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Course Details
Topic 1 Overview of Machine Learning Methodology
- Introduction to Machine Learning
- Machine Learning vs Deep Learning
- Supervised vs Unsupervised Learning
- Machine Learning Implementation Steps
- Target and Features
- Model Training and Prediction
- Metrics to Evaluate Machine Learning Models
Topic 2 Supervised Learning Models and Applications
- The Linear Regression Model
- Logistics Regression Model
- Naïve Bayes Model
- Decision Tree Model
- Random Forest Model
- XGBoost Model
- Neural Network Model
Topic 3 Unsupervised Learning Models and Applications
- K-Means Clustering Model
- Hierarchical Clustering Model
- Principal Component 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: 18-65 years old
Minimum Software/Hardware Requirement
Software:
Hardware: Window or Mac Laptops
Job Roles
- Traders
- Algorithmic Traders
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.
Dr. Alfred Ang: Dr. Alfred Ang is the founder of Tertiary Courses. He is a serial entrepreneur. He founded OSWeb2Design Singapore Pte Ltd in 2007 offering web development, e-commerce store development, graphics design, ebook publishing, mobile apps development, and digital marketing services. He established the first online gardening store in Singapore, Eco City Hydroponics Pte Ltd in 2000, offering a wide range of gardening products such as seeds, plant nutrients, hydroponics kits etc. Eco City Hydroponics has become the most popular and successful gardening store in Singapore. He founded Tertiary Infotech Pte Ltd in 2012 and transformed the business to a training platform, Tertiary Courses in 2014. Tertiary Courses offers a wide range of SkillsFuture courses for PMETs to upgrade their skills and knowledge. He also established Tertiary Courses Malaysia in 2016. He also founded Tertiary Robotics in 2015 offering Arduino, Raspberry Pi, Microbit and Robotics products
Customer Reviews (2)
- Working with Alvin has been an invaluable experience. Review by Course Participant/Trainee
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Working with Alvin has been an invaluable experience. Their dedication, expertise, and passion for their craft are truly inspiring. Alvin goes above and beyond to ensure that each session is not only informative but also engaging and enjoyable. Their ability to tailor training programs to meet individual needs and learning styles is commendable.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
What sets Alvin apart is their genuine commitment to the success and development of their trainees. They foster an environment of collaboration and growth, encouraging questions and discussions, which enhances the learning experience for everyone involved.
Moreover, Alvin possesses exceptional communication skills, making complex topics easy to understand and apply. Their patience, encouragement, and constructive feedback empower trainees to reach their full potential.
I am grateful for the opportunity to learn from Alvin, and I wholeheartedly recommend them to anyone seeking a knowledgeable, supportive, and motivating trainer. (Posted on 3/17/2024) - The Machine Learning AI for Trading training led by Alvin Ang was an absolute game-changer! Review by Course Participant/Trainee
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The Machine Learning AI for Trading training led by Alvin Ang was an absolute game-changer! With a knack for simplifying complex concepts. His enthusiasm and expertise shone through as they guided us through the basics with patience and clarity. I especially appreciated how he went the extra mile, providing helpful resources and support even after the sessions. If you're looking to dive into the world of trading with the power of AI, I can't recommend Alvin Ang enough. (Posted on 3/17/2024)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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