Course Overview
The CompTIA DataAI exam was developed to meet an industry need, and bridge gaps in training and knowledge for data science professionals. The exam objectives include real-world scenarios where learners apply their knowledge, ensuring they are prepared for various challenges they may face in their careers as data scientists. Based on extensive input from experienced data scientists, DataAI validates successful candidates can properly utilize and analyze vast amounts of data, extract meaning and generate actionable insights.
What Is Included
- Expert-Led Instruction – Learn from senior instructors with real-world data science experience
- 90-Day Access to Recordings – Review critical concepts at your convenience
- Guaranteed-to-Run – No canceled sessions—your training stays on track
- Free Retake Option – Retake the course within 12 months (conditions apply)
- Official CompTIA Course Materials – Get structured, vendor-approved resources aligned to the exam objectives
- Practice Exam – Build confidence with sample questions aligned to the official exam objectives
Course Objectives
- Understand and implement data science operations and processes.
- Apply mathematical and statistical methods appropriately and understand the importance of data processing and cleaning, statistical modeling, linear algebra and calculus concepts.
- Apply machine learning models and understand deep learning concepts.
- Utilize appropriate analysis and modeling methods and make justified model recommendations.
- Demonstrate understanding of industry trends and specialized data science applications.
Who Should Attend?
This course is designed for data science professionals who are seeking to validate and expand their skillsets.
Course Prerequisites
What’s included?
- Authorized Courseware
- Intensive Hands on Skills Development with an Experienced Subject Matter Expert
- Hands-on practice on real Servers and extended lab support 1.800.482.3172
- Examination Vouchers & Onsite Certification Testing- (excluding Adobe and PMP Boot Camps)
- Academy Code of Honor: Test Pass Guarantee
- Optional: Package for Hotel Accommodations, Lunch and Transportation
With several convenient training delivery methods offered, The Academy makes getting the training you need easy. Whether you prefer to learn in a classroom or an online live learning virtual environment, training videos hosted online, and private group classes hosted at your site. We offer expert instruction to individuals, government agencies, non-profits, and corporations. Our live classes, on-sites, and online training videos all feature certified instructors who teach a detailed curriculum and share their expertise and insights with trainees. No matter how you prefer to receive the training, you can count on The Academy for an engaging and effective learning experience.
Methods
- Instructor-Led (the best training format we offer)
- Live Online Classroom – Online Instructor-Led
- Self-Paced Video
Speak to an Admissions Representative for complete details
| Start | Finish | Public Price | Public Enroll | Private Price | Private Enroll |
|---|---|---|---|---|---|
| 12/8/2025 | 12/12/2025 | ||||
| 12/29/2025 | 1/2/2026 | ||||
| 1/19/2026 | 1/23/2026 | ||||
| 2/9/2026 | 2/13/2026 | ||||
| 3/2/2026 | 3/6/2026 | ||||
| 3/23/2026 | 3/27/2026 | ||||
| 4/13/2026 | 4/17/2026 | ||||
| 5/4/2026 | 5/8/2026 | ||||
| 5/25/2026 | 5/29/2026 | ||||
| 6/15/2026 | 6/19/2026 | ||||
| 7/6/2026 | 7/10/2026 | ||||
| 7/27/2026 | 7/31/2026 | ||||
| 8/17/2026 | 8/21/2026 | ||||
| 9/7/2026 | 9/11/2026 | ||||
| 9/28/2026 | 10/2/2026 | ||||
| 10/19/2026 | 10/23/2026 | ||||
| 11/9/2026 | 11/13/2026 | ||||
| 11/30/2026 | 12/4/2026 | ||||
| 12/21/2026 | 12/25/2026 | ||||
| 1/11/2027 | 1/15/2027 |
Agenda
Duration
5 Days
- 1.0- Illustrating the Data Science Lifecycle
- 2.0- Analyzing Business Problems
- 3.0- Collecting Data
- 4.0- Cleaning and Preparing Data
- 5.0- Describing Data Features
- 6.0- Exploring Data
- 7.0- Navigating the Model Selection Process
- 8.0- Employing Machine Learning Methods
- 9.0- Experimenting with Deep Learning
- 10.0- Evaluating and Refining Data Models
- 11.0- Communicating for Business Impact
- 12.0- Deploying Data Models
- 13.0- Discovering Specialized Data Science Applications
- A.0- CompTIA DataAI DY0-001 Practice Test
