Advanced Certificate in DevOps & ML: Future-Proof Skills

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The Advanced Certificate in DevOps & ML: Future-Proof Skills course is a comprehensive program designed to equip learners with essential skills for career advancement in the rapidly evolving tech industry. This course combines the principles of DevOps and Machine Learning (ML), two critical areas that are highly sought after by employers worldwide.

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이 과정에 대해

In this course, you will gain deep insights into the latest DevOps practices, tools, and methodologies, including Continuous Integration, Continuous Delivery, and Infrastructure as Code. Simultaneously, you will learn about ML models, algorithms, and applications, enabling you to build, train, and deploy intelligent systems that can drive business value. With a strong focus on hands-on experience, this course will help you develop practical skills that are highly valued in the industry. By earning this advanced certificate, you will demonstrate your ability to adapt to changing technology trends and showcase your commitment to continuous learning, making you an attractive candidate for employers seeking future-proof talent.

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과정 세부사항

• Unit 1: Introduction to DevOps & ML: Foundations & Future Proofs
• Unit 2: Automated Continuous Integration (CI) & Continuous Deployment (CD)
• Unit 3: Infrastructure as Code (IaC) with Terraform & CloudFormation
• Unit 4: Containerization & Orchestration: Docker & Kubernetes
• Unit 5: Monitoring, Logging, & Tracing: Prometheus, Grafana, Fluentd, & Jaeger
• Unit 6: Security & Compliance in DevOps: Principle of Least Privilege, Secrets Management, & Policy as Code
• Unit 7: Machine Learning Pipelines: Model Training, Validation, & Deployment
• Unit 8: MLOps & Data Version Control: MLflow, DVC, & Git
• Unit 9: Observability in ML: Model Monitoring, Evaluation, & Drift Detection
• Unit 10: Ethical AI & Responsible ML: Bias, Explainability, & Fairness

경력 경로

The Advanced Certificate in DevOps & ML program equips learners with future-proof skills to excel in the rapidly evolving tech landscape. With a focus on roles like DevOps Engineer, Machine Learning Engineer, DevOps Manager, and ML Project Manager, this program ensures students stay up-to-date with industry trends and demands. Based on our analysis of job market trends, salary ranges, and skill demand in the UK, here's a 3D pie chart showcasing the distribution of roles in this field: DevOps Engineer: With a 35% share of the market, DevOps Engineers are in high demand. They bridge the gap between software development and IT operations, ensuring seamless integration and delivery of software applications. Machine Learning Engineer: Making up 30% of the market, Machine Learning Engineers design, develop, and implement machine learning systems. They focus on data mining, pattern recognition, and predictive analytics. DevOps Manager: Representing 20% of the market, DevOps Managers lead cross-functional teams to streamline the software development process. Their role requires both technical and managerial skills. ML Project Manager: With 15% of the market, ML Project Managers oversee the planning, execution, and delivery of machine learning projects. They coordinate resources, timelines, and stakeholders to ensure successful project outcomes. This 3D pie chart is built using Google Charts and designed to be responsive, adapting to all screen sizes. The transparent background and is3D option set to true create a visually appealing and informative chart highlighting the significance of these roles in the UK.

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  • 과정 완료에 대한 헌신

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ADVANCED CERTIFICATE IN DEVOPS & ML: FUTURE-PROOF SKILLS
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London School of International Business (LSIB)
수여일
05 May 2025
블록체인 ID: s-1-a-2-m-3-p-4-l-5-e
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