Demo Training 101
Enable citizen data scientists to run trainings for prospects and customers.
This course is an introduction to W&B, created and run by Hans Ramsl
Created on September 30|Last edited on November 21
Comment
Progress
Goals
Outcomes of this 9-week course are:
→ familiarity with Weights and Biases as a platform
→ ability to run a UI-only demo (based on content from fully-connected)
→ ability to run a Colab-demo (where we run code and see updates in realtime)
Syllabus
| Session | Topic | Assignments | Presenter | Recording |
|---|---|---|---|---|
| 1: 2022-08-29 | Intro to W&B | Embrace W&B | Hans | – |
| 2: 2022-09-12 | Intro to Colabs | Prepare Colab technical Demo | Hans | – |
| 3: 2022-09-26 | Colab demos | Prepare Experiment Tables demo | Jan, Veronica | Link |
| 4: 2022-10-10 | Experiment table demos | Prepare Artifacts demo | Jan, Veronica | Link |
| 5: 2022-10-24 | Artifacts demos | Prepare Tables demo | Jan, Veronica, Mitchel | |
| 6: 2022-11-07 | Tables demos | Prepare Reports demo | Jan, Veronica, Mitchel | Link |
| 7: 2022-11-21 | Reports demos | Prepare Sweeps demo | Jan, Veronica, Mitchel | |
| 8: 2022-12-05 | Sweeps demos | Prepare Retrospective | Jan, Veronica, Mitchel | |
| 9: 2022-12-19 | Evaluation & Lessons Learned | Hans |
Participants
Sessions
Intro to W&B
Assignments
- Task 1: Familiarize yourselves with Fully connected (https://wandb.ai/fc) by using the filters and search
- Task 2: Familiarize yourselves with the projects (https://wandb.ai/fully-connected/projects), you should be able to mention 2 and explain what they can be used (e.g. use cases)
- Task 3: Choose 1 article / report that sounds interesting to you and present it in the session (5 - 7 minutes). Example: if you like whales, you can use this report 🐋.
Intro to Colabs
Agenda
- Learnings from Task 1-2 (6')
- Presentation of Task 3 (14')
- Introduction to Colabs and W&B (15')
- Conclusion and Next Steps (5')
Assignments
- Familiarize yourself with Google Colab. https://colab.research.google.com/
- Create your first own Colab with Examples that are suggested in the UI. You could start with Overview of Colaboratory Features
- Create a wandb.ai account using your wandb.com email address
- Copy your API Key from the wandb.ai settings danger zone by clicking on the alphanumeric string
- Ensure that you can login using your API key from step 4.
- Run one cell in the demo Colab (only run Log plots) and open the wandb run details in a separate tab.
Colab demos
Agenda
- Colab demos of participants
- Evaluation, feelings while presenting and getting customer questions
Experiments table demos
Artifacts demos
Tables demos
Reports demos
Sweeps demos
Evaluation & Lessons Learned
Add a comment