ML Experiment Tracking with Vertex AI

Experimenting with machine learning models can get messy
We need to be organized and have a process to keep track of all the different architectures and parameters we set when experimenting and training our models. Vertex AI Experiments helps you easily track, compare and search within your experiments.

📓 Notebook: https://colab.research.google.com/dri...
📖 Article:
  / machine-learning-experiment-tracking-with-...  

If you enjoyed this video, please subscribe to the channel ❤️

🎉 Subscribe for Article and Video Updates!
  / subscribe  
  / membership  

You can find me here:
LinkedIn:   / saschaheyer  
Twitter:   / heyersascha  


If you or your company is looking for advice on the cloud or ML, check out the company I work for.
https://www.doit.com/
We offer consulting, workshops, and training at zero cost. Imagine an extension for your team without additional costs.

#vertexai #googlecloud #machinelearning #mlengineer #doit

▬ My current recording equipment ▬▬▬▬▬▬▬▬

► Camera for recording and streaming in 4K https://amzn.to/3QQzwiN
► Lens with nice background blur https://amzn.to/3dVDAjb
► Connect the camera to PC 4K https://amzn.to/3ciYyrE
► Light https://amzn.to/3Rb065M
► Most flexible way to mount your camera + mic https://amzn.to/3TedZC5
► Microphone (I love it) https://amzn.to/3QV3mmb
► Audio Interface https://amzn.to/3CBxj5M

Support my channel if you buy with those links on Amazon

▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
00:47 Auth and SDK
01:34 Experiment
02:25 Runs
02:59 Parameters
03:48 Metrics
04:11 Summary Metrics
04:56 Time Series Metrics
06:42 Classification Metrics
07:36 Artifacts
10:43 Visualization
12:23 Pricing
13:16 Bye