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Operationalizing your hybrid cloud AI strategy

Presented by

Sandip Sharma, Strategic Lead for AI, Red Hat, Tom Corcoran, Principal AI Specialist, Red Hat, Prasad Mukhedkar, AI Architect, Red Hat

About this talk

As machine learning (ML) models become pivotal to driving business outcomes, ensuring seamless and efficient deployment is more critical than ever. Enter Machine Learning Operations (MLOps) — a transformative approach that bridges data science with operations to enable scalable, reliable, and automated ML model deployment and management. In this 30-minute webinar, we'll dive into the essentials of MLOps, exploring key principles, challenges, and effective strategies, including: - Recap of the 5 Pillars of a Hybrid AI Strategy to support effective deployments - Addressing common challenges of deploying ML models to production - Leveraging model versioning, testing, and validation for reliability - Automating ML workflows and pipelines to improve efficiency - Monitoring ML performance to mitigate model drift and data quality issues - Gaining practical insights from real-world case studies on successful MLOps implementations Who Should Attend: - Data scientists and ML engineers - DevOps and IT professionals - Business stakeholders and AI leaders - Anyone eager to elevate the efficiency and dependability of ML deployment processes
Red Hat APAC

Red Hat APAC

35480 subscribers133 talks
Red Hat APAC
We revolutionised the operating system with Red Hat® Enterprise Linux®. Now, we have a broad portfolio, including hybrid cloud infrastructure, middleware, agile integration, cloud-native application development, and management and automation solutions. With Red Hat technologies, companies can successfully adapt as business becomes more digital and interconnected. We are Red Hat. We've been here for more than 25 years, and we're here to help you face your business challenges head-on.
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