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🟠 10 things I wish I knew before trying to use machine learning

🟠 10 things I wish I knew before trying to use machine learning

things everyone in the AI industry expects you to know

Eva Rtology's avatar
Eva Rtology
Mar 25, 2022
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MLearning.ai Art
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🟠 10 things I wish I knew before trying to use machine learning
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Hey, my name is Eva, and I'm going to tell you how my life drastically changed for the better, thanks to the Mlearning.ai internship. I feel like I owe all my ML understanding to Mlearning.ai because they found me and gave me a great opportunity that I never even thought existed, but here goes:

Data scientists are hired for their problem-solving creativity, not just the ability to use ML. Unfortunately, the university's performance as a teacher of machine learning is terrible. Out-of-date information, and they focus on the least important aspects.

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TL;DR:

1. ML cannot exist without context

2. Evaluate the model, then create it

3. You're doing it wrong if you don't use the chain rule when doing backpropagation.

4. LSTMs are not a silver bullet. Nobody cares if you apply an LSTM to a task that…

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