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Global Tech Council
Voorproefje van de certificering Certified Amazon Web Services (AWS) SageMaker Professional
Professional NiveauMachine Learning (ML)

Certified Amazon Web Services (AWS) SageMaker Professional™

Certificeringscode: CAWSSMP

Certified Amazon Web Services (AWS) SageMaker Professional™ is a comprehensive, industry-focused certification designed to help professionals master Amazon SageMaker, machine learning operations (MLOps), artificial intelligence, model development, model deployment, and enterprise AI lifecycle management on AWS. This certification equips learners with the practical knowledge and technical expertise required to build, train, optimize, deploy, monitor, and scale machine learning models using Amazon SageMaker and the AWS AI ecosystem.

Through this certification, you will learn how to leverage Amazon SageMaker for end-to-end machine learning workflows, from data preparation and feature engineering to model training, hyperparameter optimization, inference, and production deployment. You will gain expertise in SageMaker Studio, SageMaker Pipelines, JumpStart, AutoML, Feature Store, Model Registry, endpoint deployment, batch inference, distributed training, and experiment tracking.

The programme also explores advanced topics including Generative AI, Amazon Bedrock integration, foundation models, Retrieval-Augmented Generation (RAG), MLOps automation, explainable AI (XAI), responsible AI, model monitoring, CI/CD for machine learning, cloud security, and cost optimization. Designed for today's AI-first cloud environment, this certification emphasizes hands-on implementation, production deployment, enterprise architecture, and modern MLOps best practices.

4.8(150 beoordelingen)| 5,000+ ingeschreven| Available globally

$249

Betaling in maandelijkse termijnen mogelijk

12 Hours

Studieduur

6 Weeks

Programmaduur

Self Paced

Toegangsvorm

Chat, Email & Phone

Ondersteuning bij het leren

Wat u leert

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 Amazon SageMaker
Hands-on: Data Preparation and Feature Engineering
Hands-on: Model Development

Over deze certificering

A Certified Amazon Web Services (AWS) SageMaker Professional™ is an AI and cloud professional capable of designing, developing, deploying, monitoring, and optimizing machine learning solutions using Amazon SageMaker and the AWS AI ecosystem while following enterprise-grade MLOps and security practices.

Voor wie is deze certificering bedoeld?

Machine Learning and AI Engineers

Professionals building, training, and deploying ML and AI models who want to master end-to-end machine learning workflows on Amazon SageMaker and the AWS AI ecosystem.

Data Scientists

Practitioners who want to operationalize their models using SageMaker Studio, Autopilot, Feature Store, and experiment tracking while adopting enterprise MLOps best practices.

MLOps and Cloud Engineers

Engineers responsible for automating ML pipelines, CI/CD for machine learning, model monitoring, drift detection, and scalable production deployment on AWS.

AWS Solution Architects and Developers

Cloud professionals who design secure, scalable AI architectures and want deep, service-specific expertise in SageMaker, security, cost optimization, and enterprise governance.

Data and AI Application Developers

Software and data engineers integrating Generative AI, Amazon Bedrock, foundation models, and RAG-based applications into enterprise products and business processes.

Students and Career Changers

Students and technology enthusiasts pursuing cloud AI careers who want a structured, hands-on pathway from fundamentals to production-ready enterprise AI on AWS.

Vereiste voorkennis

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

Inbegrepen modules

13 modules · 0 lessen · 12 Hours
  • AWS AI Ecosystem
  • Amazon SageMaker Overview
  • SageMaker Studio
  • Machine Learning Lifecycle
  • AWS Environment Setup
5 lessen

Voordelen van de certificering

Met de certificering Certified Amazon Web Services (AWS) SageMaker Professional™ behaalt u een door de sector erkende kwalificatie en doet u praktische expertise op.

Blockchaintechnologie
Erkend door de sector

Lid worden 5,000+ gecertificeerde professionals wereldwijd

Vertrouwd in 145+ landen sinds 2016

Master Amazon SageMaker

Develop expertise in Amazon SageMaker Studio, machine learning lifecycle management, model deployment, MLOps, Generative AI, Amazon Bedrock, and enterprise AI architecture.

Build Practical AI Skills

Gain hands-on experience building, training, deploying, monitoring, and optimizing machine learning models while implementing scalable MLOps workflows and production-ready AI solutions on AWS.

Advance Your Career

Open opportunities in artificial intelligence, machine learning, cloud engineering, MLOps, data science, cloud architecture, AI consulting, enterprise software development, and AWS solution engineering.

Erkenning binnen de sector

The Certified Amazon Web Services (AWS) SageMaker Professional™ credential validates your expertise in one of the industry's leading cloud-based machine learning platforms and demonstrates your ability to build enterprise-grade AI solutions.

Stay Ahead of AI Innovation

Learn emerging technologies including Generative AI, Amazon Bedrock, Retrieval-Augmented Generation (RAG), foundation models, serverless machine learning, explainable AI, automated MLOps, and enterprise AI governance.

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Behaal uw officiële certificaat

Na succesvolle afronding ontvangt u een verifieerbaar digitaal certificaat dat door werkgevers wereldwijd wordt erkend. Deel het op LinkedIn, vermeld het op uw cv of verifieer het via ons online portaal.

Veelgestelde vragen

It is a professional certification that validates expertise in developing, deploying, monitoring, and managing machine learning and Generative AI solutions using Amazon SageMaker and the AWS AI ecosystem.

Deze certificering omvat

12 hours of HD video content
0 comprehensive lessons
Downloadbaar leermateriaal & spiekbriefjes
Officieel certificaat van voltooiing
Toegang tot het online verificatieportaal
Wereldwijde erkenning in 145+ landen
Toegang tot het alumninetwerk
Levenslang gratis updates van de inhoud

In het kort

CertificeringscodeCAWSSMP
NiveauProfessional
Duur12 Hours
Modules13 modules
VormIn eigen tempo
TaalEnglish
ToegangsperiodeLifetime
Laatst bijgewerktFebruary 2026

Autoriteit van de raad

Global Tech Council

Geverifieerde uitgever

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).

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Belangrijkste functies

AWS SageMaker EngineerMachine Learning EngineerAI EngineerMLOps EngineerData ScientistCloud AI EngineerAWS AI Solutions ArchitectGenerative AI Engineer

Certified Amazon Web Services (AWS) SageMaker Professional

$249