Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136900221> ?p ?o ?g. }
- W3136900221 abstract "Deep learning (DL) has gained much attention and become increasingly popular in modern data science. Computer scientists led the way in developing deep learning techniques, so the ideas and perspectives can seem alien to statisticians. Nonetheless, it is important that statisticians become involved—many of our students need this expertise for their careers. In this paper, developed as part of a program on DL held at the Statistical and Applied Mathematical Sciences Institute, we address this culture gap and provide tips on how to teach deep learning to statistics graduate students. After some background, we list ways in which DL and statistical perspectives differ, provide a recommended syllabus that evolved from teaching two iterations of a DL graduate course, offer examples of suggested homework assignments, give an annotated list of teaching resources, and discuss DL in the context of two research areas." @default.
- W3136900221 created "2021-03-29" @default.
- W3136900221 creator A5022486615 @default.
- W3136900221 creator A5057464621 @default.
- W3136900221 creator A5076040083 @default.
- W3136900221 creator A5079411499 @default.
- W3136900221 creator A5079617707 @default.
- W3136900221 creator A5087980287 @default.
- W3136900221 date "2021-03-23" @default.
- W3136900221 modified "2023-10-16" @default.
- W3136900221 title "A Statistician Teaches Deep Learning" @default.
- W3136900221 cites W1169584916 @default.
- W3136900221 cites W1614597761 @default.
- W3136900221 cites W1902237438 @default.
- W3136900221 cites W1994616650 @default.
- W3136900221 cites W2062017159 @default.
- W3136900221 cites W2076462394 @default.
- W3136900221 cites W2087258353 @default.
- W3136900221 cites W2097117768 @default.
- W3136900221 cites W2103496339 @default.
- W3136900221 cites W2137983211 @default.
- W3136900221 cites W2412782625 @default.
- W3136900221 cites W2543927648 @default.
- W3136900221 cites W2557738935 @default.
- W3136900221 cites W2560439068 @default.
- W3136900221 cites W2568927912 @default.
- W3136900221 cites W2581082771 @default.
- W3136900221 cites W2607941059 @default.
- W3136900221 cites W2744241569 @default.
- W3136900221 cites W2759690896 @default.
- W3136900221 cites W2760946358 @default.
- W3136900221 cites W2765722795 @default.
- W3136900221 cites W2767547957 @default.
- W3136900221 cites W2772723798 @default.
- W3136900221 cites W2775283290 @default.
- W3136900221 cites W2786232134 @default.
- W3136900221 cites W2787894218 @default.
- W3136900221 cites W2788527767 @default.
- W3136900221 cites W2791242285 @default.
- W3136900221 cites W2795342689 @default.
- W3136900221 cites W2798302089 @default.
- W3136900221 cites W2799441690 @default.
- W3136900221 cites W2800777678 @default.
- W3136900221 cites W2803704088 @default.
- W3136900221 cites W2890084680 @default.
- W3136900221 cites W2908541468 @default.
- W3136900221 cites W2911462778 @default.
- W3136900221 cites W2946185430 @default.
- W3136900221 cites W2959995783 @default.
- W3136900221 cites W2963324947 @default.
- W3136900221 cites W2963518130 @default.
- W3136900221 cites W2963643655 @default.
- W3136900221 cites W2964152294 @default.
- W3136900221 cites W2964657045 @default.
- W3136900221 cites W2964696298 @default.
- W3136900221 cites W2980472264 @default.
- W3136900221 cites W2981207549 @default.
- W3136900221 cites W2982316857 @default.
- W3136900221 cites W2998175747 @default.
- W3136900221 cites W3011742849 @default.
- W3136900221 cites W3022552533 @default.
- W3136900221 cites W3031729501 @default.
- W3136900221 cites W3083720136 @default.
- W3136900221 cites W3098166093 @default.
- W3136900221 cites W3098949126 @default.
- W3136900221 cites W3100156752 @default.
- W3136900221 cites W3103557498 @default.
- W3136900221 cites W3125537303 @default.
- W3136900221 cites W4206410067 @default.
- W3136900221 cites W4211047985 @default.
- W3136900221 cites W4235154690 @default.
- W3136900221 cites W4235606958 @default.
- W3136900221 cites W4236362309 @default.
- W3136900221 doi "https://doi.org/10.1007/s42519-021-00193-0" @default.
- W3136900221 hasPublicationYear "2021" @default.
- W3136900221 type Work @default.
- W3136900221 sameAs 3136900221 @default.
- W3136900221 citedByCount "2" @default.
- W3136900221 countsByYear W31369002212022 @default.
- W3136900221 countsByYear W31369002212023 @default.
- W3136900221 crossrefType "journal-article" @default.
- W3136900221 hasAuthorship W3136900221A5022486615 @default.
- W3136900221 hasAuthorship W3136900221A5057464621 @default.
- W3136900221 hasAuthorship W3136900221A5076040083 @default.
- W3136900221 hasAuthorship W3136900221A5079411499 @default.
- W3136900221 hasAuthorship W3136900221A5079617707 @default.
- W3136900221 hasAuthorship W3136900221A5087980287 @default.
- W3136900221 hasBestOaLocation W31369002212 @default.
- W3136900221 hasConcept C105795698 @default.
- W3136900221 hasConcept C108583219 @default.
- W3136900221 hasConcept C145420912 @default.
- W3136900221 hasConcept C151730666 @default.
- W3136900221 hasConcept C154945302 @default.
- W3136900221 hasConcept C15744967 @default.
- W3136900221 hasConcept C19417346 @default.
- W3136900221 hasConcept C2522767166 @default.
- W3136900221 hasConcept C2779343474 @default.
- W3136900221 hasConcept C2779677306 @default.
- W3136900221 hasConcept C3020528894 @default.
- W3136900221 hasConcept C33923547 @default.