CompTIA DataX
Build professional-level data science skills across mathematics and statistics, modeling, machine learning, data operations, and specialized applications of data science.
CompTIA DataX Certification
CompTIA DataX is designed for professionals aiming to develop and validate advanced data science knowledge. The certification covers mathematical and statistical concepts, data modeling, analysis, machine learning, operations, and specialized data science applications.
The program focuses on applying data science concepts to real-world scenarios, including exploratory data analysis, model development, experimentation, machine learning, data wrangling, and communicating analytical outcomes.
CompTIA DataX provides a tool-agnostic approach to data science, helping professionals develop transferable knowledge across different technologies and environments.
Build Advanced Data Science Skills
Mathematics & Statistics
Develop knowledge of statistics, probability, modeling, linear algebra, calculus, and temporal models used in data science.
Data Modeling & Analysis
Apply exploratory data analysis, data enrichment, augmentation, experimentation, and model design techniques.
Machine Learning
Develop knowledge of supervised, tree-based, unsupervised, and deep learning concepts.
Data Operations
Understand data acquisition, ingestion, storage, data wrangling, lifecycle practices, and deployment environments.
DevOps & MLOps
Understand the role of DevOps and MLOps principles throughout the modern data science lifecycle.
Specialized Applications
Explore optimization, natural language processing, computer vision, and other specialized applications of data science.
Develop Professional Data Science Capabilities
The CompTIA DataX program covers the complete data science lifecycle, from obtaining and preparing data through analysis, modeling, machine learning, deployment, and communication of results.
Learners develop knowledge of exploratory data analysis, statistical methods, model design, supervised and unsupervised machine learning, deep learning, data wrangling, and data science operations.
The program also introduces specialized areas including natural language processing, computer vision, and optimization techniques.
CompTIA DataX Learning Path
Mathematics and Statistics
Apply appropriate statistical methods and concepts, understand probability and synthetic modeling, and explain linear algebra, calculus, and temporal models.
Modeling, Analysis, and Outcomes
Apply exploratory data analysis, analyze data issues, perform enrichment and augmentation, design models, evaluate experiments, and communicate results.
Machine Learning
Apply foundational machine-learning concepts including statistical supervised learning, tree-based learning, deep learning, and unsupervised learning.
Operations and Processes
Understand data science across business functions, data acquisition, ingestion, storage, data wrangling, lifecycle practices, DevOps, MLOps, and deployment.
Specialized Applications of Data Science
Explore optimization concepts together with natural language processing, computer vision, and other specialized applications of data science.
Skills You Can Develop
Career Opportunities
CompTIA DataX Exam Details
Choose Your Training Format
Choose the learning format that best fits your schedule, learning preferences, and professional requirements.
On-Demand
Learn at your own pace with flexible online training designed for independent learning.
Explore On-Demand →Virtual Live
Join instructor-led virtual training with live interaction and guidance from experienced instructors.
Register for Virtual Live →Classroom / Onsite
Participate in instructor-led classroom or onsite training for an interactive learning experience.
Register for Classroom / Onsite →Group Training
Arrange dedicated training solutions for your organization, institution, or professional team.
Register for Group Training →Looking for Group or Customized Training?
Organizations, colleges, universities, and professional groups can request customized training programs based on their learning requirements, preferred schedule, delivery method, and participant level. Our team can help you plan a training program that fits your organization's specific objectives.
Choose from flexible instructor-led training options, including virtual sessions, classroom programs, on-site training, and one-to-one mentoring. Training dates, duration, session timing, and delivery format can be discussed based on your requirements.
Register for Group Training →Training Designed Around Your Requirements
Tell us your preferred training format, participant requirements, schedule, and learning objectives. Our team will work with you to arrange a suitable training solution.