Tag : Lablup Conf 1st
The good, the bad, the weird: Future of Backend.AI
By Jeongkyu ShinLablup Inc, which was founded in 2015 with the objective of making AI simple to use, shares the first tale of its mission to make dealing with all machine learning and deep learning technologies easier.
28 November 2021
Contribution Academy with Lablup / Inserting Bricks into a Giant Backend
By Sujin Kim, Jonghyn Yeo- Introduction to Contribution Academy, current activities, and reviews
- Issue management techniques - Managing issues from Backend.AI's agent, manager, storage-proxy, etc., in one repository
- Github actions - towncrier, travis CI, branch management
- Source code structure understood based on Backend.AI documentation
28 November 2021
Case Study of AI Big Data Education Using MLOps
By Jonghyn Yeo- Introduction to AI Big Data Major at Kookmin University Graduate School of Business
- AI Big Data Major curriculum and courses
- The necessity and current status of infrastructure for AI Big Data education
- Case study of practice-oriented course operation using Backend.AI
28 November 2021
Application of DL in fight against COVID-19
By Sergey Leksikov- Pix2Pix generative image-to-image DL model to simulate physics processes
- Prediction of respiratory droplet spread using machine learning
28 November 2021
Balancing Storage Solution I/O Pipeline Acceleration and Development Scope
By Jihyun Kang- Backend.AI Storage Proxy: Accelerating data / model I/O pipeline
- Integrating storage solution: PureStorage / NetApp
- Case: Building NetApp integration
28 November 2021
Application of machine learning to classify normal and dementia brains
By Eunjin HwangApplication of machine learning to classify disease phenotypes
28 November 2021
Building ML Pipeline from IoT to BI in Shipyards
By Sungchul ChoiWe will share how we implemented an AI pipeline in shipyards, a representative legacy manufacturing industry, using Backend.AI.
28 November 2021
People don't know what they want until LABLUP show it to them
By Jeongmook KimFrom education to hyperscale AI model development, we share considerations to keep in mind when preparing to build and operate a GPU Cluster, along with case studies.
28 November 2021
Paving the road to AI-powered world
By Joongi Kim- Recap of Backend.AI history
- Future roadmap of Backend.AI for next 2 years
28 November 2021
