CompTIA DataX
CompTIA DataX is designed for experienced professionals aiming to validate their expertise in the evolving field of data science. This course equips learners with the knowledge and skills needed to pass the CompTIA DataX certification exam, focusing on expert-level data science tools, concepts, and processes.
Description
Course Objectives
- Understand and apply advanced mathematical and statistical methods for data processing and cleaning.
- Perform data modeling using sophisticated techniques and tools to extract actionable insights.
- Implement and evaluate machine learning models for various data science tasks.
- Apply deep learning concepts to build and enhance predictive models.
- Design and manage data pipelines and workflows for efficient data processing.
- Automate data processes to streamline data science operations in production environments.
- Monitor and maintain machine learning models deployed in real-world scenarios.
- Demonstrate knowledge of industry-specific data science applications and emerging trends in the field.
Prerequisites
- 5+ years of experience in data science, computer science, or a related field
- Strong foundational knowledge in statistics, mathematics, and machine learning.