Honest question: is ML/DS something you can just pick up and be hired[0]? May be I'm ignorant, but I'd think employers would look for a degree in some related field to actually consider you for a position doing it. [0] As in how you can pick up web hacking, do a few websites and create a reputation and get hired that way without a formal degree.
Free Data Science Books
51–60 of 63 posts
Re: Free Data Science Books
#52It's my opinion that our educational process is a bit too heavy on algorithms and languages while being a bit too light on data structures.
I like to brush up on this subject matter from time to time just to keep myself sharp.
Re: Free Data Science Books
#53Earlier quoted context omitted.
What makes it seem like Python for Data Analysis is a pirated copy? I figured since it was hosted from Canisius College it would be legally distributed. I don't want to host pirated content, so if it is I will remove it.
The book is not listed at http://www.oreilly.com/openbook/ Also the PDF has a link to a notorious ebook pirate platform on every page. If you really believe content on college pages is legal, you must be very naive. I've never seen a naive webmaster that uses domain privacy though.
What surprised me is that the owner of the Canisius page appears to be teaching staff rather than a student. The other books hosted there seem to be legitimately freely available, however, so I'm guessing that was also a naive mistake.
Re: Free Data Science Books
#54Is anybody aware of good books/resources on machine learning/data science in Matlab? My SO has been trying to learn ML to further her work for a couple months now, and has had a hard time with it. She quite intelligent, but isn't a terribly experienced programmer (she's been writing Matlab for a couple years now, but mostly in a scientific setting)... Either way, I suspect part of the problem is that most of the expl…
https://cloudacademy.com/amazon-web-services/courses/amazon-...
(Hand-crafted by data and code guru James Counts)
Re: Free Data Science Books
#55Why are you hijacking my scroll speed... Your "smooth-scroll" library is completely breaking my touchpad scroll with an Acer c720 Chromebook. One slight movement (which should be a few pixels scroll) is moving me over half-way down the screen. Makes your site unusable with this touchpad as accidental scrolling sometimes happens and moves the screen a whole page away, especially when trying to right click open links b…
Re: Free Data Science Books
#56Although the post gives a link to the Amazon page of the book, PDFs of the chapters are free to download at the official book web site[1].
Re: Free Data Science Books
#57Re: Free Data Science Books
#58Although, there is no denying that this is a valuable resource but I have started to get turned off by a list of n books to learn something - they can be valuable but it is undeniable that they can also be overwhelming and perplex someone about how to get started. I believe technical books should be used to complement your knowledge of the field not to get started in it. For eg, "Secrets of the JavaScript Ninja" will…
Re: Free Data Science Books
#59I noticed something last night while watching the Djokovic US Open quarter-final. It featured an "IBM Insights" segment which claimed to have mined 8 years worth of Majors competitions to generate stats. And one interesting result it was able to produce went something like this: if Djokovic is able to return only 25% of his opponents serves, then in 85% of past matches it has resulted in victory for him. The implicat…
This isn't too far from the logic: "How can we win this game? Score more points than the other team". I suppose the more interesting thing would be to compare the same correlation across players.
Re: Free Data Science Books
#60I noticed something last night while watching the Djokovic US Open quarter-final. It featured an "IBM Insights" segment which claimed to have mined 8 years worth of Majors competitions to generate stats. And one interesting result it was able to produce went something like this: if Djokovic is able to return only 25% of his opponents serves, then in 85% of past matches it has resulted in victory for him. The implicat…