Sigma Program,
  • Have a better understanding and application of various statistics concept and methods such as normal distribution, quick detection of outliers, q-q plots, degree of freedom
  • Able to analyse, interpret and apply the statistics , transformation, testing of population and sample means, confidence level and hypothesis testing. Introduction to ANOVA and etc.
  • Use of statistical software to enhance application, analysis and interpretation


All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

Click the links below to apply. Note that you need to register the course first.

For Singaporeans: SkillsFuture Credit

For Company: WSG Absentee Payroll

Course Code: CRS-N-0049849

Course Booking

$298.00 (GST-exclusive)

Course Date

Course Time

* Required Fields

Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.

Course Details

Topic 1. Introduction to Statistics

  • What is Statistics?
  • Descriptive and Inferential Statistics (Graphing and Distribution)
  • Type of Data (Continuous and Discrete)
  • Role of Statistics

Topic 2. Descriptive Statistics

  • Graphing Qualitative/Quantitative Variables
  • Stem and Leaf, Histogram, Dot Plot, Bar Charts, Quantile-Quantile (q-q) plits, Contour plot
  • Measure of Central Tendency, Variation, Relative Standing
  • Methods for Detecting Outliers (Fast and Simple)

Topic 3. Estimation and Confidence Intervals

  • Introduction to Estimation
  • Degrees of Freedom
  • Characteristics of Estimators
  • Confidence Intervals
  • Estimate Population Mean
  • Estimate Population Variance

Topic 4. Tests of Hypotheses

  • What is Significance Testing?
  • Relation between Hypotheses and Confidence Intervals
  • Type I and II Errors
  • One- and Two-Tailed Tests
  • Hypothesis Testing
  • Testing Population Mean
  • Testing Two Population Means
  • Testing Two Population Proportion
  • Testing Population Variance

Topic 5. Transformation

  • Why Transformations?
  • Normality Test
  • Log Transformations
  • Tukey Ladder of Powers
  • Box-Cox Transformations
  • Other Transformations

Topic 5. Analysis of Variance

  • Introduction to Analysis of Variance
  • Single Factor Analysis
  • Single Factor ANOVA
  • Two Factor ANOVA

Course Admin


Who Should Attend

Quality Engineers, Process Engineers, Manufacturing Engineers

This course is designed for all technicians, assistant engineers and engineers in a production, engineering and quality environment in the biomedical, semiconductor, automotive and aerospace industry who need to be equipped with a thorough understanding of statistics.

This course is also suitable for any personnel who wanted to gain deep understanding in the basic statistics and a precursor for statistical process control, measurement system analysis and other statistical applications.

The course is also useful for engineering and quality personnel who wanted to refresh statistical concept and statistical applications to do quality improvement in the production process and process capability improvement.


Mr. Chee Wing Onn, Eddy has over 30 years of working experience in the field of quality assurance and reliability in the semiconductor fabrication, semiconductor equipment manufacturing and consumer electronic manufacturing sectors which include being in a Managerial position, ISO Management Representative and Lead Auditor in ISO9001, ISO14001 and TS16949 in the company. Prior to being a Management System Consultant, he has worked for various MNC companies. He has conducted numerous second party audits in his many years in the industry.

Mr. Chee is a Certified Practising Management Consultant by SBACC and currently the Managing Consultant of Excellence Consulting & Q-Training Services Pte Ltd which provides professional consultancy and training services in management systems,

He is qualified and experienced consultant specializing in quality, environmental and safety management system consultancy and training. He has assisted many organizations from equipment manufacturing, precision machining, construction, architectural, healthcare, trading, logistic, financial, M&E, and other service sectors in ISO 9001 Quality Management System, ISO 14001 Environmental Management System, AS9100D Aerospace Quality Management System, ISO 13485 Medical Device. Quality Management System, IATF 16949 Quality Management System, ISO 45001 Occupational Health & Safety Management System and ISO 22301:2012 Business Continuity Management System.

He has sound knowledge and application of quality improvement techniques including conducted inhouse training for companies on Basic Statistics for Engineers, APQP, PPAP, Control Plan, FMEA, MSA, SPC, DOE, 8D problem solving, 5S, Design of Experiments, QC 7 Tools, PDCA, as well as awareness and internal auditor training for the management systems.

FMEA TrainerHo Kum Chuen is an accomplished six sigma MBB with more than 15 years experience in process improvement with a multinational company. During these years he had trained hundreds of black belts and green belts in lean and six sigma methodology. His experience also include the training and consultation of the IATF16949 core tools ( APQP, FMEA, MSA, SPC and PPAP) to meet the required certification.

A Chartered Engineer registered in UK , Kum Chuen had also held various engineering managerial positions in the electronic manufacturing industries

FMEA TrainerTan Kian Meng is currently a part time statistics lecturer in polytechnics. He has more than 15 years of Quality Engineering and Quality Management experience with a global electronic manufacturing MNC, where there were opportunities to practice statistical and quality improvement methodologies. His area of specialty include SPC, SQC, Process Capability Improvement, DoE, FMEA, 6-Sigma, GD&T, GRR and Quality Systems.

He is graduated from NUS with a B.Sc. in Mechanical Engineering and M.Sc. in Industrial & System Engineering. He was also a Certified Quality Engineer with ASQ.

FEMAl TrainerKhoo Yong graduated from NTU with a bachelor degree in Mechanical and Production Engineering. Currently, working as a principal engineer in one of the top 3 Semiconductor Manufacturing Pure-Play Foundry in the world, he is a statistician support Operations and Engineering, driving the Statistical Process Control Program in the Fab. He specializes in Statistics , basic Excel and advance Excel, including excel macro coding. He regularly conduct Statistical Process Control Courses in the company. He is a certified ACTA Trainer ( Advance Certificate in Training and Accessing) as well as a certified Black Belt.

Write Your Own Review

You're reviewing: Basic Statistics for Engineers

How do you rate this product? *

  1 star 2 stars 3 stars 4 stars 5 stars
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
  • Reload captcha


Use spaces to separate Subjects. Use single quotes (') for phrases.

You May Be Interested In These Courses

R Statistics Essential Training

R Statistics Essential Training

59 Review(s)
$298.00 (GST-exclusive)
Agile Project Management Training

Agile Project Management Training

15 Review(s)
$248.00 (GST-exclusive)
Microsoft Project Training

Microsoft Project Training

5 Review(s)
$228.00 (GST-exclusive)
Statistics Fundamental Training

Statistics Fundamental Training

10 Review(s)
$498.00 (GST-exclusive)
Project Management For Small & Medium Enterprise Training

Project Management For Small & Medium Enterprise Training

$248.00 (GST-exclusive)
Failure Mode and Effects Analysis (FMEA) Training

Failure Mode and Effects Analysis (FMEA) Training

$298.00 (GST-exclusive)
Design and Process Failure Mode Effect Analysis (DPFMEA) Course

Design and Process Failure Mode Effect Analysis (DPFMEA) Course

$498.00 (GST-exclusive)