Ella Charmed

My current #mlopszoomcamp #capstone progress. It is slow going than I'd like. Perhaps reading a book on #mlops is not the best idea while doing capstone plus #llmzoomcamp.

Already started on my plan sometime back with items (1), (2) and (4). Now gotta get cracking to finish it by deadline. #MLOps #MLOpsZoomcamp #zoomcamp #DataTalksClub

Flabbergasted when I was presented with the opportunity to contribute a homework for #dezoomcamp course by #datatalksclub. More details in t.ly/xn5EV

#mlzoomcamp #365DaysOfML (day216) Still figuring out #localstack #ECR but gotta submit homework-09 first. First build success, and I deleted it. Had error after 2nd round of building docker image: "Get http://localhost:4510/v2/: dial tcp [::1]:4510: connect: connection refused"

#mlzoomcamp module08 #deeplearning, I'm drowning in acronyms SGD RNN CNN GAN AGI LLM NLP MLP LSTM RLHF And with module09 #serverless, delving into tflite, lambda functions, #aws, #docker I suppose with the OpenAI in the news, also a good time to dip my toes in Q-learning and Q*

Unfortunately #mlzoomcamp midterms and capstones are meant to be solo projects. datatalks-club.slack.com/archives/C0288… But @Al_Grigor has shared in that same thread that we shall have a chance to collaborate on an NLP project! Hyped! 🥳

#mlzoomcamp #365DaysOfML #CodeNewbie documenting this has changed things again, and I did a `git reset --hard origin/week09` to pull the remote branch and replace my local `week09` branch

#mlzoomcamp #365DaysOfML #CodeNewbie So, with `git rebase -i HEAD~5`, and for each commitID, write the code or the commands indicating what you wanna do. Does anyone need to know when I eat? I don't think so...then CTRL+X to save and exit.

#mlzoomcamp #365DaysOfML (day211) #CodeNewbie I learned the differences of geekflare.com/git-reset-vs-r… because I made a mess of my commits. Some commit messages are for wrong actions, some had wrong files. SO to the rescue! stackoverflow.com/questions/5189…

Thanks to @ai2ys who brought my attention to existence of #nvitop github.com/XuehaiPan/nvit…

Confirm with some sample code. check that the device name is picked up and the python process is running with `nvidia-smi`

#mlzoomcamp #365DaysOfMLCode (day198) Done with evals. Back to #deeplearning. A lot of theory in module-08. And setting up tensorflow is a pain. Think might just use #saturncloud

@ai2ys Not using Docker in WSL. Haven't tried yet, might just do it to get benchmarks. venv inside venv? Not sure old PC can take it, dont have a lot of RAM. As it is, running week8 code from lessons and tutorials from documentation can sometimes lock up PC from doing anything else.

@ellacharm3d Are you also using Docker containers on WSL2 with GPU support? If yes, are you using Docker Desktop on the Windows host or Docker engine installed directly on WSL2?

#mlzoomcamp #deeplearning #TensorFlow #LearnInPublic #365DaysOfMLCode (day199) I documented my installation steps for tensorflow. This is specific to the use case in the pre-requisites. Mainly for #futureme so I don't have to go to a gajillion sites. github.com/ellacharmed/ma…

#mlzoomcamp #midterms_evals #LearnInPublic Note to self: test deployment in clean folder before submission! 😥😭

#mlzoomcamp #midterm_evals Quick and easy, no need to clone. Done in 18 min.

#mlzoomcamp #midterms_evals Oof, trying hard not to judge on this next one. Most of the bases are covered at least and based on rubrics it meets requirements.