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PDF Editor FAQ

What do grad students in math do all day? Do they just sit at their desk and think?

The first year or two:Take intro level classes, study (for exams and/or quals and/or prelims), do homework, read books, talk to professors and other grad students, attend seminars (and not understand anything), try to find an advisor and/or area to specialize in, teach classes, drink coffee.The next couple years:Take advanced classes (no homework! yay...), work on small projects, read books and research papers, talk to professors and other grad students, talk to your advisor, go to conferences, attend seminars (and start to understand a few things), give talks in learning seminars, teach classes, drink coffee.The last couple years:Work on bigger projects, write research papers (assuming your research projects are successful...), read books and research papers, talk to professors and other grad students, talk to your advisor, go to conferences, attend seminars, give talks in seminars, teach classes, drink coffee.EDIT: I think I should probably expand on this a bit. I've listed the typical daily activities of a math grad student, but I haven't really tied it together in terms of any "big picture". So here it is --The primary purpose of grad school in math is to learn how to do research, to do research, and to write a thesis. The other things, like teaching and classes, are important but they are ultimately secondary. Working on research projects is really the most significant, important, and difficult thing that math grad students do -- or are supposed to do :-).It doesn't seem to me that research in math (or any other subject for that matter) follows any linear path or formula, but generally it does involve a lot of reading, talking and discussing, as well as, yes, sitting and thinking. Or lying down and thinking. Or walking and thinking. But the thinking does not have to be, and often isn't, as solitary as it is in the stereotypical image of a mathematician. (Be sure, though, to try to pick a good and helpful advisor, and try to surround yourself with smart and helpful peers.)For some excellent advice from some people who are infinitely more qualified than I am to speak on such matters, check out the "Advice to a Young Mathematician" from the Princeton Encyclopedia of Mathematics: http://press.princeton.edu/chapters/gowers/gowers_VIII_6.pdf

What's the best way to get experience with machine learning and data science?

This is what I would do in your situation:Step 1: Take the machine learning course in your school, and get involved in a course project or research to apply your learnings to a cool application. If the course offered at your school does not have a project component, you can always do a fun project yourself on the side or help a grad student in his/her research.Step 2: Start helping a senior grad student in their research and get involved in a lab doing ML research. You may feel that you don’t have the skills/experience to contribute much initially, but that is OK. Just by being involved in a project and observing how grad students approach an ML problem you’ll learn a lot.Step 3: Check out some of the cool competitions on Kaggle and try to build a solution that gets in the top 10. Start with an easy Kaggle problem. Also, do check out the best solution for the problem to get ideas on how they solved it.Step 4: Try to get into a good MS program or a job in industry and spend time working on ML problems, more coursework/course projects, etc. Also spend time reading the latest research papers in top ML conferences like NIPS, ICML, ACL, CVPR, KDD, etc.This looks like a long and arduous route, but learning anything takes a lot of time and doing Machine Learning is hard. However, as hard as Machine Learning might be, it’s also (in my opinion) extremely rewarding in that you get to work on really cool projects like teaching a machine to recognize handwritten digits, understand spoken language, or the sentiment of a paragraph of text, and the list goes on and on.All the best for your upcoming ML journey!

What are all the software and sites that every researcher should know?

Hello everyone!!I’m a Legal Researcher, hence my answer might be more useful for the students of and researchers in law.NetworkingGmailLinkedIn: Log In or Sign Up (Professional networking. Flaunt your credentials and connect with great people).ORCID (Get that one digital identifier to distinguish you from all other researchers across the world. Use the ID in all your correspondences and get noticed).Material Collection (Books)pdfdrive.comDigital Library of Free & Borrowable Books, Movies, Music & Wayback Machine (Internet archives)Directory of Open Access BooksProject GutenbergMaterial Collection (Articles)ResearchGate | Find and share research (share your research and access others’ also)Google ScholarJSTOR HomeDirectory of Open Access Journalshttp://epgp.inflibnet.ac.in/ (e-PG Pathshala)http://liiofindia.org (Legal Information Institute of India)Open Access (Open access at Oxford University Press)Material Collection (Case Laws)bailii.orgDecided cases - The Supreme CourtUS Case Lawindiankanoon.orgwww.manupatrafast.inTheses & Dissertationsshodhganga.inflibnet.ac.in (Shodhganga)Open Access Theses and DissertationsForeign ArchivesThe National Archives (UK)Legal WritingTo improve the language used in your research paper powerthesaurus.orgGrammar Check grammarly.comOnline Dictionaries:Find definitions, translations, and grammar explanations at Oxford Learner's DictionariesCambridge Dictionary | English Dictionary, Translations & ThesaurusDictionary by Merriam-Webster: America's most-trusted online dictionaryDefinitions, Meanings, Synonyms, and Grammar by Oxford Dictionary on Lexico.comReference managementzotero.orgmendeley.comMiscellaneousConsortium for Academic and Research Ethics (Journals under the UGC CARE list for possible publication of your research)India Code: Home (digital repository of all Indian legislations)Please Comment if you have any other suggestions!!Thank you and wish you all the best!!

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