Exam Prep: AWS Certified Machine Learning Engineer (GK910030)
Om kurset
AWS Certified Machine Learning Engineer – Associate (MLA-C01) is a one-day ILT where you learn how to assess your preparedness for the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam. The exam validates a candidate’s ability to build, operationalize, and maintain machine learning (ML) solutions and pipelines by using the AWS Cloud.
This intermediate-level course prepares you for the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam by providing a comprehensive exploration of the exam topics. You'll delve into the key areas covered on the exam, understanding how they relate to developing AI and machine learning solutions on the AWS platform. Through detailed explanations and walkthroughs of exam style questions, you'll reinforce your knowledge, identify gaps in your understanding, and gain valuable strategies for tackling questions effectively. The course includes review of exam-style sample questions, to help you recognize incorrect responses and hone your test-taking abilities. By the end, you'll have a firm grasp on the concepts and practical applications tested on the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam.
Dette lærer du
Kursinnhold
Kurset dekker blant annet følgende temaer:
- Module 1: Data Preparation for Machine Learning (ML)
- Module 2:ML Model Development
- Module 3: Deployment and Orchestration of ML Workflows
- Module 4: ML Solution Monitoring, Maintenance, and Security
Forkunnskaper
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Hvor lenge varer kurset?
Kursets oppgitte varighet er 1.
Kan jeg ta en sertifisering?
Kurset kan være relevant som forberedelse til sertifisering. Se kursbeskrivelsen for informasjon om aktuell sertifisering og eksamen.
Hvilke forkunnskaper trenger jeg?
General IT knowledge:Learners are recommended to have the following: • Suggested 1 year of experience in a related role such as a backend software developer, DevOps developer, data engineer, or data scientist. • Basic understanding of common ML algorithms and their use cases • Data engineering fundamentals, including knowledge of common data formats, ingestion, and transformation to work with ML data pipelines • Knowledge of querying and transforming data • Knowledge of software engineering best practices for modular, reusable code development, deployment, and debugging • Familiarity with provisioning and monitoring cloud and on-premises ML resources • Experience with continuous integration and continuous delivery (CI/CD) pipelines and infrastructure as code (IaC) • Experience with code repositories for version control and CI/CD pipelines.Recommended AWS knowledge:Learners are recommended to be able to do the following: • Suggested 1 year of experience using Amazon SageMaker AI and other AWS services for ML engineering. • Knowledge of Amazon SageMaker AI capabilities and algorithms for model building and deployment • Knowledge of AWS data storage and processing services for preparing data for modeling • Familiarity with deploying applications and infrastructure on AWS • Knowledge of monitoring tools for logging and troubleshooting ML systems • Knowledge of AWS services for the automation and orchestration of CI/CD pipelines • Understanding of AWS security best practices for identity and access management, encryption, and data protection
Hvem passer kurset for?
You are not required to take any specific training before taking this course. However, the following- Prerequisite knowledge is recommended prior to taking the AWS Certified Machine Learning Engineer - Associate (MLA-C01) exam.
Kan kurset leveres som bedriftsinternt kurs?
Ja.
Hvor kan kurset leveres?
Kurset kan leveres over hele Norge, blant annet i Oslo, Kristiansand, Stavanger, Bergen, Trondheim og Tromsø.