Title

AWS re:Invent 2022 - Drive collaboration & ML learning like JPMorgan Chase w/AWS DeepRacer (DPR102)

Summary

JPMorgan Chase uses AWS DeepRacer as a learning and innovation tool to upskill their employees in cloud technologies and machine learning.
The program started in Chicago in 2018 and has expanded to 22 cities with 5,000 participants over three years.
Participants gain hands-on experience with AWS services, Python, SageMaker, Jupyter Notebooks, and reinforcement learning.
The initiative also promotes internal mobility, allowing employees to apply their new skills in their current roles or move to new positions.
JPMorgan Chase has seen success in AWS DeepRacer competitions, with six teams qualifying for the re:Invent finals and a history of high placements.
The program includes a structured learning path with a "driving license" curriculum and encourages innovation, wellness, and family involvement.
Key components of the program include executive sponsorship, a learning program, racing and innovation committees, and event leads.
The program emphasizes the importance of cost management in the cloud and ethical considerations in competitions and code sharing.

AWS DeepRacer serves as an effective platform for hands-on learning of cloud technologies and machine learning concepts, demonstrating gamification in professional development.
The program's expansion and success highlight the scalability of cloud education initiatives and the potential for global collaboration and competition.
JPMorgan Chase's approach to internal mobility through skills development suggests a model for other organizations to retain and nurture talent.
The company's commitment to funding participants' travel and accommodation for AWS re:Invent underscores the value placed on employee development and recognition.
The structure of the program, with its emphasis on local event leads and regional budget management, reflects a decentralized approach that empowers local teams while maintaining global cohesion.
The use of AWS DeepRacer in various contexts, including wellness and family engagement, indicates the versatility of the platform beyond its primary educational purpose.
The program's focus on cost management and ethical practices in the public cloud environment aligns with industry best practices and responsible cloud usage.