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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
is an accomplished IT and data specialist with over 20 years of experience in academia, ICT leadership, and professional training, with a strong focus on data analytics and Excel-based solutions. He has developed and delivered specialized training programs on Statistical Data Analysis with Excel and Visual Basic for Applications (VBA) for Excel, equipping learners with advanced data manipulation, automation, and reporting skills. His expertise extends to automating institutional reporting systems, where he successfully streamlined academic records management through Excel-based tools, integrating macros and automation to improve efficiency and accuracy. As a trainer and consultant, Dr. Siraj has taught Excel to diverse audiences, including university staff, administrative teams, and professionals in banking, security, and education, ensuring they can apply Excel for decision-making, statistical modeling, and process automation. His practical mastery of Excel is complemented by his deep knowledge of office automation and ICT project management, making him a highly sought-after trainer in data analysis and productivity tools. With his blend of hands-on technical expertise and instructional experience, Dr. Siraj stands out as a credible authority in leveraging Excel to drive organizational efficiency and data-driven strategies
Review
Customer Reviews (7)
- Very informative Review by Course Participant/Trainee
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A very practical course. The trainer made a complex topic simple and enjoyable to learn. (Posted on 1/22/2026)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 - Good course materials Review by Course Participant/Trainee
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Great course materials and well-paced lessons. The exercises really helped me understand the topic. (Posted on 1/15/2026)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 - Worth every cent 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 12/3/2025)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 - 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 6/4/2025)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 - Highly recommended Review by Course Participant/Trainee
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The training was very practical and hands-on. I could apply what I learned to my work immediately. (Posted on 2/11/2025)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
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