#211 Accelerating MLOps with Amazon SageMaker with Romina Sharifpour, Machine Learning Specialist at Amazon Web Services (AWS)

#211 Accelerating MLOps with Amazon SageMaker with Romina Sharifpour, Machine Learning Specialist at Amazon Web Services (AWS)

Author: Felipe Flores October 20, 2022 Duration: 57:56

In today’s episode, we have Romina Sharifpour, Machine Learning Specialist at Amazon Web Services (AWS).

Operationalising machine learning models, particularly scaling MLOps capability across teams within an organisation is a difficult feat.

Join Romina to find out how you can easily accelerate your MLOps journey using Amazon SageMaker Pipelines. You'll gain insights into how AWS customer Carsales keeps up with increased demand in building and productionising AI models, and their strategy to democratise AI across the whole development teams. This allows any developer to be a citizen data scientist and ML engineer by leveraging Amazon SageMaker.

Enjoy the show!

If you want to learn more about building modern applications on AWS and attend a virtual conference, just google “AWS Innovate” or click the link below.

https://aws.amazon.com/events/aws-innovate/apj/modern-apps/

Thank you to our sponsor, Talent Insights Group!

Join us in Melbourne for Scaling AI with MLOPS:  https://www.datafuturology.com/mlops

Join our Slack Community: https://join.slack.com/t/datafuturologycircle/shared_invite/zt-z19cq4eq-ET6O49o2uySgvQWjM6a5ng

Read the full podcast episode summary here.


In a field dominated by discussions of algorithms and infrastructure, Data Futurology carves out a different, crucial space. Host Felipe Flores guides conversations toward the human-centric challenges that ultimately determine whether an AI initiative succeeds or fails. This isn't a technical deep dive into model architectures; it's a series of dialogues about strategy, organizational change, and the practical leadership required to bridge the gap between potential and real-world impact. You'll hear from practitioners and executives who have navigated the complex last mile of deployment, where the real work of integrating technology into business processes and culture happens. The podcast explores how to select the right problems, build effective teams, and cultivate an ethical, forward-thinking approach to data science and machine learning. For leaders, managers, and anyone responsible for steering their organization through the adoption of these powerful tools, Data Futurology offers grounded insights and actionable perspectives. It’s about moving beyond the hype to create sustainable value, ensuring that the rapid pace of advancement in artificial intelligence is matched by thoughtful and effective human leadership. Tune in for a necessary complement to the more code-focused shows in your feed.
Author: Language: English Episodes: 100

Data Futurology - Leadership And Strategy in Artificial Intelligence, Machine Learning, Data Science
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