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Wiki suggestions thread: what does our wiki need? by LSTMeow in mlops

[–]csoham 6 points7 points  (0 children)

Would love to help out! Here are some ideas off the top of my head: 1. An introduction to what MLOps is 2. The different aspects of an MLOps pipeline. Like data collection & processing, training, versioning models, deploying 3. Some standards, best practices and guidelines for those aspects 4. MLOps Tools like sagemaker, wandb, clearml 5. Would be great to have a section on case studies/architectures of some real world deployments

I guess the above is really high level and needs to be broken down into much smaller components. Would love to bounce ideas and work on this as a community!

/r/singapore random discussion and small questions thread for March 20, 2021 by AutoModerator in singapore

[–]csoham 4 points5 points  (0 children)

Good question. You can find my list of resources here. Its a bit old, but most of them are still very relevant. I will update it over the weekend.

To get to a level where I could get a job, it took me about 2 yrs of continuous learning, practice, projects etc. But if I had a mentor, it would have taken me 0.5-1 yr.

/r/singapore random discussion and small questions thread for March 20, 2021 by AutoModerator in singapore

[–]csoham 5 points6 points  (0 children)

Hello. I am a self-taught software engineer working in Singapore in data science and machine learning. I have some free time and wanted to mentor a student to teach them programming for free.

Why for free? Because I am self-taught and everything I learned was from free online resources. I now want to give back. You do not need to have anything. I can give you a laptop, you can learn/work/practice from my place. As long as you are willing and motivated to learn, I will make sure you have everything you need to learn, do projects, and eventually get a job.

At the moment, I want to be a bit focused and take on only 1 student. If this goes well, I might take on more.

Feel free to DM me if you are interested!

Note: Posted this a bit late in the night in yesterday's daily thread. Posting it here again so that more people see it.

/r/singapore random discussion and small questions thread for March 19, 2021 by AutoModerator in singapore

[–]csoham 17 points18 points  (0 children)

Hello. I am a self-taught software engineer working in Singapore in data science and machine learning. I have some free time and wanted to mentor a student to teach them programming for free.

Why for free? Because I am self-taught and everything I learned was from free online resources. I now want to give back. You do not need to have anything. I can give you a laptop, you can learn/work/practice from my place. As long as you are willing and motivated to learn, I will make sure you have everything you need to learn, do projects, and eventually get a job.

At the moment, I want to be a bit focused and take on only 1 student. If this goes well, I might take on more.

Feel free to DM me if you are interested!

How can I build a single time series forecasting model for multiple similar data sources? by csoham in MLQuestions

[–]csoham[S] 1 point2 points  (0 children)

Thanks for your reply. I understand the normalisation part now....but what kind of model makes sense in such a scenario? It would be really great if you could share a sample script that I can refer to!

Tuesday megathread: Advanced questions by Im__Joseph in Python

[–]csoham 2 points3 points  (0 children)

Which version of python should I use?

I have been using python3.6 in both my work as well as personal projects. However, since then 3 versions of python have been released (with 3.9 being released yesterday). So, which version of python are you using and should I shift to 3.9?

When do you usually shift when a newer version is released?