Overview
The CompTIA DataX certification is designed for professionals with over five years of experience in data science, computer science, or similar fields.
This two-day instructor-led course supports learners in preparing for the DataX certification exam. Delivered through the CompTIA CertMaster Perform platform, the course combines theoretical concepts with practical activities to build a comprehensive understanding of critical data science tools and techniques.
Key topics covered include:
- Mathematics and statistics: Learn to apply mathematical and statistical methods effectively, including data processing, cleaning, statistical modelling, linear algebra, and calculus concepts.
- Modelling, analysis, and outcomes: Use appropriate analysis methods, apply modelling techniques, and make justified recommendations.
- Operations and processes: Understand and implement essential data science operations and processes.
- Specialised applications of data science: Explore industry trends and the application of specialised data science practices.
- Machine learning: Gain insights into machine learning models, including deep learning concepts.
Prerequisites
Important Note: Training is delivered through the CompTIA CertMaster Perform platform. Learners must complete an initial assessment, 2-4 weeks prior to the course start date.
- A minimum of five years’ experience in data science, computer science, or a related role.
- Interest in advancing data science skills within your organisation or becoming a data scientist.
Delegates will learn how to
- Understand and implement data science operations and processes.
- Apply mathematical and statistical methods, focusing on data processing, cleaning, statistical modelling, linear algebra, and calculus concepts.
- Use machine learning models and understand the fundamentals of deep learning.
- Utilise modelling and analysis methods effectively, making justified model recommendations.
- Demonstrate an understanding of industry trends and specialised data science applications.
Outline
Mathematics and statistics:
- Fundamentals of data processing and cleaning
- Key statistical modelling techniques
- Introduction to linear algebra and calculus in data science
Modelling and analysis:
- Methods for data analysis
- Modelling techniques and decision-making
Operations and processes:
- Core operations in data science projects
- Process implementation strategies
Specialised applications:
- Industry trends and their implications
- Emerging specialised applications in data science
Machine learning:
- Overview of machine learning models
- Introduction to deep learning concepts
Exam information
- The DataX Certification Exam (DY0-001) includes:
- Format: Mixed questions (multiple-choice and performance-based)
- Duration: 165 minutes
- Language: English
- Pass/Fail score (not scaled)
- Recommended experience: Five+ years in data science or a related role
Frequently asked questions
How can I create an account on myQA.com?
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Find more answers to frequently asked questions in our FAQs: Bookings & Cancellations page.
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When will I receive my certificate?
Certificates of Achievement are issued at the end the course, either as a hard copy or via email. Read more here.