Postgraduate Certificate in DevOps for Model Training
-- ViewingNowThe Postgraduate Certificate in DevOps for Model Training is a comprehensive course that bridges the gap between data science and DevOps, two critical components of modern software development. In this era of rapid technological advancement, there is an increasing demand for professionals who can combine data science expertise with DevOps skills to build, deploy and manage models at scale.
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AboutThisCourse
This course equips learners with essential skills in DevOps practices, including continuous integration, continuous delivery, infrastructure as code, and version control. It also covers the deployment of machine learning models in cloud-based environments and best practices for collaborative and agile development.
By completing this course, learners will be able to demonstrate their ability to apply DevOps principles to data science projects, making them highly valuable in today's data-driven job market. Career advancement opportunities for course graduates include DevOps Engineer, Machine Learning Engineer, and Data Engineer roles.
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CourseDetails
- Unit 1: Introduction to DevOps
- Unit 2: DevOps Principles and Practices
- Unit 3: Agile Methodologies in DevOps
- Unit 4: DevOps Tools and Technologies
- Unit 5: Continuous Integration and Continuous Deployment (CI/CD)
- Unit 6: Infrastructure as Code (IaC)
- Unit 7: Monitoring and Logging in DevOps
- Unit 8: Containerization and Orchestration with Docker and Kubernetes
- Unit 9: Security in DevOps (DevSecOps)
- Unit 10: Model Training in DevOps
CareerPath
- DevOps Engineer — in-demand career path aligned with this qualification (60%)
- Data Scientist — in-demand career path aligned with this qualification (25%)
- Machine Learning Engineer — in-demand career path aligned with this qualification (10%)
- MLOps Engineer — in-demand career path aligned with this qualification (5%)
EntryRequirements
- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- NotRegulatedAuthorized
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SkillsYoullGain
Model Training
DevOps Practices
Pipeline Automation
Infrastructure Management
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£140
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- ThreeFourHoursPerWeek
- EarlyCertificateDelivery
- OpenEnrollmentStartAnytime
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£90
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- TwoThreeHoursPerWeek
- RegularCertificateDelivery
- OpenEnrollmentStartAnytime
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- FullCourseAccess
- DigitalCertificate
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POSTGRADUATE CERTIFICATE IN DEVOPS FOR MODEL TRAINING
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London School of International Business (LSIB)
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05 May 2025
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