Guidance on Machine Learning for Mechanical and Aerospace Engineering

AI Discussions
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I would like to seek some guidance on the courses required for Machine and Deep Learning for Mechanical Engineers.

Since Machine Learning and Deep Learning are evolving every branch of engineering, I would like to seek some guidance.

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I don’t know of any curricula here that are specific to Mech E or Aero applications. But if you want to learn the general fundamentals of ML/DL, the recommended sequence is:

  1. The Machine Learning Specialization
  2. The Deep Learning Specialization

In that order. MLS is the introduction and covers more types of algorithms to give you both an intro and an overview of the field. Then DLS goes much deeper (pun intended) into the various kinds of neural network algorithms.

Once you complete those two, then you have lots of other choices about where to go from there based on your goals and interests.

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Thank you for your insightful response!!!

I am currently doing Deep Learning Specialization.

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@Anirudh_Kodange earlier, I was going to suggest-- I’ve really only been an Autodesk user (so never tried Dassault aka Solidworks, say, and am thus less familiar).

But I know Autodesk has ‘Autodesk University’ https://www.autodesk.com/autodesk-university/.

I mean I grant their main goal in this is instructing people on how to use their products, though they also have a forum over there.

Seeing some of their advancements might give you some ideas, and who knows you might meet someone on the forum and get more advice on which particular areas are worth further study for ME/AE.

None of this, however, precludes what Paul suggests in taking the MLS and DLS courses here as these consist really of the ‘prerequisite basics’ you will need before diving into knowledge domain specific applications.

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@Nevermnd , thanks for the response.

After completing Deep Learning Specialization, I will seek more guidance.

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@Nevermnd and @paulinpaloalto
I finished Deep Learning Specialization except Convolutional Neural Network and Sequence Models

Based on Data Science Engineers in Mechanical and Aerospace domain, we use only regression/classification and data analysis so far.

I would like to seek more guidance on what should be next path in Mechanical and Aerospace domain.

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@Anirudh_Kodange good. Unfortunately this now ventures beyond the domain of my experience (interest) :grin: So you will have to ask someone else;

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@Nevermnd Thank you for your response

I will look into some research papers and move forward

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@Anirudh_Kodange if you wanted to try something ‘really wild’ though, I am not sure why OpenSCAD (https://openscad.org/) could not be brought into the LLM world.

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Thanks, I will research about it