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https://github.com/terrytangyuan/public-talks
Slides, videos, and supporting files for my public talks
https://github.com/terrytangyuan/public-talks
cloud-native deep-learning gitops kubernetes machine-learning mlops public-speaking
Last synced: 17 days ago
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Slides, videos, and supporting files for my public talks
- Host: GitHub
- URL: https://github.com/terrytangyuan/public-talks
- Owner: terrytangyuan
- License: bsd-3-clause
- Created: 2021-10-29T13:47:26.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2024-11-17T03:57:24.000Z (about 1 month ago)
- Last Synced: 2024-11-30T00:51:30.728Z (23 days ago)
- Topics: cloud-native, deep-learning, gitops, kubernetes, machine-learning, mlops, public-speaking
- Language: Python
- Homepage: https://terrytangyuan.github.io/public-talks/
- Size: 52 MB
- Stars: 19
- Watchers: 5
- Forks: 4
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Public Talks
This repository contains the slides, videos, and supporting files for my public talks on various conferences, meetups, and classes.
## Quick Summary
* Venues: **KubeCon; Open Data Science Conference; PlatformCon; PyData Global; Kubernetes Podcast from Google; IBM TechXchange; Wave Summit; ArgoCon; Cloud Native AI Day; and Purdue University**.
* Formats: **Keynotes with up to 8k attendees; opening remarks; regular presentations; podcasts; panels; and university lectures**.
## Contact
If you'd like to invite me to speak at an event you are organizing, feel free to email me at `[email protected]` or contact me via any of the following methods:
## List (in chronological order)
| Title | Venue | Role | Date |
| ----- | ----- | ------ | ---- |
| [WG Serving: Accelerating AI/ML Inference Workloads on Kubernetes](talks/kubecon-na-2024-wg-serving) | [KubeCon North America](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/) | Speaker | Nov 15th, 2024 |
| [Unlocking Potential of Large Models in Production](talks/kubecon-na-2024-unlocking-potential-of-large-models-in-production) | [KubeCon North America](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/) | Speaker | Nov 14th, 2024 |
| [[Keynote] Advancing Cloud Native AI Innovation Through Open Collaboration](talks/cloud-native-ai-day-2024-keynote-advancing-cloud-native-ai-innovation-through-open-collaboration) | [Cloud Native & Kubernetes AI Day North America](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/cloud-native-kubernetes-ai-day/) | Keynote Speaker | Nov 12th, 2024 |
| [Kubernetes Working Group Serving](https://kubernetespodcast.com/episode/240-wg-serving/) | [Kubernetes Podcast from Google](https://kubernetespodcast.com/) | Invited Speaker | Oct 31st, 2024 |
| [KServe Essentials: Building a Production-Ready Cloud-Native Model Serving Platform](talks/kserve-essentials-ibm-techxchange-2024) | [IBM TechXchange Conference](https://www.ibm.com/community/ibm-techxchange-conference/) | Invited Speaker | Oct 21st, 2024 |
| [Engineering Cloud Native AI Platform](talks/platform-con-2024-engineering-cloud-native-ai-platform) | [PlatformCon](https://platformcon.com/) | Speaker | June 10th, 2024 |
| [Highly Scalable Inference Platform for Models of Any Size](talks/odsc-2024-highly-scalable-inference-platform) | [Open Data Science Conference](https://odsc.com/boston/) | Speaker | April 24th, 2024 |
| [Production-Ready AI Platform on Kubernetes](talks/kubecon-europe-2024-production-ai-platform-on-k8s) | [KubeCon Europe](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/) | Speaker | March 22nd, 2024 |
| [Welcome + Opening Remarks](talks/kubecon-europe-2024-cloud-native-ai-day) | [Cloud Native AI Day Europe](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/) | Speaker | March 19th, 2024 |
| [Beyond Prototypes: Production-Ready ML Systems with Metaflow and Argo](talks/kubecon-na-2023-metaflow-argo) | [KubeCon North America](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/) | Speaker | Nov 7th, 2023 |
| [[Keynote] Building for the Road Ahead: An Ode to Maintainers, the Life Blood of Our Ecosystem](talks/kubecon-na-2022-keynote-fireside-chat) | [KubeCon North America](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/) | Invited Keynote Speaker | Oct 26th, 2022 |
| [Automating Map-building Pipelines for Safe Autonomous Driving with Argo Workflows at TuSimple](talks/argocon-autonomous-driving-tusimple-2022) | [ArgoCon](https://events.linuxfoundation.org/argocon/) | Speaker | Sep 20th, 2022 |
| [Managing Thousands of Automatic Machine Learning Experiments With Argo and Katib](talks/argocon-automl-experiments-2022) | [ArgoCon](https://events.linuxfoundation.org/argocon/) | Speaker | Sep 20th, 2022 |
| [Data Science in the Cloud-Native Era](talks/data-science-in-the-cloud-native-era-odsc-2022) | [Open Data Science Conference](https://odsc.com/boston/) | Invited Speaker | April 19th, 2022 |
| [[Keynote] When Machine Learning Toolkit for Kubernetes Meets PaddlePaddle](talks/when-machine-learning-toolkit-for-kubernetes-meets-paddlepaddle-wave-summit-2021) | [Wave Summit](https://www.wavesummit.com.cn/) | Invited Keynote Speaker | Dec 12th, 2021 |
| [Unveil The Secret Ingredients for Argo CD at Enterprise Scale](talks/unveil-the-secret-ingredients-for-argo-cd-at-enterprise-scale-kubecon-china-2021) | [KubeCon China](https://www.lfasiallc.com/kubecon-cloudnativecon-open-source-summit-china/) | Invited Speaker | Dec 9th, 2021 |
| [Bridging into Python Ecosystem with Cloud-Native Distributed Machine Learning Pipelines](talks/bridging-into-python-ecosystem-with-cloud-native-distributed-machine-learning-pipelines-argocon-2021) | [ArgoCon](https://argoproj.github.io/argocon21/) | Speaker | Dec 8th, 2021 |
| [Towards Cloud-Native Distributed Machine Learning Pipelines at Scale](talks/towards-cloud-native-distributed-machine-learning-pipelines-at-scale-pydata-global-2021) | [PyData Global](https://pydata.org/global2021/) | Speaker | Oct 29th, 2021 |
| [Introducing Couler: Unified Interface for Constructing and Managing Workflows](talks/introducing-couler-unified-interface-for-constructing-and-managing-workflows-argo-workflows-community-meeting) | [Argo Workflows Community Meeting](https://argoproj.github.io/) | Invited Speaker | Sep 16th, 2020 |
| [Large Scale Distributed Deep Learning with Kubernetes Operators](talks/large-scale-distributed-deep-learning-with-kubernetes-operators-kubecon-europe-2019) | [KubeCon Europe](https://events.linuxfoundation.org/kubecon-cloudnativecon-europe/) | Invited Panelist and Speaker | May 22nd, 2019 |
| [Considerations for Large Scale Analytics in Production](talks/considerations-for-large-scale-analytics-in-production-purdue) | [School of Management, Purdue University](https://www.purdue.edu/) | Invited Lecturer | Nov 28th, 2018 |
| [TensorFlow Overview - Why Should Statisticians Care?](talks/tensorflow-overview-why-should-statisticians-care-purdue) | [Department of Statistics, Purdue University](https://www.purdue.edu/) | Invited Lecturer | Oct 18th, 2017 |
| [Introduction to TensorFlow](talks/introduction-to-tensorflow-asa-conference) | [American Statistical Association Conference](https://www.amstat.org/) | Invited Speaker | Mar 3rd, 2017 |
