Dwight Nuwan Fonseka is Head of Data Science at Plano Pte. Ltd. and an ACLP-certified trainer with deep expertise in data analytics, machine learning, and AI applications. He has extensive hands-on experience developing predictive models, RShiny dashboards, and deep learning solutions using R, Python, TensorFlow, and Keras. With a strong professional background in healthcare, finance, and customer analytics, Dwight brings an applied perspective to teaching AI, focusing on both the opportunities and risks of emerging technologies.
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