About Certified Machine Learning Associate (CMLA) AI3020
The CMLA course lays a solid machine learning foundation for beginners. It explains algorithms, selection, and performance checks. Too many AI projects flop from weak fundamentals—this fills the gap with supervised/unsupervised learning and real cases, done practically. Sprintzeal's machine learning associate training preps you to join data teams, tackle ML tasks, and step up to advanced AI role Sprintzeal’s machine learning associate course equips you with the confidence to work with data science teams, contribute to ML projects, and prepare for more advanced roles in AI and machine learning.
Certified Machine Learning Associate (CMLA) AI3020 Key Features
100% Satisfaction Guarantee
Get Benefits
Why earn a machine learning associate certification now?
Mode Of Training
Doha
Corporate Training
- We can customise the training
- Flexible pricing options
- 24x7 learner assistance and support
- We can deliver both In-Person or Live Online
- Pay after the training completion
Download Course Agenda And Company Brochure
Course Agenda
Company Brochure
The machine learning associate training program governed by IABAC provides a structured understanding of how machine learning works in real-world environments. In this course, you won't just learn about how to code an ML model; but rather you'll learn how to build ML models, train, verify, and use them to solve real-world problems.
This course demonstrates the ways to train ML models using data, how algorithms find and learn to detect patterns within that data, and how those patterns can then be used to create predictions that will have an accuracy, reliability rating.
You'll also see many common business and industry applications of ML, as well as the ethical considerations facing ML and the importance of correct ML usage.
Certified Machine Learning Associate Course Description
The Certified Machine Learning Associate course offers a straightforward intro to machine learning—focusing on essentials, terms, and workflows, not heavy code or math. Learners grasp supervised vs. unsupervised methods, key algorithms conceptually, and how to evaluate/improve models. It covers limits, risks, and myths too. This machine learning associate certification balances ML strengths and pitfalls for tech and non-tech pros alike.
Machine Learning Associate Training Course Objectives
This machine learning associate certification targets six core goals:
- Grasp ML Fundamentals
See what machine learning means, how it beats traditional code, and its key uses. - Cover Supervised & Unsupervised Learning
Master classification, regression, clustering, and main approaches. - Understand Data's ML Role
Learn how data quality, features, and scale drive machine learning results. - Evaluate Models Effectively
Measure accuracy, performance, and limits clearly. - Spot Real-World ML Uses
Explore machine learning in finance, healthcare, retail, and tech. - Prep for Advanced AI Paths
Build foundations for deeper data science or ML certs.
After completing the Certified Machine Learning Associate (CMLA) certification, you will be able to:
- Explain machine learning concepts clearly and confidently
- Understand how ML models are trained and evaluated
- Identify suitable machine learning approaches for business problems
- Recognize strengths and limitations of ML systems
- Collaborate effectively on AI and data-driven projects
- Prepare for advanced roles in machine learning and AI
Machine learning knowledge is becoming a core requirement across industries. Professionals with a machine learning associate certification stand out by understanding how intelligent systems function and how they deliver value.
This certification supports roles such as:
- Data Analyst
- Junior Machine Learning Engineer
- Business Intelligence Professional
- AI / ML Project Coordinator
- Software and Technology Professionals
- Students and Career Switchers entering AI fields
This certification enhances collaboration with technical teams rather than replacing them.
Exam Pattern and Structure
- Exam Name: Certified Machine Learning Associate (CMLA)
- Exam Code: AI3020
- Format: Multiple-Choice Assessment
- Duration: 60 minutes
- Exam Mode: Online, Proctored
- Passing Score: As defined by IABAC standards
- Results: Issued within 7–10 working days
Complete Course Syllabus Breakdown
- Part 1: Introduction to Machine Learning
- Part 2: Machine Learning vs Traditional Programming
- Part 3: Supervised Learning Concepts
- Part 4: Unsupervised Learning Concepts
- Part 5: Data Preparation and Feature Basics
- Part 6: Model Evaluation and Performance Metrics
- Part 7: Machine Learning Applications Across Industries
- Part 8: Ethical Considerations and Responsible Machine Learning
Certification Validity and Renewal
The CMLA certification is valid for 3 years. IABAC encourages continuous learning to stay aligned with evolving machine learning practices. Your digital certificate is globally verifiable and easily shareable across professional platforms.
Prerequisites for Enrollment
- No prior machine learning experience required
- Basic understanding of data concepts is helpful
- Suitable for students, professionals, and career switchers
- Ideal for beginners entering AI and ML domains
Request More Information
Participant Reviews
Your career is our goal. We care for your professional empowerment. Don’t take it from us. Find out what our participants say about our service!
.webp)
David Bennett-Pencil 4
Mar 5th, 25
Highly certified Microsoft Engineer with a Masters degree in Engineering
Security Plus training course. Very good experience overall.
Benny Rodriguez 5
May 10th, 25
Senior System Enginner
The session was awesome, interactive, and very educational all over. I enjoed my CompTIA Network+ session with the trainer
Dave Sung 5
Feb 19th, 25
IT Project Manager
Good Work Sprintzeal! The Course helped me gain deep understanding of the CompTIA Security+. The hand-on approach used by the trainer was very helpful. The trainer was very patient and answered all questions satisfactorily. Really glad to have come across this course from Sprintzeal.
Ahmed Shahein 5
Feb 12th, 25
Assistant Superintendent at MAPP, LLC
Enjoyed, great atmosphere although it online. Trainer is an expert in sharing and delivering knowledge. Sprintzeal management is great and very assisting and helping.
Massoud Howayeck 5
Mar 19th, 25
Operations Manager at US Army
The instructor is very knowledgeable, very professional and friendly. we asked a lot of questions, he gave us a lot of tips and advice. Great materials, it covered everything. Thumbs up. Source - Trustpilot
Michela Carletti 4
Aug 7th, 25
Consultant
I was not sure where to book my CompTIA Security+ certification training and I am happy that I went with Sprintzeal.
The trainer was very knowledgeable and the company was very flexible in scheduling the training in dates that were fitting my schedule.
Pamela Sue Raitz-Rocho 5
Jun 5th, 25
System Engineer
I took the certification program CompTIA security+. I really enjoyed the course. The facilitator was very knowledgeable and thoughtful in explaining concepts. I do wish there were more live sessions. I don't think 8 is enough to fully prepare for the CompTia test.
Kevin Henderson 5
Jul 7th, 25
U.S. Army Command Sergeant Major
Overall an excellent training opportunity. Dani is not only well versed in teaching from the PMBOK but more importantly, he has real-world experience which aided my understanding of the presented material. As a newcomer in project management, Dani was able to communicate in a manner in which I could easily understand the subject matter without diminishing the rest of the students learning opportunities. The only area that I asses that needs adjustment is that the slide used to conduct the class are not available for student download. It would be helpful if the course material was made available in order to better prepare for the exam.
Prakash Makapur 5
Jul 18th, 25
Solution Architect | Customer Project Manager
Syed M. Quadri is an outstanding instructor, very passionate about project management. Really goes the extra mile. Thanks, Lenord as well.
Ralph Scheunemann 4
Jul 19th, 25
Sr. Infrastructure Planning Engineer at City of Barrie
The training was direct to the point. The resource material is excellent.
No—it emphasizes machine learning concepts over coding or math.
Students, pros, or aspiring AI folks building ML foundations.
Yes, fully agnostic across machine learning tools and platforms.
Frequently Asked Questions
Structured, real-world lessons from expert instructors.
Yes—flexible and self-paced for pros.
Pass the assessment post-training for your global IABAC CMLA digital certificate.
Corporate Training Solution
Looking for a personalized Corporate Training for a group at your preferred location?
Our Accreditations
USA : +1 315-666-4287
UK : +44 7700 174870
IND : +91 90361 08389
AUS : +61 480 005 455