Zviri Mukati[Viga][Ratidza]
- 1. Superintelligence: Nzira, Njodzi, Mazano naNick Bostrom
- 2. Artificial Intelligence: A Modern Approach naPeter Norvig naStuart Russell
- 3. T-Minus AI: Kuverengera kweHumanity kuenda kuArtificial Intelligence uye Kutsvaga Kutsva kweSimba reNyika naMichael Kanaan.
- 4. The Master Algorithm by Pedro Domingos
- 5. Maoko-PaMuchina Kudzidza neScikit-Dzidza, Keras, uye TensorFlow naAurélien Géron
- 6. Kutsvaga kweArtificial Intelligence naNils J. Nilsson
- 7. Godel, Escher, Bach naDouglas Hofstadter
- 8. Kudzidza Kwakadzika naIan Goodfellow
- 9. Dambudziko Rekupedzisira: Nyaya yaWatson, Kombuta Inoshandura Nyika Yedu naStephen Baker.
- 10. The Emotion Machine: Commonsense Kufunga, Artificial Intelligence, uye Ramangwana reMunhu Pfungwa naMarvin Minsky
- 11. Hupenyu 3.0: Kuve Munhu muZera reArtificial Intelligence naMax Tegmark
- 12. Zvombo zveKuparadza Masvomhu naCathy O'Neil
- 13. Kana Zvadaro: Sei Simulmatics Corporation Yakagadzira Ramangwana naJill Lepore
- 14. The Annotated Turing naCharles Petzold
- 15. Dambudziko rekugadzirisa: Kudzidza kweMichina uye Hunhu Hwevanhu naBrian Christian
- 16. Kutaura uye Mutauro Kugadziriswa naDaniel Jurafsky naJames Martin
- 17. Ko Androids Inorota Makwai Emagetsi? naPhilip K. Dick
- 18. The Diamond Age by Neal Stephenson
- 19. Avogadro Corp: Humwe Humwe Hwava Pedyo Nekupfuura Zvahunoratidzika naWilliam Hertling
- 20. Ini, Robhoti naIsaac Asimov
- mhedziso
Zviri kuita nyore kuita kuti michina iite zvine hungwaru.
Semuenzaniso, masocial media algorithms anoita seanokuziva iwe kupfuura shamwari dzako nemhuri. Michina yave kutsiva vashandi vasina hunyanzvi.
Pamusoro pezvo, zvave kunetsa kutaurira mavara anogadzirwa nekombuta kubva kumunhu. AI iri kukurumidza kuwanika kwose kwose.
Ichi chinyorwa chinoongorora makumi maviri emabhuku makuru pamusoro pehungwaru hwekugadzira iwe unogona kuverenga.
Aya mabasa anotangira kubva kumanovhero akaumba kunzwisiswa kweveruzhinji kweAI kusvika kune yakazara madhairekitori ekunzwisisa mbiru mazano emunda.
Mamwe emabhuku aya ndeenhoroondo. Aya mabhuku anofumura kuti mainjiniya ekutanga nemasainzi emakombuta akavaka sei masisitimu akangwara epayona.
Mamwe mabhuku pamusoro pehungwaru hwekugadzira pane iyi runyorwa anoongorora huzivi uye tsika dzetekinoroji.
Verenga kuti uwane mabhuku akanakisa anogutsa kuda kuziva kwako nezveAI.
1. Superintelligence: Nzira, Njodzi, Mazano naNick Bostrom
Nick Bostrom muzivi akaberekerwa kuSweden anozivikanwa nebasa rake panjodzi dzehungwaru. Parizvino ndiMuzvinafundo paOxford University semutungamiriri weFuture of Humanity Institute.
Bhuku rake Superintelligence kuedza kwekuda kuratidza mamiriro eAI. Inobata misoro yakaita semaoracles, instrumental convergence, hungwaru hwakabatana, uye hutsotsi hwepfungwa.
Bostrom inofunga kana zvichikwanisika kugadzira AI isingambove kunze kwekutonga kwedu.
Kana iwe uchida kuziva zvakawanda nezve nyaya dzinopihwa neAI kune ramangwana redu, bhuku rino inzvimbo yakanaka yekutanga.
Inowanikwa muOdhiyo paBlinkist →
2. Artificial Intelligence: A Modern Approach naPeter Norvig naStuart Russell
Iri bhuku rechidzidzo sumo yakazara kune theoretical uye inoshanda divi reungwaru hwekugadzira. Inowanzo shandiswa sebhuku rinoperekedza kune undergraduate kana graduate-level makosi.
Inovhara huwandu hwakawanda hwemisoro, kusanganisira kudzidza muchina, kudzidza kwakadzama, marobhoti, kugadzirisa mutauro wechisikigo, uye probabilistic programming.
Iyo yakakura muhukuru, inokodzera akawanda emisoro mumapeji anopfuura zana nezana.
Kana uri kufunga kutsvaga kosi inofamba zvakanaka nebhuku rino, unogona kutarisa UC Berkeley's CS188 kosi.
3. T-Minus AI: Kuverengera kweHumanity kuenda kuArtificial Intelligence uye Kutsvaga Kutsva kweSimba reNyika naMichael Kanaan.
T-Minus AI inoongorora nyika yeAI kuburikidza nemaonero akatarisana nevanhu. Kanaan inotarisa mune zvepasi rose zvinorehwa neAI kuburikidza neazvino tsika uye nyika nyaya.
Anotaura China ichishandisa AI kuzadzisa simba rayo rekutonga. Anotarisa kuti Russia iri kutanga sei kushandisa AI nemauto ayo.
Munyori Michael Kanaan anogovera maonero ake senyanzvi inozivikanwa uye US Air Force sachigaro weArtificial Intelligence.
T-Minus AI inofanirwa-kuverenga kudana-kune-maoko inokudzidzisa pane geopolitical simba AI inaro.
4. The Master Algorithm by Pedro Domingos
Kudzidza kwemichina kuri kuchinja nyika, asi maitiro ayo ehunyanzvi anowanzo kufukidza pfungwa dzehungwaru kuseri kwemasvomhu. Iyo Master Algorithm inonakidza, iri nyore-kuverenga rwendo kuburikidza nemazano ari kumashure kwekudzidza muchina.
Pedro Domingos purofesa wesainzi yekombuta paYunivhesiti yeWashington uye akahwina mubairo weSIGKDD Innovation Award, mumwe wemibairo yepamusoro-soro musainzi yedata.
Anokweretesa hunyanzvi hwake kugadzira gwara rinodzidzisa pane matekinoroji ane simba tech hofori seGoogle neAmazon.
Iyo eponymous Master Algorithm inoreva kune ramangwana mudzidzi wepasirese, iyo Domingos inofanotaura ichanyatso shandura nharaunda yedu.
5. Maoko-PaMuchina Kudzidza neScikit-Dzidza, Keras, uye TensorFlow naAurélien Géron
Kana iwe uchida dhairekitori rinoshanda muArtificial Intelligence, bhuku iri nderenyu. Munyori Geron achakubatsira iwe kuwana kunzwisisa kwakanaka kwekuvaka akangwara masisitimu.
Python parizvino ndiyo inonyanya kufarirwa hurongwa mutauro mukati machine learning uye data sainzi.
Maoko-paMuchina Kudzidza anopa mirairo yemashandisirwo ePython nePython masisitimu akadai Scikit-Dzidza uye TensorFlow kuti ikubatsire kuvaka uye kudzidzisa yako wega neural mambure.
Iri bhuku nderevanhu vane ruzivo rwehunyanzvi vanoda kunyura mukudzidza kwakadzama.
Iri bhuku rinofungidzira kuti une imwe Python programming ruzivo uye unojairana nemaraibhurari akadai sePandas uye NumPy.
Zvakadaro, zvinofungidzira kuti hapana chaunoziva nezve muchina kudzidza. Pane zviitwa zvaunofanira kuita muchitsauko chega chega kuti zvikubatsire kudzidzira zvaunodzidza.
6. Kutsvaga kweArtificial Intelligence naNils J. Nilsson
Nils Nilsson anopa nhoroondo yechokwadi yeAI uye kuti munda weAI wakashanduka sei kugadzirisa matambudziko evanhu.
Zvinotanga nekutsanangura zvishuviro zvekutanga zvevanofunga mapiyona kubva muzana ramakore rechi 18 uye zvinozoguma nekamwe kekuti mainjiniya eAI anhasi anoshanda sei parizvino.
Izere nemifananidzo inogona kukubatsira kuti unzwisise kuti maAI masisitimu anoshanda sei. Kana iwe uchitsvaga nhoroondo yenhoroondo kana kutevedzana kwekushanduka kweArtificial Intelligence, bhuku rino igwara rakakwana.
Nilsson anonyatsokodzera kuve munyori wenhoroondo mubasa iri, anga ari "baba vakavamba" muongorori weAI kubvira kuma1960.
7. Godel, Escher, Bach naDouglas Hofstadter
Hofstadter inoongorora maitiro ekumonyorora pfungwa ezvivakwa zvinobuda kuburikidza nelenzi yemasvomhu, mimhanzi, uye hunyanzvi.
Kuburikidza nekushandiswa kwekunyengedza kwemaziso uye masvomhu ekuzvimiririra, GEB inoedza kusvika nekukatyamadza kwekuziva uye kuti chimwe chinhu chisinganzwisisike chinogona kutsanangurwa sei mudzidziso.
Iri bhuku rinokurudzirwa kune avo vari mumasvomhu nemimhanzi dzidziso.
Mapikicha akaomarara anoratidzwa mubhuku anogona kutora nguva kuti anzwisise asi kutarisa kwakanaka mukukurukura dzakasiyana siyana dzemisoro dzakadai sekuziva, kuomarara, uye kungwara.
8. Kudzidza Kwakadzika naIan Goodfellow
Iri bhuku rakanyorwa naIan Goodfellow rinokupa yakanakisa yemasvomhu uye pfungwa kumashure kwemisoro ine chekuita nazvo kudzidza zvakadzika. Iyo inobata mutsara algebra, ruzivo dzidziso, uye machine learning concepts.
Gare gare mubhuku, Goodfellow anotsanangura zvakasiyana-siyana kudzidza zvakadzika matekiniki anoshandiswa muindasitiri, anosanganisira convolutional network, yakadzika kumberi network, uye kutevedzana modhi.
Nekuda kwehuwandu hwemisoro inofukidzwa nebhuku rino, irevo huru kune vanhu vagara mairi kudzidza zvakadzika.
Kudzidza Kwakadzika kuchabatsira kuvadzidzi vari kuronga kudzidza zvakawanda nezveDL uye kune mainjiniya esoftware anoronga kuita zvakadzama kudzidza tekinoroji mumapurojekiti avo.
9. Dambudziko Rekupedzisira: Nyaya yaWatson, Kombuta Inoshandura Nyika Yedu naStephen Baker.
Final Jeopardy rwendo rwunoita basa mukushandisa IBM yepamberi AI kugadzira mukwikwidzi wepasirese weJeopardy.
Inoongorora nyaya iri kuseri kweWatson AI uye kuti yakasvika sei pakuva chikamu chemutambo unozivikanwa pasi rose.
Isu tinotevera IBM Watson timu pavanenge vachishanda nebhajeti shoma uye kusvika nguva dzekupedzisira kuti vagadzire supercomputer inokwanisa kuongorora ruzivo rwepasirese muchikamu chechipiri.
Baker anozowedzera pamusoro pekuti kubudirira kwaWatson kunogona kushandura sei minda yemishonga, mutemo, uye sainzi pachayo. Bhuku rake inyaya inobata nyaya dzekuti hungwaru hwekugadzira hunogona sei kurova vanhu pamutambo wavo.
Kana iwe uchifarira trivia, mutauro, uye pop tsika, bhuku rino richave rinonakidza kuverengera iwe.
10. The Emotion Machine: Commonsense Kufunga, Artificial Intelligence, uye Ramangwana reMunhu Pfungwa naMarvin Minsky
Marvin Minsky anopa muenzaniso mutsva unonakidza wemashandiro anoita pfungwa dzedu. Anoratidza kuti pfungwa dzingave dzakakura sei kubva pakufunga nezvepfungwa dzakapfava kusvika pakuva pfungwa yakaoma yekuzviziva.
Anozobatanidza zvaakawana nehungwaru hwekugadzira, achiita nyaya yekuti AI inogonawo kunge iine mukana wekuwana ruzivo.
Iyo Emotion Machine ndeye inosvikika uye inodzidzisa kutarisa muMinsky's theoretical chimiro chehungwaru hwekugadzira uye manzwiro. Zvechokwadi inofanira-kuverenga kune chero munhu anofarira zvose AI uye psychology yevanhu.
11. Hupenyu 3.0: Kuve Munhu muZera reArtificial Intelligence naMax Tegmark
Max Tegmark purofesa weMIT anoda kunyora nezve super-intelligent AI. Bhuku rake Upenyu 3.0 rinotiratidza zvishoma nezveramangwana neAI uye kuti hupenyu hwedu huchachinja sei.
Iri bhuku rehungwaru hwekugadzira igwara rine pfungwa rekuti tingatore sei matanho ekugadzira ramangwana riri nani neAI.
Remangwana richava utopian kana dystopian muzvarirwo here?
Tegmark inopa akawanda anobvira ramangwana kumuverengi uye inovakumbira kuti vauye nemhedzisiro yavo.
Mukupedzisa, Hupenyu 3.0 iongororo huru munharaunda yekuti ramangwana redu rakamira sei pamagadzirirwo atinoita AI yedu.
12. Zvombo zveKuparadza Masvomhu naCathy O'Neil
Isu tinorarama muzera realgorithms. Cathy O'Neil anofumura nyaya dziri kuseri kwechokwadi ichi uye anoratidza divi rakasviba reBig Data.
O'Neil anoratidza kuti isimba rakawanda sei ava vanonzi mabhokisi matema zvine munharaunda yedu uye nekukurudzira kwazvinoita rusarura. Zvombo zveKuparadza Masvomhu zvinodaidzira mutoro wakawanda uye mutemo pane aya algorithms.
Kana iwe uchifarira maonero ehutsika pakushandisa AI kuita sarudzo, kuronga patsva, kuvhota kunonangwa, nezvimwe, bhuku rino sumo inosvikika kunyaya dzakatenderedza AI nenharaunda.
13. Kana Zvadaro: Sei Simulmatics Corporation Yakagadzira Ramangwana naJill Lepore
Pamberi peFacebook, Google neAmazon, pakanga paine Simulmatics Corporation. Yakavambwa muna 1959, kambani iyi ine chinangwa chekugadzira makomputa evagari kuti vabatsire vavhoti kuhwina sarudzo kana kunyengera maitiro ekutenga.
Simulmatics yaisanganisira vatengi vakaita saJohn F. Kennedy, iyo New York Times, uye vakasiyana siyana vagadziri. Kana Zvino iri yambiro yengano yenjodzi dzekutanga indasitiri itsva- indasitiri yakagadzirirwa kuunganidza, kutevedzera, uye kufanotaura maitiro evanhu pasi rese.
Kana iwe uchida kuziva zvakawanda nezve iyo Big Data hupfumi hwakatanga, bhuku rino richakubatsira iwe kunzwisisa imwe yekutanga mabhindauko ekusanganisa komputa, zvematongerwo enyika, uye maitiro sainzi.
14. The Annotated Turing naCharles Petzold
Alan Turing anonzi ndiye muvambi wehungwaru hwekugadzira.
Makomputa asati atombovapo, Turing akaongorora zvazvaireva kuti chimwe chinhu chigone kuenderana uye akabvunza mubvunzo, "michina ingafunge here?".
Mubhuku rino, Charles Petzold anotsanangura nezve bepa remapeji makumi matatu nematanhatu raTuring, achipa muverengi mamwe mamiriro ekuti anzwisise basa rake.
Padivi peongororo iyi, Petzols anonyura mune yake Turing's biography: makore ake muacademia, maitiro ekuedza kupaza makodhi muWWII, uye kumupomera kwake zvisina tsarukano sengochani.
Usarasikirwa nebhuku rino kana iwe uri fan mukuru wenhoroondo yemakomputa uye uchida kuziva zvakawanda nezvekuzvarwa kwehungwaru hwekugadzira.
15. Dambudziko rekugadzirisa: Kudzidza kweMichina uye Hunhu Hwevanhu naBrian Christian
Munyori anotengeswa zvakanyanya Brian Christian anokurukura nezvezvinonzi "dambudziko rekugadzirisa": apo michina yatinovimba nayo inoguma yakonzera kukuvadza kupfuura kunaka. Algorithms iri kutsiva kutonga kwevanhu zvishoma nezvishoma.
Autonomous mota vava kufamba, vachigovana mugwagwa nevanhu. Algorithms iri kuitwa mumajeri, zvipatara, uye makambani kuita sarudzo.
Nhoroondo dzechiKristu dzezviri kuitwa nevanhu kudzivirira AI kubva mukukurudzira kusarura uye rusarura. Iri bhuku rinozadza minda yakawanda uye rine chokwadi chekubata kufarira kwevaongorori veAI, nyanzvi dzemutemo, uye varidzi vebhizinesi zvakafanana.
Kana iwe uchifarira kuti mirairo isina kujeka uye yakaipa data inogona kutungamira sei kunjodzi, tora kopi yako nhasi!
16. Kutaura uye Mutauro Kugadziriswa naDaniel Jurafsky naJames Martin
Kugadziriswa kwemutauro wechisikigo inyaya inopisa mumunda weAI. Mazuva ano, akawanda algorithms uye software inotsamira pakunyatso tsanangura zvinoreva kubva pane zvinyorwa uye kutaura. Kana iwe uchida kuramba uri kumberi mundima iyi, unenge uchida hwaro hwakasimba.
Kutaura uye Mutauro Processing ine zvese zvaunoda kuziva nezve tekinoroji yemutauro.
Vanyori vanotora empirical maitiro kune iyo nyaya. Vanyori vanovhara ruzivo rwekuwedzera, kuzivikanwa kwekutaura, synthesis yekutaura, uye kuenzanisa mutauro, pakati pezvimwe.
Kunyanya kukosha, Jurafksy naMartin vanopa huwandu hwakawanda hwemisoro ine chekuita nekombuta yemitauro, iyo inovhara mukaha uripo pakati pemutauro nesainzi yekombuta.
Kana iwe uchifarira ndima yemutauro wechisikigo software, iri ibhuku rako.
Iri bhuku rinofukidza huwandu hukuru hwemisoro muzvitsauko zvaro makumi maviri neshanu uye rine makumi mashanu-mapeji bhaibheri rine zviwanikwa zvinogona kubatsira kune chero nyanzvi yemitauro kana NLP injiniya.
17. Ko Androids Inorota Makwai Emagetsi? naPhilip K. Dick
Kunyangwe ichinyanya kuzivikanwa sekufemerwa kwaBlade Runner, riini iri ingano yesainzi yekare!
Inotevera futuristic dystopian nyaya iyo inojekesa nezvehuzivi zvinorehwa nekugadzira androids.
Mukurumbira mukuru, Rick Deckard, muvhimi ane rombo rakanaka anovhima chizvarwa chitsva chemaandroids angangoita seanhu. Munguva yekuferefeta kwake, anoona kuti anonzwira tsitsi neaya maandroids uye anonetsekana kupedza basa.
Philip K. Dick anopa nyaya isingafungidziri uye inokurudzira kufunga pamusoro pekunzwira tsitsi uye kuti kutora njere dzevanhu kungareva sei kutora mativi akasviba evanhu zvakare.
Iri bhuku nderekufanirwa-kuverengerwa kune vateveri vesci-fi, kunyanya kana uchigona kubata matema matema akaunzwa mubhuku rino.
18. The Diamond Age by Neal Stephenson
Iri bhuku repamusoro rinotevera injiniya wenanotech anoba mudziyo mukuru wemakombuta unozivikanwa se "Mukadzi Wechidiki's Illustrated Primer" yemwanasikana wake.
Sezvineiwo, kopi inoverevedzwa inowira mumusikana akaderera.
The Diamond Age inoratidza hunyanzvi hwakadzama hwaStephenson semunyori uye anoratidza kufarira kwake munhoroondo uye mune ramangwana. Kupindirana nehurongwa hwenganonyorwa ndiko kutsoropodza njere dzekugadzira sezvinobvira.
Nyika yeThe Diamond Age inoreva AI se "pseudo intelligence", inoseka kutadza kwemichina kudzokorora hungwaru hwemunhu chaiye zvizere. Munovhero, vanhu vanonzi "ractors", pane AI, vanodyidzana nevanhu vari munharaunda yeVR.
Zvinoratidza kuti pane chimwe chinhu chakagara chichishaikwa mumuchina chinozoirambidza kutsiva munhu.
19. Avogadro Corp: Humwe Humwe Hwava Pedyo Nekupfuura Zvahunoratidzika naWilliam Hertling
Avogadro Corp ibhuku resainzi rekunyepedzera rinotaura nyaya nezvekuti AI inogona kushanduka sei kubva kune tekinoroji inoita seyakajairwa nhasi.
Izvi zvinotevera David Ryan, uyo akagadzira iyo ELOPe sisitimu yaive nechinangwa chekusimudzira kunyora email. David netsaona anogadzira backdoor yekuti ELOPe system iite chero yainoda.
Chikwata chake chinoona kuti vachangobva kugadzira hurongwa hunogona kungoisa sangano ravo rose munjodzi.
Inyaya inotyisa inoratidza kuti zvinogoneka sei kuti AI inyengedze vanhu chaivo kuita zvavanoda. Kana iwe uri mumanovhero akavakirwa muchokwadi uye zvakare anonakidza kuverenga, bhuku iri nderenyu!
20. Ini, Robhoti naIsaac Asimov
Ini, Robot ipfupi nyaya muunganidzwa nesainzi-fiction munyori Isaac Asimov. Asimov inoratidza nyaya pfumbamwe dzakasiyana dzinobata mhedzisiro yehunhu hwevanhu-seAI.
Nyaya idzi dzakatanga kuburitswa mumagazini enganonyorwa dzesainzi muma1940. Kusimbisa kwaAsimov pakufunga kwehutsika kweAI kwakava pesvedzero huru munharaunda yesainzi ngano.
Asimov Mitemo Mitatu yeRobhoti inotsanangurwa muunganidzwa uyu uye inoumba dingindira rinobatanidza rebasa. Iri gwara rekuita chokwadi chekuti marobhoti anoramba ari "etsika" inyaya kunyangwe kusvika zvino.
Parizvino, venguva yemberi uye mainjiniya zvakafanana vanoenderera mberi vachikurukura zvinorehwa nehurongwa hwetsika.
mhedziso
Artificial intelligence imunda wakakura zvekuti unogona kukurirwa.
Ipfungwa yakanaka kunzvera mukati meakawanda subtopics uye nyanzvi kuti uone zvaunofarira iwe zvakanyanya.
Ndinovimba, iyi runyorwa rwemakumi maviri emabhuku epamusoro nezvehungwaru hwekugadzira inoshanda senzvimbo yakanaka yekusvetuka-kubva parwendo rwako rwekuverenga kuburikidza neAI.
Pane mamwe mabhuku ehungwaru hwekugadzira here atakapotsa?
Tizivise zvaunofunga.
Erika Madajova
Unogona here kukurudzira bhuku rakafanana nezveIA muSlovak kana Czech?
Kumwanakomana wangu padanho repamusoro semabhuku ebhuku rake regore.
Zvakanaka ndatenda
Pachikamu chechipiri cheZS…ndiri kugadzirisa ????