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| for_members [2024/03/01 17:10] – [General guidelines for conducting research in the Oncinfo Lab] habil | for_members [2024/04/16 16:07] (current) – [Some references] admin |
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| ==== Some references ==== | ==== Some references ==== |
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| - Two machine learning bibles, which summarize important topics in the field up to 2005: Bishop ({{:bishop-pattern_recongnition_and_machine_learning-1.pdf|1}},{{:bishop-pattern_recongnition_and_machine_learning-2.pdf|2}} ) and [[http://statweb.stanford.edu/~tibs/ElemStatLearn/download.html|Hasite et al.]]. Anwar's cheat [[https://medium.com/swlh/cheat-sheets-for-machine-learning-interview-topics-51c2bc2bab4f|sheets]]. | - Two machine learning bibles, which summarize important topics in the field up to 2005: Bishop ({{:bishop-pattern_recongnition_and_machine_learning-1.pdf|1}},{{:bishop-pattern_recongnition_and_machine_learning-2.pdf|2}} ) and [[http://statweb.stanford.edu/~tibs/ElemStatLearn/download.html|Hasite et al.]]. Anwar's cheat [[https://medium.com/swlh/cheat-sheets-for-machine-learning-interview-topics-51c2bc2bab4f|sheets]]. A [[https://docs.google.com/spreadsheets/d/1AK8lqS-ztMhh8YoOaQ7ScIZmabrQ5AFxAyXKwYWiT04/edit#gid=0|list]] of some of the best courses in ML. |
| - An old list of computational biology [[https://docs.google.com/document/d/1fxqgQgsxf6Xd-8p0DUTyOGkeWNI5REW4zk1FXTxi2_I/edit|books]]. If you would like to have a hard copy of any these books or other books useful to your training and research, even in areas like psychology and management, please let Habil know. Molecular Biology of the Cell, by [[https://www.amazon.com/Molecular-Biology-Sixth-Bruce-Alberts/dp/0815345240|Alberts]] et al, is a good self-contained book starting from basic biology concepts like DNA and ending in describing complex pathways and mechanisms like immune system ({{:screen_shot_2021-03-29_at_1.05.18_pm.png?linkonly|contents}}, {{:molecular_biology_of_the_cell_6th_editio.pdf|pdf}} ). | - An old list of computational biology [[https://docs.google.com/document/d/1fxqgQgsxf6Xd-8p0DUTyOGkeWNI5REW4zk1FXTxi2_I/edit|books]]. If you would like to have a hard copy of any these books or other books useful to your training and research, even in areas like psychology and management, please let Habil know. Molecular Biology of the Cell, by [[https://www.amazon.com/Molecular-Biology-Sixth-Bruce-Alberts/dp/0815345240|Alberts]] et al, is a good self-contained book starting from basic biology concepts like DNA and ending in describing complex pathways and mechanisms like immune system ({{:screen_shot_2021-03-29_at_1.05.18_pm.png?linkonly|contents}}, {{:molecular_biology_of_the_cell_6th_editio.pdf|pdf}} ). |
| - [[https://www.biostars.org/|Biostars]] is a good forum, similar to Stack Overflow in structure, but focused on bioinformatics and Computational Biology. | - [[https://www.biostars.org/|Biostars]] is a good forum, similar to Stack Overflow in structure, but focused on bioinformatics and Computational Biology. |
| - [[http://stephenturner.us/edu.html|Lists 1]] and [[https://www.r-bloggers.com/2013/04/list-of-bioinformatics-workshops-and-training-resources/|2]] of bioinformatics workshops. | - [[http://stephenturner.us/edu.html|Lists 1]] and [[https://www.r-bloggers.com/2013/04/list-of-bioinformatics-workshops-and-training-resources/|2]] of bioinformatics workshops. |
| - A 5-minutes introduction to next-generation sequencing [[https://www.youtube.com/watch?annotation_id=annotation_228575861&feature=iv&src_vid=womKfikWlxM&v=fCd6B5HRaZ8|video]]. | - A 5-minutes introduction to next-generation sequencing [[https://www.youtube.com/watch?annotation_id=annotation_228575861&feature=iv&src_vid=womKfikWlxM&v=fCd6B5HRaZ8|video]]. |
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| ==== Fun stuff ==== | ==== Fun stuff ==== |
