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Global Tech Council
Certified MLOps Expert 자격 인증 과정 미리보기
Expert 수준Machine Learning (ML)

Certified MLOps Expert™

자격 인증 과정 코드: CMLOE

Certified MLOps Expert is a comprehensive, industry-focused certification programme designed to help professionals master machine learning operations systems, AI deployment frameworks, model lifecycle management practices, cloud-based ML infrastructure, automation methodologies, model monitoring systems, governance frameworks, and modern AI operations strategies across corporations, consulting firms, government agencies, financial institutions, healthcare organisations, technology companies, startups, and enterprise AI environments.

Through this certification, you will learn how MLOps professionals deploy machine learning models, manage AI infrastructure, automate ML workflows, monitor model performance, support scalable AI operations, optimise deployment processes, and coordinate model governance activities using structured MLOps frameworks. The programme also dives into advanced concepts such as AI model lifecycle management, cloud-native MLOps platforms, CI/CD pipelines, model observability systems, automated retraining frameworks, AI governance models, responsible AI operations, and future-ready machine learning operations strategies, all reinforced with real-world simulations and projects.

4.8(187 후기)| 5,000+ 수강 신청| Available globally

$249

월 할부 결제 가능

10 Hours

학습 기간

6 Weeks

프로그램 기간

Self Paced

이용 방식

Chat, Email & Phone

학습 지원

학습 내용

Supervised learning algorithms and model selection
Unsupervised learning and clustering techniques
Deep learning fundamentals and neural architectures
Feature engineering and data preprocessing
Model evaluation, tuning and validation
Production-grade ML workflows and MLOps
Real-world predictive modelling case studies
Hands-on: Introduction to MLOps and AI Operations
Hands-on: Machine Learning Lifecycle Management
Hands-on: Model Deployment and Serving

이 자격 인증 과정 소개

An MLOps Professional is a trained AI operations specialist skilled in machine learning deployment systems, automation frameworks, cloud infrastructure technologies, model lifecycle management practices, governance methodologies, monitoring systems, and enterprise AI operations.

이 자격 인증 과정은 누구를 위한 과정인가요?

Machine Learning Engineers

Looking to strengthen expertise in AI deployment and machine learning operations systems.

Data Scientists & AI Professionals

Seeking structured knowledge in model lifecycle management and deployment practices.

Cloud Architects & DevOps Engineers

Wanting to improve AI infrastructure and automation capabilities.

Software Developers & Technology Specialists

Aiming to support scalable and AI-driven technology operations professionally.

학생 및 경력 전환 희망자

Planning to enter the growing machine learning operations and AI infrastructure industry.

Enterprise AI Professionals

Interested in governance, monitoring, automation, and modern AI operations ecosystems.

선수 요건

Basic understanding of technology concepts
No prior specialized experience necessary - the program starts from foundations
A computer with internet access for hands-on labs and exercises
Curiosity and willingness to learn new technologies

포함된 모듈

13 모듈 · 0 차시 · 10 Hours
  • What is MLOps
  • Understanding Machine Learning Operations Ecosystems
  • Roles and Responsibilities of MLOps Professionals
  • Principles of AI Deployment and Automation
  • Real-World MLOps Applications
5 차시

자격 인증 과정 혜택

Certified MLOps Expert™ 자격 인증 과정을 통해 업계에서 인정받는 자격과 실무 전문성을 갖출 수 있습니다.

블록체인 기술
업계에서 인정받는

가입 5,000+ 전 세계 자격 인증 취득 전문가

2016년부터 145+개국에서 신뢰받고 있습니다

Comprehensive Understanding of MLOps and AI Operations

The MLOps Certification provides a comprehensive understanding of machine learning deployment frameworks, automation systems, cloud-native infrastructure technologies, governance methodologies, monitoring practices, AI lifecycle management systems, and enterprise AI ecosystems.

전문성 검증

Obtaining the MLOps Certification validates your ability to deploy AI systems professionally, manage machine learning operations, optimise deployment workflows, support enterprise AI initiatives, maintain governance standards, and contribute to scalable and reliable AI environments.

경력 기회 확대

Certified professionals can explore opportunities across corporations, consulting firms, government agencies, financial institutions, healthcare organisations, educational institutions, technology companies, startups, and enterprise AI departments.

업계 인정

The MLOps Certification demonstrates your commitment to AI operations excellence, technical leadership capabilities, infrastructure expertise, governance knowledge, operational effectiveness, and modern machine learning industry standards.

혁신을 선도하세요

The certification programme helps you stay updated with the latest advancements in cloud-native AI platforms, model observability systems, intelligent automation technologies, enterprise AI governance frameworks, machine learning infrastructure ecosystems, and future-ready MLOps innovations.

블록체인 자격 인증을 보유한 전문가

공식 인증서를 취득하세요

성공적으로 수료하면 전 세계 고용주가 인정하는 진위 확인 가능한 디지털 인증서를 받습니다. LinkedIn이나 이력서에 공유하거나 온라인 포털에서 인증서의 진위를 확인하세요.

인증서 확인

자주 묻는 질문

MLOps Certification validates expertise in machine learning operations systems, AI deployment frameworks, automation methodologies, cloud infrastructure technologies, governance standards, and enterprise AI operations. It is important because organisations increasingly require skilled professionals capable of deploying, managing, and scaling AI systems effectively.

이 자격 인증 과정에 포함된 내용

10 hours of HD video content
0 comprehensive lessons
다운로드 가능한 자료 및 핵심 요약표
공식 수료 인증서
온라인 확인 포털 이용
145+개국에서 인정
수료생 커뮤니티 네트워크 이용
평생 무료 콘텐츠 업데이트

주요 정보

자격 인증 과정 코드CMLOE
수준Expert
소요 시간10 Hours
모듈13 modules
진행 방식자기 주도 학습
언어English
이용 기간Lifetime
최종 업데이트February 2026

협의회의 권위

Global Tech Council

검증된 발급 기관

This certification is developed and maintained by the Global Tech Council's panel of industry experts with decades of combined experience in machine learning (ml).

자격 인증 확인

지금 상담사와 상담하세요!

주요 관련 직무

MLOps EngineerMachine Learning EngineerAI Operations SpecialistAI Infrastructure EngineerDevOps Engineer for AI SystemsCloud AI EngineerML Platform EngineerMachine Learning Systems Consultant

Certified MLOps Expert

$249