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
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Mode Of Training
Columbus IN
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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
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Participant Reviews
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James Johnson 5
Feb 19th, 25
Fleet mechanic and supervisor at U.S. Army
PMP Bootcamp Learned so much during the 4-day training PMP Bootcamp. Had an amazing instructor (Gabbi), who shared the first-hand experience of what we could expect working as a certified PMP.
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.
Cale Hansen 5
Jun 3rd, 25
Transitioning Officer at US Army; Project Management; Military Aviation
Carmen did a fantastic job instructing our Class. From providing in depth analysis on course material to drawing from outside sources and personal experiences to fully flesh out the subject matter she placed a high level of importance on our understanding. Hoping all her hard work pays off on our success on the exam. I would unconditionally recommend her as an instructor and project manager!
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Indigo Yarkindell 5
Aug 13th, 25
IT Engineer
Sprintzeal provides broad in depth security+ training that will enhance your computer security awareness. Their class, training materials, and labs provide all the study materials for the test certification and the have answered all of our questions and input.
Edward Lee 5
Jul 31st, 25
Operational Specialist
Lean Six Sigma Black Belt
Informative and practical approach of training session. Emphasizing more on the relevant tools that can be use depending on the project that you are working on.
Satish Chandran 5
Jun 28th, 25
Senior Manager
I have completed ITIL V4 training from Sprintzeal.
The trainer holds very good knowledge and answered all questions with good examples.
Benjamin Choo 5
Mar 15th, 25
Senior IT Project Manager
It was a great experience learning CompTIA A+ with the trainer. Thank you for all the effort you put while teaching us
Marc Yost 5
Jan 13th, 25
Account Executive at Kymera
This class was extremely helpful. Our instructor Estephania did a great job of explaining the material and answering questions we had.
Robert Porto 5
Jul 9th, 25
Software Engineer
I have had a great experience with my AWS training with Sprintzeal. Originally the trainer I had my first training batch with, was a bit difficult for me to understand. She was honestly very knowledgeable but I couldn't grasp the concepts with her style. I reached out to Jason Caldwell/Leonard Paul about my early learning experience. I was incredibly pleased that I was moved to another trainers training batch. My new trainer (Paul Oyola) was easy for me to understand at a pace that was better fit for me. Paul was not only friendly from day 1 but remained that way throughout all of the classes. He was incredibly patient, knowledgeable, and efficient. If Paul didn't have an answer to a question one of the students asked, Paul would search for an answer and provide us with more information. I haven't taken the AWS exam yet, but I am confident I will pass and look forward to letting Paul know. I am so happy that I chose Sprintzeal for my AWS training. I am also pleased with the patience and customer service I received from the time Leonard Paul reached out to me to the time Jason Caldwell and Alex Wood assisted me as needed. Great experience all the way around!
Victor Cobile 5
Feb 20th, 25
Management and Program Analyst at Logistics Readiness Center
Mr. Biswa has been a very thorough instructor providing a very comprehensive training on Program Management. It has been a pleasure learning from him and look forward to taking more courses under Sprintzeal for related topics on Program Management. I will take what I have learned from him and Sprintzeal to my workplace and maybe apply some of the lessons in the area of Procurement Management. I feel also that I am maybe 60% percent ready to take the exam but will be close to 100% by the time I read more course materials and study for it. Thank you for the learning experience and look forward to learning some more.
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.
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