(Day 139) MLFlow (MLOps) on AWS
May 19, 2024
Hello :) Today is Day 139!
A quick summary of today:
- learned how to host a mlflow server on AWS
(Day 138) Fine-tuning Speech T5 using a very small Glaswegian dataset
May 18, 2024
Hello :) Today is Day 138!
A quick summary of today:
- fine-tuned microsoft’s speech T5 to create a Glaswegian TTS and published it on huggingface (using our project’s dataset)
(Day 137) AWS Summit Seoul Day 2
May 17, 2024
Hello :) Today is Day 137!
A quick summary of today:
- attended ‘data analysis’ and ‘business tech’ sessions during Day 2 of AWS Summit in Seoul
(Day 136) AWS Summit Seoul Day 1
May 16, 2024
Hello :) Today is Day 136!
A quick summary of today:
- Attended day 1 of AWS summit Seoul and sat in the ‘banking, finance and fintech’ talks - everything was related to AI (not surprisingly haha)
(Day 135) Going deeper into MLOps
May 15, 2024
Hello :) Today is Day 135!
A quick summary of today:
- covered module 2 of the mlops-zoomcamp by DataTalks club about experiment tracking and model management
- cut 2 more videos for the Scottish dataset project
(Day 134) Finished CS109 + Scottish dataset project + Started MLOps zoomcamp by DataTalks club
May 14, 2024
Hello :) Today is Day 134!
A quick summary of today:
- covered the last 2 lectures of Stanford’s CS109
- processed 4 more videos for the Scottish accent dataset
- started MLOps zoomcamp by DataTalks club
- watched a nice video comparing the roles of data scientist vs AI engineer