[{"data":1,"prerenderedAt":305},["ShallowReactive",2],{"project-22249811":3},{"id":4,"name":5,"line":6,"line_source":7,"title":8,"url":9,"domain":10,"maker":11,"posted_at":12,"year":13,"points":14,"comments":15,"rank_in_year":16,"shown_in_year":17,"top":18,"tier":19,"category":20,"subcategory":21,"format":22,"keywords":23,"reception":28,"sentiment":29,"stance_mix":30,"scored_comments":34,"aspects":35,"strip":43,"post_text":45,"what":46,"said":93,"maker_in_thread":160,"shape":169,"grid":172,"attempts":266,"same_week":267,"maker_shows":38,"maker_hidden":297,"reader_version":298,"card":299},"22249811","Machine Learning Powered Applications (book)","My ML applications book, which HN helped me write (sample chapter) [pdf]","title","Show HN: My ML applications book, which HN helped me write (sample chapter) [pdf]","https:\u002F\u002Fmlpowered.com\u002Fpdf\u002FBMLPA_Chapter_1.pdf","mlpowered.com","e_ameisen",1580928229,2020,272,37,160,3028,6,"legend","learning_science","programming book","other",[24,25,26,27],"machine learning","practical ml","ml product development","oreilly book","mixed",0.271,{"positive":18,"neutral":31,"mixed":32,"critical":33},4,0,3,13,{"docs":36,"idea":37,"execution":39,"pricing":41,"design":42},{"positive":32,"critical":32},{"positive":32,"critical":38},1,{"positive":32,"critical":40},2,{"positive":38,"critical":32},{"positive":38,"critical":32},[32,32,32,32,32,32,32,33,32,44,32,32,32,32,33,32,38,33,32,32,32,32,38,32,33,32,38,32,44,32,44,32,44,32,44,44,32],5,null,{"problem":47,"audience":54,"pricing":45,"motivation":65,"time_to_build":69,"stack":73,"openness":90,"stage":91,"team_size":92},{"value":48,"source":49,"evidence":50},"Applying machine learning to practical products, beyond what ML classes typically cover","maker",[51],{"id":52,"by":11,"text":53},"22249819","I recently published my first book! Writing a book has been a personal goal for the longest time, and Hacker News is the main reason I got to do so. Reading interesting posts on…",{"value":55,"source":56,"evidence":57},"Software engineers and practitioners new to ML building ML products","commenter",[58,62],{"id":59,"by":60,"text":61},"22253682","samwestdev","First of all, congratulation for finishing your book! I've read the TOC and looks really interesting. Is the content accessible for your average software engineer who never…",{"id":63,"by":11,"text":64},"22254033","It should be! The book mostly focuses on how to apply ML in practical concepts, and less about the internal workings of ML methods. I tried to explain the vast majority of ML…",{"value":66,"source":49,"evidence":67},"Long-held goal of writing a book, inspired by posting blog writing to HN",[68],{"id":52,"by":11,"text":53},{"value":70,"source":49,"evidence":71},"18 months to write the book",[72],{"id":52,"by":11,"text":53},[74,84],{"value":75,"source":56,"evidence":76},"Python",[77,81],{"id":78,"by":79,"text":80},"22271959","turndown","I found installing everything to get up and running with this to be effectively impossible; I think using tensorflow 1.15(and therefore requiring everyone to download Python \u003C=…",{"id":82,"by":79,"text":83},"22272069","Yes, it has - I didn't have any other problems, but I did notice you recommending the usage of `pip install -r requirements.txt`. I am by no means an expert in Python, but it is…",{"value":85,"source":49,"evidence":86},"TensorFlow",[87],{"id":88,"by":11,"text":89},"22271991","Sorry to hear that! Has tensorflow been your main issue? It is only used in one of the example notebooks, so you can skip that requirement without too much of an impact. If I can…","unknown","launched","solo",{"praise":94,"objections":109,"requests":124,"questions":132,"alternatives":141},[95,102],{"value":96,"source":56,"evidence":97},"Excellent and recommended for practical ML",[98],{"id":99,"by":100,"text":101},"22254674","truculent","I read this book on the O’Reilly website using their trial period and have also pre-ordered a physical copy. It is excellent and I recommend it to anyone into practical ML.",{"value":103,"source":56,"evidence":104},"Clear, pleasant design",[105],{"id":106,"by":107,"text":108},"22260227","Pwhy1","Looks great, I think I will pick this up. Can I ask a strange question, what font is used for the text in the book? It's very pleasant to look at!",[110,117],{"value":111,"source":56,"evidence":112},"Installing dependencies failed, mainly due to TensorFlow 1.15 and Python version constraints",[113,114],{"id":78,"by":79,"text":80},{"id":115,"by":79,"text":116},"22272750","Unfortunately the changes you did didn't improve my problem, pip insisted again that a correct tensorflow version wasn't available. I was, however, able to download tb-nightly so…",{"value":118,"source":56,"evidence":119},"Doubt that the ML Editor question-quality problem is solvable",[120],{"id":121,"by":122,"text":123},"22254779","protomikron","Congratulations to the release. I am a little bit skeptic about your running example, the \"ML Editor\". A model that helps you asking \"good\" questions, e.g. on StackOverflow.…",[125],{"value":126,"source":56,"evidence":127},"Reader community or Slack group for discussion",[128],{"id":129,"by":130,"text":131},"22256361","haseeb_mohammed","Congratulations! Do you have a slack or some other place to group together readers of this book to discuss? I'd love to poke other readers' (and yours) brains as I go through this.",[133,137],{"value":134,"source":56,"evidence":135},"Whether the book is accessible to engineers without ML background",[136],{"id":59,"by":60,"text":61},{"value":138,"source":56,"evidence":139},"Which font is used in the book",[140],{"id":106,"by":107,"text":108},[142,153],{"value":143,"source":56,"evidence":144},"O'Reilly Safari learning platform",[145,149],{"id":146,"by":147,"text":148},"22254042","cplat","Congrats on writing the book! As I'm a student of GeorgiaTech, I have access to Oreilly's Safari. I just found the book over there and am looking forward to reading it.",{"id":150,"by":151,"text":152},"22265633","stefanpie","Do all Georgia Tech students have access to the Safari? (coming from a fellow GT student)",{"value":154,"source":56,"evidence":155},"Self-publishing on Leanpub",[156],{"id":157,"by":158,"text":159},"22256360","MrPowers","Congrats! Did O'Reilly give you valuable technical feedback while you were writing the book? I was in talks with publishers, but decided to self-publish…",{"comments":161,"answered":162,"key":163},12,8,[164,165,168],{"id":52,"text":53},{"id":166,"text":167},"22256993","O'Reilly did organize the tech review process, where they found multiple reviewers to give detailed feedback on every part of the book. The O'Reilly staff themselves helped…",{"id":63,"text":64},{"commenters":170,"max_depth":18,"maker_replies":161,"first_comment_mins":38,"lifespan_hours":171},22,267,[173,175,179,182,185,189,192,195,197,198,200,203,206,207,211,213,215,217,221,224,226,230,233,235,237,239,241,242,244,248,250,252,255,256,258,260,263],[52,32,32,174,11,38],"maker\u002Fpositive\u002Fnone",[176,32,32,177,178,32],"22253737","commenter\u002Fneutral\u002Fnone","TheSpiceIsLife",[180,32,32,177,181,32],"22254360","Rainymood",[183,32,32,177,184,32],"22258191","yters",[186,32,32,187,188,32],"22255000","other\u002Fneutral\u002Fnone","jackkinsella",[190,32,32,187,191,32],"22255651","matsemann",[193,32,32,187,194,32],"22256301","k__",[157,32,33,196,158,32],"maker\u002Fneutral\u002Fdocs",[166,32,32,196,11,38],[146,38,44,199,147,32],"project\u002Fpositive\u002Fnone",[201,38,32,202,130,32],"22256345","commenter\u002Fpositive\u002Fnone",[204,38,32,202,205,32],"22256991","isop",[150,38,32,177,151,32],[208,38,32,209,210,32],"22343906","other\u002Fneutral\u002Fpricing","guiambros",[59,40,33,212,60,32],"project\u002Fneutral\u002Fdocs",[63,40,32,214,11,38],"project\u002Fpositive\u002Fdocs",[121,33,38,216,122,32],"project\u002Fcritical\u002Fidea",[218,33,33,219,220,32],"22255032","project\u002Fneutral\u002Fidea","IanSanders",[222,33,32,223,11,38],"22256859","project\u002Fpositive\u002Fidea",[225,33,32,219,11,38],"22256956",[227,33,32,228,229,32],"22257627","commenter\u002Fneutral\u002Fidea","bordercases",[231,31,32,187,232,32],"22255383","DrNuke",[78,44,38,234,79,32],"project\u002Fcritical\u002Fexecution",[88,44,32,236,11,38],"maker\u002Fneutral\u002Fexecution",[82,44,33,238,79,32],"project\u002Fneutral\u002Fexecution",[240,44,32,236,11,38],"22272183",[115,44,38,234,79,32],[243,44,32,236,11,38],"22273383",[245,18,44,246,247,32],"22255938","project\u002Fpositive\u002Fpricing","OnACoffeeBreak",[249,18,32,174,11,38],"22256806",[129,251,44,199,130,32],7,[253,251,32,254,11,38],"22256885","maker\u002Fneutral\u002Fnone",[99,162,44,199,100,32],[257,162,32,174,11,38],"22256887",[259,162,44,174,100,32],"22271258",[106,261,44,262,107,32],9,"project\u002Fpositive\u002Fdesign",[264,261,32,265,11,38],"22261347","maker\u002Fneutral\u002Fdesign",[],[268,273,278,282,287,292],{"id":269,"name":270,"points":271,"category":272},"22200584","Regex Cheatsheet",499,"dev_tools",{"id":274,"name":275,"points":276,"category":277},"22210046","Visa List (LGBT+ travel rankings)",186,"consumer_social",{"id":279,"name":280,"points":281,"category":277},"22244109","Camp Fire",151,{"id":283,"name":284,"points":285,"category":286},"22192155","Mailcoach",149,"web_saas",{"id":288,"name":289,"points":290,"category":291},"22233457","Hacker News Trends",137,"data",{"id":293,"name":294,"points":295,"category":296},"22210782","Heimdall",130,"productivity",false,"v2",{"id":300,"name":5,"line":6,"ai":297,"cat":20,"year":13,"points":14,"comments":15,"rec":28,"s":301,"top":18,"kw":302,"maker":11,"domain":10,"tier":19,"attempts":32,"strip":303,"url":9,"mix":304,"praise":96,"objection":111,"sub":21},22249811,0.27,[24,25,26,27],"0000000305000030130000103010505050550",[18,31,32,33],1794036586254]