Machine Learning for Humans: A Beginner's Guide to AI/ML
1–10 of 11 posts
Re: Machine Learning for Humans: A Beginner's Guide to AI/ML
#2A slightly-off topic note:
There's often complaints on posts like these that adding Machine Learning to any HN submission title will result in instant upvotes.
Yesterday, I built a deep learning model which can predict the optimal time to submit a post to Hacker News to maximize point score, and also predict the general probability of hitting the front page. In the context of this post, incidentally, the title is too verbose; both the point potential and and prob of hitting the front page is higher if only using the second half (w/o the explicit "Machine Learning" invocation): http://i.imgur.com/5vOTTXo.png
Re: Machine Learning for Humans: A Beginner's Guide to AI/ML
#3A slightly-off topic note: There's often complaints on posts like these that adding Machine Learning to any HN submission title will result in instant upvotes. Yesterday, I built a deep learning model which can predict the optimal time to submit a post to Hacker News to maximize point score, and also predict the general probability of hitting the front page. In the context of this post, incidentally, the title is too…
Is that Jupyter?
I'm kind of a python/ML newb, am curious to know: when doing ML stuff, do you guys usually do it interactively with Jupyter? The whole process of preprocessing, graphing, reducing dimensions, ML... do you prefer to do it one-by-one in Jupyter or Jupyter-like envrionment vs. just make one big python script? Just curious about common workflows.
Re: Machine Learning for Humans: A Beginner's Guide to AI/ML
#4A slightly-off topic note: There's often complaints on posts like these that adding Machine Learning to any HN submission title will result in instant upvotes. Yesterday, I built a deep learning model which can predict the optimal time to submit a post to Hacker News to maximize point score, and also predict the general probability of hitting the front page. In the context of this post, incidentally, the title is too…
Is that Jupyter? I'm kind of a python/ML newb, am curious to know: when doing ML stuff, do you guys usually do it interactively with Jupyter? The whole process of preprocessing, graphing, reducing dimensions, ML... do you prefer to do it one-by-one in Jupyter or Jupyter-like envrionment vs. just make one big python script? Just curious about common workflows.
Correct. For common workflows, see my post comparing Jupyter Notebooks and R Notebooks: http://minimaxir.com/2017/06/r-notebooks/
Never do data analysis in "one big Python script" if you value your sanity.
Re: Machine Learning for Humans: A Beginner's Guide to AI/ML
#5IMHO HN is getting saturated with these articles. It's all good, I know that's it's a popular subject. So, just and observation.
Re: Machine Learning for Humans: A Beginner's Guide to AI/ML
#6This looks pretty nice on a brief skim. Would love if it was packaged as an ebook rather than a bunch of medium posts.
Re: Machine Learning for Humans: A Beginner's Guide to AI/ML
#7IMHO HN is getting saturated with these articles. It's all good, I know that's it's a popular subject. So, just and observation.
I agree with this. If we're talking about the same thing, many of these are "Machine learning for hackers" type articles and only give a superficial exposure of machine learning with the implicit promise of quick and easy mastery. The problem is, there's really only one way to master this stuff and it's to open up a textbook and study hard. You really need to get a rigorous treatment of the theory to understand machine learning.
Re: Machine Learning for Humans: A Beginner's Guide to AI/ML
#8IMHO HN is getting saturated with these articles. It's all good, I know that's it's a popular subject. So, just and observation.
I agree with this. If we're talking about the same thing, many of these are "Machine learning for hackers" type articles and only give a superficial exposure of machine learning with the implicit promise of quick and easy mastery. The problem is, there's really only one way to master this stuff and it's to open up a textbook and study hard. You really need to get a rigorous treatment of the theory to understand machi…
Can you recommend any particular textbook on the subject you like?
Re: Machine Learning for Humans: A Beginner's Guide to AI/ML
#9IMHO HN is getting saturated with these articles. It's all good, I know that's it's a popular subject. So, just and observation.
I agree also I keep seeing so many articles, tutorials, guides, etc on how to do machine learning, neural nets, a.i., etc. It's like so... which one is the right one, or which one can actually get me from A to Z the easiest.
Re: Machine Learning for Humans: A Beginner's Guide to AI/ML
#10This looks pretty nice on a brief skim. Would love if it was packaged as an ebook rather than a bunch of medium posts.
They have a link at the bottom of the page where you can send them an email to get a pdf. You might receive more than just the pdf...