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AWS Certified Machine Learning Engineer - Associate (MLA-C02) Live Training

Learn MLA-C02 one-to-one with Divyanshu Mehta, a Microsoft Certified Trainer who has taught 1 lakh+ learners. Choose 1, 3, 8, or 15 hours of live, personalised mentorship built around your exam date and experience.

  • ✓ Microsoft Certified Trainer (MCT)
  • ✓ 1 lakh+ learners taught
  • ✓ 4.5+ learner rating
  • ✓ Plans from ₹999

What the MLA-C02 training covers

The syllabus follows the MLA-C02 exam domains, with the most time spent on the heaviest-weighted areas and your weakest topics.

Modeling36% of exam
Data Preparation for ML28% of exam
ML model development26% of exam
Data Engineering24% of exam
ML Solution Monitoring, Maintenance, and Security24% of exam
ML Implementation & Operations22% of exam
Deployment and Orchestration of ML Workflows22% of exam
Exploratory Data Analysis18% of exam
data preparation
deployment and orchestration
monitoring, maintenance, and security
generative AI, agentic AI, and LLMOps
responsible AI

Domain weights come from the published exam outline used in PrepKloud projects. We recheck the latest official AWS objectives with you in the first session.

Choose your MLA-C02 training plan

All plans are live and one-to-one. Message on WhatsApp to confirm the syllabus and schedule before you pay.

Basic

₹999

1 hour · live 1:1

1-hour 1:1 mentorship session

  • 1 hour of live 1:1 mentorship
  • Skills diagnostic and personalised study plan
  • Deep dive into your weakest topic
  • Exam strategy and resource shortlist
  • Guided hands-on labs
  • Certificate of completion
Book Basic on WhatsApp

Standard

₹2,499

3 hours · live 1:1

3 hours of guided 1:1 training

  • 3 hours of live 1:1 mentorship
  • Everything in Basic
  • Focused coverage of your top-priority domains
  • One guided hands-on lab
  • Practice-question review and exam technique
  • Certificate of completion
Book Standard on WhatsApp

Enterprise

₹14,999

15 hours · live 1:1

Complete 15-hour training + job support

  • 15 hours of complete 1:1 training
  • Everything in Premium
  • Advanced real-world scenarios and troubleshooting
  • Job support: resume, interview, and on-the-job guidance
  • Custom syllabus for your role, project, or team
  • PrepKloud certificate of completion
Book Enterprise on WhatsApp

Prices are in Indian Rupees for the complete plan. Exam fees are not included. The certificate of completion is issued by PrepKloud and is not an official AWS credential.

Premium: 8-hour outline

  1. Hour 1Diagnostic, goals, exam timeline, and personalised study plan
  2. Hour 2Deep dive: Modeling
  3. Hour 3Deep dive: Data Preparation for ML
  4. Hour 4Deep dive: ML model development
  5. Hour 5Deep dive: Data Engineering
  6. Hour 6Guided lab: Point-in-Time Fraud Risk Platform
  7. Hour 7Guided lab: Governed Bedrock Claims Research Agent
  8. Hour 8Mock-exam walkthrough and readiness review

Enterprise: 15-hour outline

  1. Hour 1Diagnostic, goals, exam timeline, and personalised study plan
  2. Hour 2Deep dive: Modeling
  3. Hour 3Deep dive: Data Preparation for ML
  4. Hour 4Deep dive: ML model development
  5. Hour 5Deep dive: Data Engineering
  6. Hour 6Deep dive: ML Solution Monitoring, Maintenance, and Security
  7. Hour 7Deep dive: ML Implementation & Operations
  8. Hour 8Deep dive: Deployment and Orchestration of ML Workflows
  9. Hour 9Guided lab: Point-in-Time Fraud Risk Platform
  10. Hour 10Guided lab: Governed Bedrock Claims Research Agent
  11. Hour 11Guided lab: AWS Certified Machine Learning Engineer Associate MLA C01 Core Implementation Lab
  12. Hour 12Advanced scenarios and troubleshooting drills
  13. Hour 13Mock-exam walkthrough and readiness review
  14. Hour 14Job support: resume and interview preparation
  15. Hour 15Custom topics for your role or team

Outlines are a starting point. The trainer adjusts the order and depth after the diagnostic session.

Hands-on labs you can build with the trainer

  • Point-in-Time Fraud Risk PlatformBuild a leakage-resistant tabular ML pipeline with feature reuse, gated training, canary deployment, delayed-label monitoring, rollback, security, and cost controls.Advanced · 18-24 hours
  • Governed Bedrock Claims Research AgentCreate an evidence-grounded, read-only agent with retrieval evaluation, prompt-injection defenses, exact human approval, LLMOps release gates, observability, and rollback.Advanced · 20-28 hours
  • AWS Certified Machine Learning Engineer Associate MLA C01 Core Implementation LabBuild a safe, evidence-based lab aligned to AWS Certified Machine Learning Engineer - Associate (MLA-C01, retiring) objectives using synthetic data and disposable environments.Beginner to Intermediate · 8-12 hours
  • AWS Certified Machine Learning Engineer Associate MLA C01 Operations and Troubleshooting LabOperate a safe, evidence-based lab aligned to AWS Certified Machine Learning Engineer - Associate (MLA-C01, retiring) objectives using synthetic data and disposable environments.Intermediate · 10-14 hours
  • AWS Certified Machine Learning Engineer Associate MLA C01 Portfolio Capstone LabDocument a safe, evidence-based lab aligned to AWS Certified Machine Learning Engineer - Associate (MLA-C01, retiring) objectives using synthetic data and disposable environments.Intermediate to Advanced · 12-16 hours
  • Real-Time Fraud Detection with SageMakerBuild a production ML pipeline for transaction fraud detection using SageMaker Studio, XGBoost, HPO, real-time endpoints, and Model MonitorAdvanced · 7-9 hours

See the full MLA-C02 project guides →

Who this training is for

Working professionals and students preparing for MLA-C02 who want structured, hands-on guidance instead of studying alone, and anyone who has attempted the exam before and wants a focused plan.

Helpful before you start

  • An isolated AWS account or sandbox with permission to create and delete the listed resources
  • Python, pandas, scikit-learn, container, IAM, networking, and basic infrastructure-as-code skills
  • AWS CLI credentials obtained through a temporary role or supported federation, not long-lived keys in source
  • A small synthetic data generator with documented distributions, delayed labels, and relevant test groups
  • A written threat model, metric definitions, cost ceiling, resource tags, and deletion owner

How it works

  1. Message on WhatsAppShare your goal, experience, and preferred plan.
  2. Agree on the planConfirm the syllabus, timeline, and session slots.
  3. Learn live 1:1Online sessions with labs, examples, and practice questions.
  4. Check readinessReview weak areas and decide when to book your exam.

Free MLA-C02 resources to use between sessions

Official exam page: AWS ↗

MLA-C02 live training FAQs

What is included in the MLA-C02 live training?

Every plan is live, one-to-one mentorship for AWS Certified Machine Learning Engineer - Associate (MLA-C02). Basic (₹999) is a 1-hour diagnostic and study-plan session, Standard (₹2,499) gives 3 hours of guided training, Premium (₹6,999) gives 8 hours with portfolio projects and a certificate of completion, and Enterprise (₹14,999) gives 15 hours of complete training with advanced scenarios, job support, and custom requirements.

Who is the trainer for MLA-C02?

Divyanshu Mehta is a Microsoft Certified Trainer and Udemy instructor who has taught more than 1 lakh learners across cloud, DevOps, AI, and certification courses, with a 4.5+ average learner rating. Sessions are delivered one-to-one, so the pace and examples follow your experience and target role.

Which MLA-C02 topics are covered?

The training follows the published exam domains, including Modeling, Data Preparation for ML, ML model development, Data Engineering, ML Solution Monitoring, Maintenance, and Security. The first session maps these to your current strengths and the latest official objectives.

How are the sessions delivered and scheduled?

Sessions are live online video calls. After you message on WhatsApp, we agree on your goals, timeline, and session slots before you pay. Hours can be split across multiple sessions.

Is the exam fee included?

No. Exam registration and fees are paid directly to AWS or its authorised exam provider. The training fee covers mentorship only.

Do you guarantee that I will pass MLA-C02?

No training can honestly guarantee a pass. The mentorship focuses on understanding, hands-on practice, and readiness checks so you can decide when to book the exam with confidence.

What certificate do I receive?

Premium and Enterprise plans include a PrepKloud certificate of completion for the training. It is not an official AWS certification; the official credential is awarded only by passing the vendor exam.

What does job support include in the Enterprise plan?

Job support is practical guidance: resume and LinkedIn review, interview preparation, and help reasoning through real work problems. It does not include placement guarantees or doing your job on your behalf.

Can I upgrade my plan or train a team?

Yes. You can move to a higher plan by paying the difference, and the Enterprise plan supports custom syllabi for teams, projects, or specific tools. Share your requirements on WhatsApp.

Start your MLA-C02 training this week

Tell us your exam date and experience, and get a recommended plan on WhatsApp.

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PrepKloud is an independent training provider and is not affiliated with or endorsed by AWS. Product names and exam codes are trademarks of their owners. Training does not guarantee exam results, employment, or placement.