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OpenAI’s engineers believe AGI will dawn on us over the next several decades https://www.technologyreview.com/2020/02/17/844721/ai-openai-moonshot-elon-musk-sam-altman-greg-brockman-messy-secretive-reality/ . Do you believe the ai revolution will be built on top of modern self supervised architectures (GANs/Transformers) or are we going to rethink our design of artificial neural networks?
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Courses , even costly ones, won't help you get a leg up on MS and phd holders of this field.
AI isn't a SWE role. The initiation is tough , let alone to get to the level of developing AI tools/SW.
You need to do the basics rights.
Shore up on math - probability, statistics, matrix algebra and then look into application of math in ML.
This would be your error functions, activation functions etc. Which are all based on math.
If you're just using packages to build something that is not true ml or ai development.
Yet this is what online courses teach you to do and that's a waste of your money and time.
Do it right, there are no shortcuts to become a ML engineer..
Thanks Nielsen 1