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
Boston MA
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
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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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Sarochin Tollette, BSEE, Certified ScrumMaster 5
Feb 12th, 25
Program Manager | Senior Technical Project Manager | Software Engineering Manager | Collaborator | Problem Solver
I'm glad I discovered SprintZeal on my journey to getting the PMP Certification and Lean Six Sigma Green Belt Certification. Their PMP Certification Exam Prep course and resources (videos, practice exams) are very effective and helpful. The teachers and support staff are top-of-the-line. When I have questions, I get almost instantaneous replies from the support focal (even during the holidays). The Lean Six Sigma Green Belt Certification on-line course is easy to comprehend. The on-line course gives me flexibility as I can take it anytime, on my own schedule. I look forward to taking the exams and getting my certification!
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Archana Kalwani 5
May 23rd, 25
Business Analyst at Allianz Partners
I have completed my six sigma green belt training. The admin staff, support team and the trainer were very helpful and flexible. The trainer was very good and helped understand the concepts well. Thank you for all the support.
Sheila Hanlon Ravindran 5
Jul 17th, 25
Global Technology Executive in Information Technology (IT) and Financial Services
Course name: ITIL® 4 Foundation
The trainer addressed each and every doubt/concerns raised by the group. He also ensured the entire course material is covered during the session. displayed solid communication skill and subject expertness. Thank you very much.
Puja Sajja 5
Jan 14th, 25
Sr Manager - Enterprise Data and Machine Learning Engineer
Toshal was very experienced, patient and energetic trainer. I'd recommend him to every one who wants to get comfortable to get hands on with AWS services!
Thank you Sprintzeal for a very helpful training!
Christi Sifri 4
Jun 14th, 25
CHIEF NURSE EXECUTIVE | GLOBAL CLINICAL PROGRAM DIR ORG & STAFF LEADERSHIP | CLINICAL RESEARCH| REGULATORY COMPLIANCE
Dani is a very knowledgeable project manager, with real-life experiences and stories. He was able to take the slides provided by Sprintzeal and know if they were from PMBOK 5 or PMBOK 6, what was enhanced, what was deleted, and apply an example that made sense to the topic. Dani's biggest challenge was the GoToMeeting process and landing back on the slide deck after providing additional information to teach a particular point. It is challenging to teach people on different coasts, but he was able to and respect the time difference.
Review of Sprintzeal: Alex reached out to me and walked me through the entire registration process, answering all of my questions and there were many. I was supposed to have a live class, but because I ended up being the only person that did not cancel they transferred me into an on-line class and have offered an additional class to make up for that. I received my PMBOX 6 book ahead of class and found everything very straight forward. I hope that the three mock tests and assistance in completing my application are as clear and efficient as the rest of this has been.
I have 4 stars for the slide reading and technical challenges to date.
Thank you - Christi
Ravi Kumar 5
Mar 13th, 25
Change Implementation Analyst
The firm is very welcoming and the exam for the ITIL v4 itself went really well. the provide excellent learning materials and real-time examples in the videos to understand the concepts.
Anetra Doherty 5
Feb 17th, 25
SFL Career Counselor at Inverness Technologies
Kevin Davis Phenomenal instructor that provided actual conceptual scenarios that focused on the overall PMP concept that I could relate to in the corporate culture. He was very patient and determined to ensure we stayed on track w/ the focus of understanding the fundamentals of PMP.
Chris Engel 5
Mar 12th, 25
Director of Client Delivery
Sprintzeal and Oscar "Dani" Chaparro were great! My training and experience with Sprintzeal and my trainer Dani, for my PMP certification, was excellent. I am preparing and getting ready to take the PMP certification exam and feel this certification preparation training has been instrumental and critical to passing the exam. Thank you Sprintzeal and Dani! Source - Trustpilot
Karen Mummaw 5
Jul 30th, 25
Chief Operating Officer at The Prospective Group
It was an excellent Bootcamp that provided a solid foundation/framework for PMP. I was hesitant to take a virtual course, but the limited size of the class and the excellent instruction made me a believer in virtual classes.
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.
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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