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As companies are aiming to become more data-driven. The need for democratizing machine learning has become more and more requisite to give everyone the power of data-based insights. This talk would be focused on building platforms for fully or partially automated machine learning models in AWS. We would talk about a use case where we built a self-serving AI platform for a plethora of our Autodesk products to help improve user experience. We built this platform in a serverless manner in AWS to tackle the scalability and ever-growing nature of our data.
- Power of democratizing machine learning for enterprises
- Making solutions machine learning scalable and serverless
- Introduction to technologies that can help you in building machine learning platforms