Course Details
Course Details
What You'll Learn
This course prepares you for the CompTIA DataAI certification exam, covering all official exam domains and their weightings:
Domain 1 Mathematics and statistics (17%)
- Apply probability, descriptive and inferential statistics to data problems
- Perform hypothesis testing, experimental design and significance analysis
- Use linear algebra and calculus concepts that underpin data science and machine learning
Domain 2 Modeling, analysis, and outcomes (24%)
- Perform exploratory data analysis, data cleaning, and feature engineering and selection
- Build, tune and validate models, and interpret and communicate outcomes to stakeholders
- Evaluate model performance and select appropriate metrics for the business problem
Domain 3 Machine learning (24%)
- Implement supervised, unsupervised and ensemble machine learning techniques
- Apply deep learning and neural network concepts
- Address overfitting, bias, regularization and model generalization
Domain 4 Operations and processes (22%)
- Apply the data science lifecycle and MLOps practices for deployment and monitoring
- Manage data pipelines, versioning, reproducibility and model retraining
- Address governance, security, ethics and responsible AI in data science operations
Domain 5 Specialized applications of data science (13%)
- Apply natural language processing and text analytics
- Apply computer vision and image analysis techniques
- Apply data science to specialized and industry-specific use cases
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:
TBD
Hardware: Window or Mac Laptops
Job Roles
Job Roles
- IT Support Engineer
- Endpoint Security Administrator
- IT Operations Analyst
- Infrastructure Engineer
- Systems Engineer
- Desktop Support Technician
- Network Engineer
- IT Service Manager
- IT Project Coordinator
- Helpdesk Manager
- IT Operations Manager
- IT Business Analyst
- Technical Support Specialist
- IT Change Manager
- IT Compliance Analyst
Trainers
Trainers
Saeid is co-founder of Skymics Sdn Bhd. He has 8 years of experience in the field of IoT (Internet of Things) and Information Technology. He is a certified IBM IoT Practitioner and instructor, and a Certified Citizen Data Scientist Train-The-Trainer. He has been co-inventor of 3 inventions during the last 4 years.
Review
Customer Reviews (7)
- Excellent course Review by Course Participant/Trainee
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The trainer is an expert in the subject and shared many practical insights from real projects. (Posted on 24/09/2025)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 - Knowledgeable trainer Review by Course Participant/Trainee
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Very engaging session. The trainer patiently answered all our questions and gave useful tips. (Posted on 26/03/2024)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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