CompTIA DataAI - eLearning (exam included)
1.950,00 EUR
- 40 hours
Stay ahead in the age of artificial intelligence with the CompTIA DataAI certification course. Designed for experienced data and AI professionals, this comprehensive training equips you with the knowledge and practical skills to build, deploy, manage, and optimize AI-driven data solutions in real-world environments. You'll learn how to work across the complete AI and data lifecycle from data acquisition and preparation to machine learning model development, generative AI, deployment, governance, and ongoing monitoring. The course also explores responsible AI practices, data governance, model security, and ethical considerations to help you deliver trustworthy AI solutions.
Key Features
Language
Understand how to model data, perform ingestion, replicate data, and shard data using the NoSQL database management system MongoDB
Level
Intermediate - Advanced level
Access
1 year access to the platform with 24/7 access
4 hours of videos course
12 video lessons with performance-based questions
CompTIA DataAI Virtual Labs included
40 hours study time recommended
1 official exam voucher
Certification of course completion
Learning Outcomes
By taking this course, you will learn how to:
Data Lifecycle
Understand the end-to-end AI and data lifecycle.
Data
Collect, prepare, and manage data for AI and machine learning projects.
Machine Learning
Develop, train, evaluate, and optimize machine learning models.
Gen AI
Apply generative AI concepts, large language models (LLMs), and AI-assisted workflows.
Deploy
Deploy, monitor, and maintain AI models in production environments.
Governance
Implement AI governance, security, privacy, and ethical AI practices.
Evaluate
Evaluate AI model performance and continuously improve AI solutions.
Insights
Communicate AI insights and recommendations to technical and business stakeholders.
Course timeline
Foundations of Data Science
Lesson 1
- Pre-assessment
- Illustrating the Data Science Lifecycle
- Analyzing Business Problems
Data Collection and Preparation
Lesson 2
- Collecting Data
- Cleaning and Preparing Data
Data Exploration and Analysis
Lesson 3
- Describing Data Features
- Exploring Data
Model Selection and Machine Learning
Lesson 4
- Navigating the Model Selection Process
- Employing Machine Learning Methods
- Experimenting with Deep Learning
Model Evaluation and Deployment
Lesson 5
- Evaluating and Refining Data Models
- Deploying Data Models
Communication and Business Impact
Lesson 6
Specialized Topics and Practice
Lesson 7
- Discovering Specialized Data Science Applications
- CompTIA DataX DY0-001 Practice Test
Who Should Enroll in this Program?
AI Engineers
Machine Learning Engineers
Data Scientists
Data Engineers
AI Solution Architects
MLOps Engineers
Data Analytics Professionals expanding into AI
IT professionals responsible for managing AI-powered solutions
Prerequisites
There are no mandatory prerequisites for the CompTIA DataAI certification.
However, CompTIA recommends candidates have:
- Several years of hands-on experience working with data, analytics, AI, or machine learning.
- A solid understanding of statistics, data analysis, and programming concepts.
- Practical experience with machine learning workflows and AI technologies.
- Familiarity with cloud-based AI services and data engineering concepts is beneficial.
Exam details
- Certification: CompTIA DataAI
- Exam Code: DA0-001
- Exam Format: Multiple-choice and performance-based questions (PBQs)
- Maximum Questions: Up to 90
- Duration: 90 minutes
- Passing Score: Scaled score (set by CompTIA)
- Exam Provider: Pearson VUE
- Language: English
After passing the exam, you'll earn the CompTIA DataAI certification, demonstrating your ability to develop, deploy, secure, govern, and optimize AI-powered data solutions.
CompTIA DataAI certificate expires three years from the date a candidate earned it and it must be renewed before its expiration date, through the CompTIA Continuing Education (CE) Program. In order to renew the certificate, candidates must collect at least 75 Continuing Education Units (CEUs).
Equity Policy
CompTIA currently does not provide test accommodations due to a disability or medical condition of any students. Candidates are encouraged to reach out to AVC for guidance and support throughout the accommodation process.
Frequently Asked Questions
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