In this episode, we explore the AWS SDK for Pandas, an open-source library that simplifies integration between Pandas and AWS services. We discuss the importance of Pandas in data processing, the challenges faced by users, and real-world use cases. We also highlight the community contributing to the library's improvement and the various ways it can be deployed. This conversation delves into the integration of the Pandas library with other tools, data distribution via Ray and Modin, and the use of the library with DynamoDB. We also discuss the benefits and responsibilities of an open-source project, the importance of automation in managing contributions, and lessons learned about scalability.
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33:40
Blue green deployment for your databases
In this episode, we talked with Keyur Diwan to dive deep into the concept of Blue-Green Deployment, particularly in the context of databases on AWS. We discuss the origins of this deployment strategy and how it has evolved to suit cloud environments. The conversation covers the benefits, challenges, and cost implications of implementing Blue-Green Deployment for stateful systems like databases, focusing on replication, schema changes, and the switchover process.
Tune in to learn how Blue-Green Deployment can help reduce downtime, enhance database performance, and simplify change management, as well as explore future trends that aim to make this deployment model more robust and user-friendly.
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50:10
Meet Darya, from sitting-at-home mom to data scientist
In this episode, Darya Petrashka shares her inspiring journey from being a stay-at-home mom to becoming a data scientist. She discusses the challenges she faced in transitioning to a tech career, the importance of mentorship, and her experiences with cloud computing. Darya emphasizes the significance of community engagement and offers valuable advice for aspiring tech professionals, particularly women. She also addresses the common struggle of imposter syndrome and highlights the importance of continuous learning and support in career development.
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34:48
Poolside.ai: personalized AI for the modern developer
In this episode, Seb talks with Vitor Monteiro to explore how AI is transforming developer tools, focusing on Poolside, a company building custom AI models for software development. They discuss data quality, reinforcement learning, user experience, and the importance of personalization in AI tools. The conversation also touches on infrastructure, productivity, and the challenges of adopting AI in businesses, offering insights into the future of developer assistance.
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41:02
New AWS Account? 10 steps to get started right
Managing AWS accounts effectively is essential for ensuring security, cost efficiency, and streamlined operations. In this episode, Cobus Bernard delves into the critical steps and best practices every developer and team should adopt. From the initial setup of a new AWS account to advanced automation techniques with Terraform, the conversation covers everything you need to build a robust cloud management strategy. Cobus emphasizes the importance of a multi-account approach and highlights the role of Identity Center in securing access. The episode explores the significance of CI/CD pipelines, the monitoring power of AWS CloudTrail, and practical advice for setting up budget alerts to avoid unexpected costs. Whether you’re new to AWS or a seasoned professional, this episode offers actionable insights to elevate your account management practices.
Netherlands