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Course Details
Topic 1 Overview of Predictive Analytics and Orange
- Data Mining Process
- Introduction to Machine Learning
- Supervised vs UnSupervised Learnings
- Overview of Orange
Topic 2: Data Preparation
- Load Data to Orange
- Interactive Visualization
- Filter Data
- Merge and Concat Data
- Preprocess Data
- Feature Statistics
- Save Data
Topic 3: Regression
- What is Regression
- Linear Regression
- Model Evaluation Metrics for Regression
- Regularization
Topic 4: Classification
- What is Classification
- Classification Algorithms
- K-Fold Cross Validation
- Model Evaluation Metrics for Classification
- Confusion Matrix
- ROC Analysis for Binary Classification
Topic 5: Clustering
- What is Clustering
- K-Means Clustering
- Silhouette Analysis
- Hierarchical Clustering
Topic 6: Dimension Reduction
- What is Dimension Reduction
- Principal Component Analysis (PCA)
- Feature Ranking
- t-SNE and MDS
Topic 7: Association Analysis
- What is Association Analysis
- Apriori Algorithm
- Association Analysis with Orange
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 Scientist
- Machine Learning Engineer
- Data Analyst
- Business Intelligence Analyst
- Research Scientist
- Quantitative Researcher
- Bioinformatics Scientist
- Data Mining Specialist
- Customer Insights Analyst
- Marketing Analytics Specialist
- Predictive Analytics Specialist
- Healthcare Data Analyst
- Financial Modeler
- E-commerce Data Specialist
- User Behavior Analyst
Trainers
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.
Man Guo Chang: Man Guo Chang graduated from Nanyang Technological University, School of Electrical and Electronic Engineering, major in Computer Engineering.
He has more than 25 years of working experience in the Semiconductor field, specialized in IC Testing, Inline Electrical Testing, Product & Yield Engineering, Data Analysis, System Engineering, and Software Development. He is also an ACTA certified trainer, currently providing STEM training to adult learners in the area of Computer Vision, Internet of Things, Embedded Electronics, and Python Programming
Customer Reviews (9)
- Excellent course. Worth the money Review by Course Participant/Trainee
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Excellent course. Worth the money (Posted on 9/20/2023)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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.Sufficient for my needs (Posted on 6/6/2020)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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. (Posted on 6/5/2020)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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Sufficient for my needs (Posted on 6/5/2020)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 - Dwight is a good trainer! Review by Course Participant/Trainee
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More examples (Posted on 1/4/2020)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 11/7/2019)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 - Will Recommend Review by Course Participant/Trainee
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. (Posted on 11/6/2019)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 - Will Recommend Review by Course Participant/Trainee
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very happy with the trainer and his commitment. Really appreciate his efforts. (Posted on 7/1/2019)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 - will recommend Review by Course Participant/Trainee
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Nil (Posted on 4/26/2018)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
