M'ndandanda wazopezekamo[Bisani][Show]
- 1. Mapangidwe a Deta ndi Ma Algorithms Osavuta
- 2. Grooking Algorithms
- 3. Deta Structures & Algorithms Mu JAVA
- 4. Chiyambi cha Ma algorithms (Edition ya East Economy)
- 5. Chitsogozo cha Common-Sense Guide to Data Structure and Algorithms
- 6. Mapangidwe a Deta ndi Ma algorithms mu C ++
- 7. Kapangidwe ka Data pogwiritsa ntchito C
- 8. Ma algorithms ndi Mapangidwe a Deta: The Basic Toolbox
- 9. Ma aligorivimu mu C++
- 10. Chiyambi cha Mapangidwe ndi Kusanthula kwa Algorithms
- 11. Ma algorithms
- 12. Ma algorithms Mwachidule
- 13. Kuthetsa Mavuto ndi Ma Algorithms ndi Ma Data Structures pogwiritsa ntchito Python
- 14. Chiyambi cha Java Programming ndi Data Structures
- 15. Mapangidwe a Deta ndi Zinthu Zina pogwiritsa ntchito C ++
- 16. Mapangidwe a Deta ndi Ma algorithms
- 17. Mapangidwe a Deta ndi Ma Algorithms mu Python
- 18. Ganizirani Mapangidwe a Deta
- 19. Mapangidwe a Deta ndi Ma Algorithms Analysis mu C ++
- 20. Manja a Deta Mapangidwe ndi Ma algorithms okhala ndi Python
- Kutsiliza
Maziko a chitukuko cha mapulogalamu ndi mapangidwe a deta ndi ma algorithms. Kuphunzira kwa mapangidwe a data ndi ma algorithms kumafunikira kuganiza mozama komanso kulimbitsa thupi kwaubongo.
Makampani ambiri akuluakulu a IT, monga Google, Amazon, ndi Microsoft, komanso oyambitsa achichepere monga Linktree ndi StackBlitz, ali ndi maulendo oyankhulana omwe amayang'ana kwambiri ma data ndi ma aligorivimu.
Chifukwa mapangidwe a data ndi ma aligorivimu ndi ofunikira kwambiri, osati pamachitidwe olembera anthu ntchito komanso popanga Maluso Othetsa Mavuto a wopanga, ndikofunikira kudziwa zida zabwino kwambiri zophunzirira.
Nawu mndandanda wamabuku abwino kwambiri a oyamba kumene kuti aphunzire kapangidwe ka data ndi ma aligorivimu ndikulowera mozama pamitu ndikudziwonera nokha.
1. Mapangidwe a Deta ndi Ma Algorithms Osavuta
Kupanga mapulogalamu kumalumikizidwa kwambiri ndi mapangidwe a data ndi ma algorithms. Mu Mapangidwe a Data ndi Ma Algorithms Opangidwa Osavuta, muphunzira zoyambira zama data monga masanjidwe, zingwe, ndi mitengo ya data.
Koma mupezanso momwe ma algorithms amagwirira ntchito komanso momwe mungapangire zanu kuyambira poyambira. Ngakhale zina mwazochitazi zimafuna masamu, wolemba amapangitsa chilichonse kukhala chosavuta kuti aliyense azitsatira.
Zochita zonse zimagwiritsa ntchito kachidindo ka C/C++, kotero ngati simukuzidziwa, bukuli silikhala lothandiza kwambiri.
Komabe, ngati mukufuna kuphunzira mfundo za C ++ panjira, awa akhoza kukhala malo abwino kwambiri oti muyambirepo ngakhale oyambira athunthu.
2. Grooking Algorithms
Ili ndi buku lomwe lingathandize wopanga mapulogalamu kuthana ndi zovuta zenizeni zokhudzana ndi algorithm yomwe amabwera tsiku lililonse.
Kwa aliyense amene akufuna kuphunzira ma aligorivimu akuya, ndi chida chabwino. Muphunzira zambiri za psinjika deta ndi nzeru yokumba mutawerenga bukuli.
Bukuli limagwiritsa ntchito Python ngati chilankhulo chake chokonzekera. Simudzatopa powerenga bukuli chifukwa wolemba akuonetsetsa kuti akufotokoza zonse mosangalatsa.
Mfundo zomwe mwaphunzira m’bukuli zidzakuthandizani kuthetsa mavuto omwe anthu ambiri amakumana nawo pakupanga mapulogalamu apakompyuta. Zithunzi zopitilira 400 zomwe zili m'bukuli zimathandizira kumveketsa bwino lingaliro lililonse lamapangidwe a data.
3. Mapangidwe a data & ma algorithms mu JAVA
Ma algorithms ndi mtundu wa bungwe la data ndi chida chosinthira. Ophunzira ambiri a uinjiniya ndi sayansi yamakompyuta amapeza kuti ma data ndi nkhani yovuta.
Mapangidwe a data & ma algorithms samangokuwonongerani zinthu komanso kumapangitsa kuti zikhale zosavuta kuzimvetsetsa. Bukhuli lili ndi zithunzi zingapo zamapangidwe a data ndi momwe amagwirira ntchito.
Kope lokonzedwansoli ndi laposachedwa kwambiri ndi mtundu waposachedwa wa Java JDK. Kumapeto kwa mutu uliwonse, bukhuli lili ndi zitsanzo zokuthandizani kuyesa kumvetsetsa kwanu ndi luso lanu.
Bukhuli lilinso ndi zokambirana zomwe zikuwonetsa njira zowongolera kumvetsetsa.
4. Chiyambi cha Ma Algorithms (Edition Economy Eastern)
Buku lakuti "Introduction to Algorithms" ndi limodzi mwa ochepa pamsika omwe amapereka maphunziro ochuluka a ma aligorivimu onse, kuphatikizapo kukhazikitsa, kupanga, ndi kusanthula bwino ndi nthawi ndi malo ovuta.
Popeza kuti ma aligorivimu ndi gawo lofunikira pa zokambirana.
Ili ndi bukhu loyenera kukhala nalo musanayambe kuyika, loyang'ana kwambiri pamitu yaukadaulo yokhudzana ndi Dynamic Programming, Greedy Algorithms, ndi Flow Networks.
Bukuli likufotokozanso za masamu a njira yothetsera mavuto, ndipo imaphatikizapo zochitika zambiri zatsopano ndi mavuto kwa ophunzira omwe akuphunzira Mapangidwe a Data ndi Ma Algorithms.
5. Chitsogozo cha Common-Sense pa Mapangidwe a Data ndi Ma Algorithms
Okonza mapulogalamu amatha kulemba mapulogalamu othamanga, osakumbukira kukumbukira mwakuya mwakuya ndi ma algorithms a data.
Ndilo chofunikira kwambiri pa softw iliyonsendi mabizinesi. Wowerenga amalandira zonse zomwe akuphunzira kuchokera m'bukuli komanso chidziwitso chothandiza mu mawonekedwe a puzzles.
Bukhuli likuthandizani kukulitsa luso lanu ngakhale muli ndi digiri ya sayansi yamakompyuta kapena simunaphunzire konse. Ndime iliyonse m’bukuli yafotokozedwa m’Chingelezi chosavuta kuti ngakhale wongoyamba kumene amvetse.
Wolemba bukuli akuwonetsa momwe mapangidwe a data ndi ma aligorivimu angathandizire wodziphunzitsa yekha kukhala wodzipereka kwambiri.
6. Kapangidwe ka data ndi ma algorithms mu C ++
Ili ndi buku lomwe muyenera kuganizira zogula ngati mukufuna kumvetsetsa kapangidwe ka data ndi ma aligorivimu muchilankhulo cha C++.
Chilankhulo chomwe chimaperekedwa kwambiri pa DSA ndi C++. Mutha kuphunzira DSA m'zilankhulo zilizonse chifukwa zimakupangitsani kukhala kosavuta kuti muphunzire kuposa zilankhulo zina zamapulogalamu.
Malingaliro onse akadali ofanana. Mupeza chiphunzitsocho ndikupeza njira zothetsera mavuto adziko lapansi m'bukuli.
7. Kapangidwe ka Data pogwiritsa ntchito C
Muphunzira mfundo zambiri zamapangidwe a data m'bukuli, komanso momwe mungawagwiritsire ntchito pogwiritsa ntchito chilankhulo cha C, chomwe chikugwirizana ndi C ++. Kuti mumvetsetse makonzedwe a data ndi ma aligorivimu, sankhani bukuli.
Njira yothandiza yowerengera ma data ndi ma algorithms amaperekedwa m'bukuli.
Zimaphatikizapo mafunso a DSA MCQ kumapeto kwa mutu uliwonse kuti apange ma data ophunzirira ndi ma aligorivimu achangu komanso osavuta.
8. Ma Aligorivimu ndi Zomangamanga Za data: The Basic Toolbox
Kuti muphunzire kapangidwe ka data ndi ma aligorivimu, bukhuli limagwira ntchito ngati bokosi lazida kapena bukhu. Bukuli limaphunzitsa zoyambira za ma algorithms, njira, ma modelling, kumvetsetsa, ndi algorithmic kuthetsa mavuto.
Omvera okha a bukuli ndi ogwiritsa ntchito a DSA atsopano. Mapangidwe a data ndi zoyambira za ma algorithms komanso malingaliro onse okhudzana nawo adzafotokozedwa.
Kwa DSA m'bukuli, Java ndi C++ zidagwiritsidwa ntchito ngati zilankhulo zamapulogalamu.
9. Ma algorithms mu C ++
Ili ndi mtundu watsopano wa buku la Data Structures and Algorithms. Bukuli lidzakusangalatsani kwambiri.
Mumaphunzira za mfundo zonse zamapangidwe a data ndi ma aligorivimu, komanso kapangidwe ka data, kusanja, ndi kusaka.
Mutha kusintha kaganizidwe kanu ka algorithmic pogwiritsa ntchito ma algorithms opitilira 100 osasintha ndikusaka ndi ntchito zopitilira 1000.
Mudzaphunzira DSA kudzera m'chinenero cha C ++.
10. Chiyambi cha Mapangidwe ndi Kusanthula kwa Ma Algorithms
Mupeza njira zingapo zothetsera mavuto zomwe zingagwiritsidwe ntchito pazinthu zosiyanasiyana.
Pali mitu ingapo yofotokozedwa m'mutu uliwonse, komanso malangizo othandiza omwe akugogomezera kuthetsa mavuto.
Mutu uliwonse uli ndi gawo lobwereza lomwe limapereka chithunzithunzi cha vuto, yankho, ndi filosofi yomwe imayambitsa yankho.
Ili ndi buku lazithunzi lomwe lili ndi mayankho aukadaulo kutengera mitu yolumikizidwa ndi kapangidwe kake. Ngati ndinu ongoyamba kumene kudziko lodabwitsa la ma algorithms, bukuli litha kukuphunzitsani zambiri.
11. Zosintha
Olemba mapulogalamu a Java ayenera kuwerenga bukuli. Zimayamba ndi zoyambira zamapangidwe a data a Java ndi ma aligorivimu ndikupita patsogolo mpaka pamlingo wotheka.
Mumaphunzira kusaka, kusanja, kukonza ma graph, ndi kukonza zingwe kuchokera m'bukuli. Ama aligorivimu amaperekedwa m'bukuli lomwe aliyense wopanga mapulogalamu ayenera kudziwa.
Zikuthandiza anthu padziko lonse lapansi kupeza njira zatsopano zophunzitsira ndi kuphunzira.
Chifukwa pali zofalitsa zochepa zapamwamba zomwe zimapereka chidziwitso chozama cha ma data ndi ma aligorivimu mukugwiritsa ntchito Java, ndi limodzi mwa mabuku omwe amalimbikitsidwa kwambiri, makamaka kwa opanga mapulogalamu a Java.
12. Ma algorithms Mwachidule
Kwa opanga mapulogalamu ku Java, C, C++, ndi Python, ili ndi limodzi mwamabuku abwino kwambiri omvetsetsa ma data ndi ma aligorivimu.
Pachiyankhulo chilichonse chomwe chatchulidwa pamwambapa, bukuli limapereka chitsogozo chokhazikitsa. Mapulogalamu ambiri amalembedwa mu C.
Malongosoledwe ake ndi omveka bwino ndipo amaphatikiza njira zowuma zonse pogwiritsa ntchito zithunzi. Zithunzi za UML zimagwiritsidwanso ntchito nthawi zambiri kufotokozera mfundo.
Okonza mapulogalamu onse oyambirira ndi apakati ayenera kuwerenga bukuli.
13. Kuthetsa Mavuto ndi Ma Algorithms ndi Zomanga Za data pogwiritsa ntchito Python
Kwa iwo atsopano ku ma algorithms ndi ma data, bukhu la "Kuthetsa Mavuto ndi Ma Algorithms ndi Ma Data Structures mu Python" lalembedwa pamlingo woyambira kwambiri.
Ngakhale pali mitu yocheperako yomwe idayankhidwa, bukuli limapereka olemba mapulogalamu a Python chidziwitso chothandiza cha DSA komanso kuthetsa mavuto.
Bukuli lili ndi zofunikira za data kuphatikiza mizere, miyanda, ndi mindandanda yolumikizirana komanso mitu monga kubwereza, mitengo, ndi ma aligorivimu ogwirizana nawo.
14. Kuyambitsa Java Programming ndi Data Structures
Mau oyamba a Java Programming and Data Structures, Torough Version, monga momwe mutuwo ukusonyezera, ndi mawu oyambira oyambira omwe amavomereza maphunziro apamwamba a sayansi yamakompyuta ndi mapulogalamu aumisiri wamapulogalamu.
Bukhuli limathandizira mfundo zovuta zamapulogalamu a novice. Pamene otsogola amapeza chidaliro pazofunikira, amapita kumlingo wotsatira, womwe ndi mawonekedwe a data ndi ma algorithmic programming.
Buku latsopanoli lasinthidwa kangapo, zomwe zachititsa kuti bukuli likhale lopanda vuto lililonse.
Makhalidwe abwino a bukhuli ndi kuphweka kwake, kufupikitsa kwa nkhani, zochitika, zitsanzo, ndi mawonedwe odabwitsa.
15. Kapangidwe ka Data ndi Zinthu Zina pogwiritsa ntchito C ++
Mapangidwe a Deta ndi Zinthu Zina Zogwiritsa Ntchito C ++ ndi buku labwino kwambiri lokhudza ma data. Bukuli limapatsa ophunzira chidziwitso cholimba chamalingaliro ofunikira azinthu zama data ndi mapulogalamu okonda zinthu.
Bukuli limakhudza maphunziro apamwamba komanso maziko olimba a mitundu ya deta.
Bukuli limakambirana za mindandanda, milu, mizere, ndi mitengo, pakati pa mitu ina.
Bukuli ndi losavuta kumva komanso losavuta kumva komanso losinthika m'njira yophunzitsira, ngakhale kwa anthu omwe amazolowera chilankhulo china chopangira makompyuta.
16. Kapangidwe ka Data ndi Ma algorithms
Kwa asayansi apakompyuta ndi opanga mapulogalamu, bukuli ndi chinthu chochititsa chidwi chomwe apeza. Pascal ndiye chilankhulo cha pulogalamu yomwe imagwiritsidwa ntchito.
Zomwe zili m'bukuli ndizogwirizana kwambiri ndi phunziro la maphunziro. Pali magawo m'buku.
Gawo loyamba nthawi zambiri limagwira ntchito ngati dongosolo la data komanso mitu yolumikizana nayo.
Lingaliro la ma algorithms likufotokozedwa mu gawo lotsatira. Zambiri zimaperekedwa kuti ziwonetsere zovuta. Bukuli lili ndi zithunzi zabwino kwambiri zotsindika mfundo zomwe zanenedwa. Palinso ntchito zambiri komanso mafunso oyesa omwe akuphatikizidwanso.
17. Kapangidwe ka data ndi ma algorithms mu Python
Bukuli limafotokoza zakuya zamagulu a data. Chiyambi cha mapulogalamu okhudzana ndi zinthu, mapangidwe a data, ndi ma algorithms ndicho cholinga cha bukhuli.
Mapangidwe awo, kachitidwe, ndi kusanthula zonse zaphatikizidwa m'bukuli.
Magwero a bukhuli, zolimbitsa thupi zopitilira 750, ndi zithunzi 500 ndi zina mwazinthu zake zazikulu.
Wasayansi aliyense wamakompyuta ayenera kuphatikiza bukuli m'mabuku awo.
18. Ganizirani Mapangidwe a Data
Bukhuli limapereka njira yatsatane-tsatane yophunzirira ndikuwongolera luso lanu laukadaulo wamakompyuta ndi luso laukadaulo wamapulogalamu.
Ndi buku lalifupi komanso losavuta. Bukuli likuwonetsa momwe angagwiritsire ntchito ma data, momwe angawagwiritsire ntchito, komanso momwe angawunikire bwino kwa chinthu.
Bukuli limakuphunzitsani momwe mungagwiritsire ntchito ma data ndikufotokozera momwe amagwirira ntchito, momwe mungapangire pulogalamu yomwe imadutsa njira zonse zama data, momwe injini zosakira zimapangidwira, momwe mungawunikire ma code, ndi zina zotero.
19. Kapangidwe ka Data ndi Ma Algorithms Analysis mu C++
Ndi bukhu lathunthu la asayansi apakompyuta la momwe angasankhire ndikupanga zida zomwe zingapereke mayankho abwino kwambiri.
C ++ ndiye chilankhulo chachikulu chomwe chimagwiritsidwa ntchito. Bukuli likufunika kuwerengedwa kwa ophunzira azaka zachiwiri a sayansi yamakompyuta ndi mapulogalamu aukadaulo.
Bukuli lili ndi mitu yambiri mkati mwake. Imathetsanso zovuta m'munda. Bukuli lilinso ndi zitsanzo zingapo zothandiza owerenga kumvetsa nkhaniyo.
Bukhuli ndilowonjezera kwambiri pamabuku opangira deta, kubweretsa owerenga kuti azifulumira pazochitika zamakono ndi njira zamakono.
20. Manja Padongosolo la Data ndi Ma algorithms okhala ndi Python
Ma Hands-on Data Structures and Algorithms okhala ndi Python ndi buku lomwe limagwira ntchito ngati kalozera wachidule pazinthu zonse zokhudzana ndi Python pomwe limaperekanso chidziwitso chodziwika bwino cha ma algorithms wamba.
Wophunzira aliyense wa sayansi yamakompyuta adzawona kufunikira kwa malingaliro monga mindandanda, ma stacks, ndi ma graph atawerenga bukuli.
Bukhuli linalembedwa momveka bwino, kuyambira ndi kugwiritsa ntchito mapulogalamu a binary ndikutha ndi ndondomeko ya code.
Bukhuli likufunika kuti mumvetsetse kusanthula ndi kapangidwe ka data, komanso kuti mufufuze Python ndikuphunzira za magwiridwe antchito amtundu wa data.
Kutsiliza
Mabuku ndi ofunikira kuti munthu adziwe zambiri, koma njira yokhayo yopititsira patsogolo luso ndikuchita mosalekeza. Buku likhoza kukuthandizani kuphunzira za mutu kuti mukhale wolemba coder wodziphunzitsa nokha.
Lingaliro limodzi ndilo kumamatira ku bukhu limodzi panthaŵi imodzi osawononga ndalama zanu ndi nthaŵi kupeza ndi kuŵerenga unyinji wa mabuku, popeza kuti zimenezi zimangowonjezera chisokonezo.
Ngati mwapeza kuti nkhaniyi ya Best Data structures and algorithms algorithms kwa oyamba kumene, chonde gawanani ndi anzanu komanso abale anu omwe ali ndi chidwi ndi mapangidwe a data ndi ma aligorivimu.
Siyani Mumakonda