Isiqulatho[Fihla][Bonisa]
- 1. Ulwakhiwo lweDatha kunye nee-algorithms zenziwe lula
- 2. Grooking Algorithms
- 3. Ulwakhiwo lweDatha kunye ne-Algorithms kwi-JAVA
- 4. Intshayelelo kwii-algorithms (uHlelo loQoqosho lwaseMpuma)
- 5. IsiKhokelo seNgqondo eqhelekileyo kwiSakhiwo seDatha kunye ne-Algorithms
- 6. Ubume beDatha kunye ne-Algorithms kwi-C ++
- 7. Ulwakhiwo lweDatha kusetyenziswa uC
- 8. Ii-algorithms kunye noLwakhiwo lweDatha: I-Toolbox eyiSiseko
- 9. Ii-algorithms kwi-C ++
- 10. Intshayelelo yoYilo kunye noHlalutyo lweeAlgorithms
- 11. Ii-algorithms
- 12. Ii-algorithms ngamafutshane
- 13. UkuSombulula iNgxaki nge-Algorithms kunye neSakhiwo seDatha usebenzisa iPython
- 14. Isingeniso kwiNkqubo yeJava kunye neZakhiwo zeDatha
- 15. Ubume beDatha kunye nezinye izinto usebenzisa i-C ++
- 16. Ubume beDatha kunye ne-Algorithms
- 17. Ulwakhiwo lweDatha kunye ne-Algorithms kwiPython
- 18. Cinga ngeZakhiwo zeDatha
- 19. Ulwakhiwo lweDatha kunye noHlalutyo lwe-Algorithms kwi-C ++
- 20. I-Hands-on Data Structure kunye ne-Algorithms ngePython
- isiphelo
Iziseko zophuhliso lwesoftware zizakhiwo zedatha kunye ne-algorithms. Uphononongo lwezakhiwo zedatha kunye ne-algorithms kufuna ukucinga okubalulekileyo kunye nokusebenza kwengqondo.
Iinkampani ezininzi ezinkulu ze-IT, ezinje ngeGoogle, iAmazon, kunye neMicrosoft, kunye neziqalo ezikhulayo ezinje ngeLinktree kunye neStackBlitz, zinemijikelo yodliwano-ndlebe egxile kulwakhiwo lwedatha kunye ne-algorithms.
Ngenxa yokuba ulwakhiwo lwedatha kunye ne-algorithms zibaluleke kakhulu, hayi kwiinkqubo zokugaya kuphela kodwa nasekuphuhliseni iZakhono zoSombulula iNgxaki zomphuhlisi, kubalulekile ukuzazi ezona zibonelelo zibalaseleyo zokuzifunda.
Nalu uluhlu lwezona ncwadi zibalaseleyo zabaqalayo ukufunda ulwakhiwo lwedatha kunye ne-algorithms kwaye ungene nzulu kwizihloko kwaye uzifumanele ngokwakho.
1. Ulwakhiwo lweDatha kunye nee-algorithms zenziwe lula
Iprograming inxulumene ngokusondeleyo kunye nezakhiwo zedatha kunye ne-algorithms. KuLwakhiwo lweDatha kunye nee-algorithms ezenziwe lula, uya kufunda iziseko zedatha efana ne-arrays, iintambo, kunye nemithi yedatha.
Kodwa uya kufumanisa ukuba zisebenza njani ii-algorithms kunye nendlela yokwakha eyakho ukusuka ekuqaleni. Nangona eminye yale mithambo ifuna imvelaphi yezibalo, umbhali wenza yonke into ibe lula ngokwaneleyo ukuba nabani na ayilandele.
Wonke umthambo usebenzisa ikhowudi ye-C/C++, ngoko ke ukuba awuqhelananga nayo, le ncwadi ayiyi kuba luncedo kakhulu.
Nangona kunjalo, ukuba uzimisele ukufunda imigaqo ye-C ++ endleleni, le inokuba yindawo emnandi yokuqalisa nakwii-novices ezipheleleyo.
2. Grooking Algorithms
Le yincwadi enokunceda umdwelisi ukuba ajongane neengxaki ezinxulumene ne-algorithm yelizwe lokwenyani abangena kuyo yonke imihla.
Nabani na onomdla wokufunda ii-algorithms ezinzulu, sisixhobo esihle. Uya kufunda ngakumbi malunga noxinzelelo lwedatha kunye nobukrelekrele bokwenziwa emva kokufunda le ncwadi.
Le ncwadi isebenzisa iPython njengolwimi lwayo lokucwangcisa. Awuyi kudinwa kukufunda le ncwadi kuba umbhali eqinisekisa ukuba yonke into uyichaza ngendlela enika umdla.
Ulwazi olufunda kule ncwadi luya kukunceda ukusombulula iingxaki eziqhelekileyo zeprogram yekhompyutha. Ngaphezulu kwemifanekiso ye-400 kule ncwadi inceda ukucacisa ngokufanelekileyo yonke ingcamango yesakhiwo sedatha.
3. Ulwakhiwo lweDatha kunye nee-algorithms kwiJAVA
I-algorithms luhlobo lwentlangano yedatha kunye nesixhobo sokukhwabanisa. Uninzi lwabafundi bobunjineli kunye nesayensi yekhompyuter bafumana ulwakhiwo lwedatha sisifundo esinzima.
Ulwakhiwo lweDatha kunye nee-algorithms azikwaphuli izinto kuphela kodwa zizenza kube lula kakhulu ukuziqonda. Le ncwadi iqulethe imifanekiso emininzi yezakhiwo zedatha kunye nendlela ezisebenza ngayo.
Olu hlelo luyilwe ngokutsha lusexesheni kunye nenguqulelo yamva nje yeJava JDK. Ekupheleni kwesahluko ngasinye, le ncwadi iquka iinkqubo zesampula zokukunceda uvavanye ukuqonda kwakho kunye nobuchule bakho.
Le ncwadi ikwaqulethe iworkshop ebonisa amanyathelo okuphucula ukuqonda.
4. Intshayelelo kwii-algorithms (uHlelo loQoqosho lwaseMpuma)
Incwadi ethi "Intshayelelo kwii-algorithms" yenye yezona zinto zimbalwa kwiimarike ezibonelela ngezifundo ezibanzi zazo zonke ii-algorithms, kubandakanya ukuphunyezwa, ukuyila, kunye nohlalutyo olucokisekileyo kunye nexesha kunye nobunzima bendawo.
Ngenxa yokuba ii-algorithms ziyinxalenye ebalulekileyo yenkqubo yodliwano-ndlebe.
Le yincwadi ekufuneka ubenayo ngaphambi kokuqala ukubekwa, igxile kwizihloko zobunjineli ezinxulumene neNkqubo yeDynamic, ii-Algorithms ezibawayo, kunye neeNethiwekhi eziHambayo.
Le ncwadi iphinda ixoxe ngeempawu zemathematika zendlela yokusombulula iingxaki, kwaye ibandakanya uqheliselo olutsha kunye neengxaki zabafundi abafunda iStructures Data and Algorithms.
5. IsiKhokelo seNgqondo eqhelekileyo kuLwakhiwo lweDatha kunye ne-Algorithms
Abadwelisi benkqubo banokubhala ngokukhawuleza, iinkqubo ezifanelekileyo zememori ngokubamba nzulu kwezakhiwo zedatha kunye ne-algorithms.
Yeyona mfuno ibalulekileyo kuyo yonke softwzishishini. Umfundi ufumana amava okufunda ephela aphuma kule ncwadi kunye nolwazi oluluncedo oluluhlobo lwephazili.
Le ncwadi iya kukunceda uphuhlise izakhono zakho nokuba unaso isidanga kwisayensi yekhompyuter okanye awuqeqeshwanga ngokupheleleyo. Yonke imihlathi kule ncwadi icaciswe ngesiNgesi esilula ukuze nomntu oqalayo ukusiqonda.
Umbhali wale ncwadi ubonisa indlela ulwakhiwo lwedatha kunye ne-algorithms enokunceda umdwelisi ozifundisayo aphuhlise ukuzinikela ngakumbi.
6. Ubume beDatha kunye ne-Algorithms kwi-C ++
Le yincwadi omele ucinge ngayo ngokuthenga ukuba ufuna ukuqonda izakhiwo zedatha kunye ne-algorithms kwiC ++ yolwimi lweprogram.
Olona lwimi lucetyiswayo kwi-DSA yi-C++. Unokufunda iDSA ngalo naluphi na ulwimi kuba ikwenza kube lula kuwe ukuba ufunde kunezinye iilwimi zokuprograma.
Iimbono zonke zisafana. Uya kufumana ithiyori kwaye ufumane izisombululo kwiingxaki zehlabathi lokwenyani kule ncwadi.
7. Ulwakhiwo lweDatha kusetyenziswa uC
Uya kufunda imigaqo jikelele yezakhiwo zedatha kule ncwadi, kunye nendlela yokuzisebenzisa usebenzisa ulwimi lweprogram yeC, ehambelana neC + +. Ukuqonda izakhiwo zedatha kunye ne-algorithms, thatha le ncwadi.
Indlela eluncedo yokufunda izakhiwo zedatha kunye ne-algorithms inikezelwa kule ncwadi.
Ibandakanya imibuzo ye-DSA MCQ ekupheleni kwesahluko ngasinye ukwenza ulwakhiwo lwedatha yokufunda kunye ne-algorithms ngokukhawuleza kwaye kulula.
8. Ii-algorithms kunye noLwakhiwo lweDatha: I-Toolbox yeSiseko
Ukufunda izakhiwo zedatha kunye ne-algorithms, le ncwadi isebenza njengebhokisi yezixhobo okanye incwadi yesandla. Le ncwadi ifundisa iziseko ze-algorithms, iindlela, imodeli, ukuqonda, kunye ne-algorithmic yokusombulula iingxaki.
Abaphulaphuli abakhethekileyo bale ncwadi ngabasebenzisi abatsha kraca be-DSA. Ubume bedatha kunye neziseko ze-algorithms kunye nazo zonke iikhonsepthi ezinxulumene nazo ziya kugutyungelwa.
Kwi-DSA kule ncwadi, iJava kunye ne-C++ zisetyenziswe njengeelwimi zeprogram.
9. Ii-algorithms kwi-C++
Olu luhlelo olutsha lwencwadi yeStructures Data and Algorithms. Le ncwadi iya kukutsala umdla kakhulu.
Ufunda malunga nayo yonke imigaqo yezakhiwo zedatha kunye ne-algorithms, kunye nezakhiwo zedatha, ukuhlenga, kunye nokukhangela.
Unokuyiphucula indlela ocinga ngayo ngokusebenzisa ngaphezulu kwe-100 yokuhlela kunye nokukhangela ii-algorithms kunye nemisebenzi engaphezu kwe-1000 yokuziqhelanisa.
Uya kufunda i-DSA ngokusebenzisa inkqubo ngolwimi lwe-C++.
10. Intshayelelo yoYilo kunye noHlahlelo lweAlgorithms
Uya kufumana inani leendlela zokusombulula iingxaki ezinokuthi zisetyenziswe kwiimeko ezahlukeneyo.
Kukho imixholo emininzi egutyungelwe kwisahluko ngasinye, kunye nezikhokelo ezisebenzayo ezigxininisa ekusombululeni iingxaki.
Isahluko ngasinye siquka icandelo le-recap ebonelela ngesishwankathelo sengxaki, isisombululo, kunye nefilosofi emva kwesisombululo.
Le yincwadi yephazili enezisombululo zobugcisa ezisekwe kwizihloko eziqhagamshelwe kuyilo lwe-algorithmic. Ukuba ungumntu omtsha oqalayo ukuqalisa kwihlabathi elimangalisayo le-algorithms, le ncwadi inokukufundisa okuninzi.
11. Izilungiso
Abadwelisi beenkqubo zeJava ngokuqinisekileyo kufuneka bafunde le ncwadi. Iqala ngeziseko zeziseko zedatha yeJava kunye ne-algorithms kwaye iqhubela phambili kwinqanaba eligqithisayo.
Ufunda ukukhangela, ukuhlela, ukusetyenzwa kwegrafu, kunye nokucutshungulwa komtya kule ncwadi. AIi-lgorithms zibonelelwa kule ncwadi yesikhokelo ekufuneka wonke umdwelisi wenkqubo aqhelane nayo.
Kwenza ukuba abantu kwihlabathi liphela bafumane iindlela ezintsha zokufundisa nokufunda.
Ngenxa yokuba kukho ushicilelo olukumgangatho ophezulu olunika ulwazi olunzulu lwezakhiwo zedatha kunye ne-algorithms ngelixa usebenzisa iJava, yenye yezona ncwadi zinconywa kakhulu, ngakumbi kwiiprogram zeJava.
12. Ii-algorithms ngokufutshane
Kubaprogram kwiJava, C, C ++, kunye nePython, le yenye yezona ncwadi zibalaseleyo zokuqonda izakhiwo zedatha kunye ne-algorithms.
Kulwimi ngalunye lwenkqubo olukhankanywe ngasentla, le ncwadi inika isikhokelo sokuphunyezwa. Uninzi lweenkqubo zibhalwe ngoC.
Iinkcazo zicacile kwaye zibandakanya ukubaleka okupheleleyo kweenkqubo kusetyenziswa imizobo. Imizobo ye-UML ikwasetyenziswa rhoqo ukucacisa ngakumbi imiba.
Abadwelisi beprogram kumanqanaba okuqala kunye naphakathi kufuneka bafunde le ncwadi.
13. UkuSombulula iNgxaki ngee-algorithms kunye noLwakhiwo lweDatha usebenzisa iPython
Kwabo batsha kwii-algorithms kunye nezakhiwo zedatha, incwadi ethi "Ingxaki-UkuSombulula i-Algorithms kunye ne-Data Structures kwi-Python" ibhalwe kwinqanaba eliphantsi kakhulu.
Ngaphandle koluhlu olumxinwa lwezifundo eziqwalaselweyo, le ncwadi ibonelela abadwelisi benkqubo bePython ngentshayelelo eluncedo kwi-DSA kunye nokusombulula iingxaki.
Le ncwadi iquka iziseko zedatha esisiseko kuquka imigca, iingqokelela, noluhlu oludityanisiweyo kunye nezihloko ezinje ngerecursion, imithi, kunye neendlela ezinxulumeneyo.
14. Intshayelelo kwiNkqubo yeJava kunye noLwakhiwo lweDatha
Intshayelelo kwiNkqubo yeJava kunye noLwakhiwo lweDatha, iNguqulo eQhelekileyo, njengoko isihloko sicebisa, sisalathiso esibanzi sentshayelelo evumayo kwisayensi yekhompyuter yesidanga sokuqala kunye neenkqubo zobunjineli besoftware.
Le ncwadi yenza lula imigaqo yenkqubo entsonkothileyo yabaqalayo. Njengoko abaqalayo bafumana ukuzithemba kwizinto ezisisiseko, baya kwinqanaba elilandelayo, okuyizakhiwo zedatha kunye neprogram ye-algorithmic.
Uhlelo olutsha luhlelwe amatyeli amaninzi, nto leyo ekhokelela kuguqulelo olungenasiphako lwencwadi.
Ezona mpawu ziphambili zale ncwadi ziquka ukulula kwayo, ukushwankathela kwayo izinto, ukuzilolonga, imizekelo, kunye nentetho ebonwayo emangalisayo.
15. Ubume beDatha kunye nezinye izinto usebenzisa i-C ++
Izakhiwo zeDatha kunye nezinye izinto eziSebenzisa i-C ++ yincwadi ebalaseleyo malunga nezakhiwo zedatha. Le ncwadi ibonelela abafundi ngolwazi oluluqilima lweengcamango ezisisiseko zezakhiwo zedatha kunye Inkqubo ejolise kwinto.
Le ncwadi igubungela izifundo eziphambili kunye nesiseko esiqinileyo kwiintlobo zedatha.
Le ncwadi ixoxa ngoluhlu oludityanisiweyo, iingqokelela, imigca, kunye nemithi, phakathi kwezinye izihloko.
Le ncwadi ilula ukuyiqonda kwaye iguquguquka kwisimbo sayo sokufundisa, nakubantu abaqhelene ngakumbi nolunye ulwimi loyilo lwekhompyuter.
16. Ulwakhiwo lweDatha kunye neeAlgorithms
Kwizazinzulu zekhompyuter kunye nabadwelisi benkqubo, le ncwadi yinto enomdla yokufunyanwa. UPascal lulwimi lwenkqubo olusetyenziswayo.
Ulwazi lwencwadi lubaluleke kakhulu kwisifundo sekhosi. Kukho amacandelo encwadini.
Inxalenye yokuqala isebenza kakhulu njengolwakhiwo lwedatha kunye nentshayelelo yezihloko ezinxulumeneyo.
Ingcamango ye-algorithms igutyungelwe kwicandelo elilandelayo. Iinkcukacha zinikiwe ukubonisa imiba. Le ncwadi inemifanekiso emihle kakhulu ukugxininisa iingongoma ezichaziweyo. Kukho itoni yemisebenzi kunye nemibuzo yovavanyo ebandakanyiweyo ngokunjalo.
17. Ubume beDatha kunye ne-Algorithms kwiPython
Incwadi yesikhokelo igubungela ulwazi olunzulu malunga nezakhiwo zedatha. Intshayelelo yeprogram ejolise kwizinto, izakhiwo zedatha, kunye ne-algorithms yinjongo yencwadi.
Uyilo, ukwenziwa, kunye nohlalutyo lwazo zonke zibandakanyiwe kule ncwadi.
Iikhowudi zomthombo wencwadi, imithambo engaphezu kwama-750, kunye nemizobo engama-500 zizinto ezimbalwa ezibalaseleyo.
Nayiphi na inzululwazi yekhompyutha kufuneka ibandakanye le ncwadi kwingqokelela yemisebenzi yoncwadi.
18. Cinga ngeZakhiwo zeDatha
Le ncwadi ibonelela ngesicwangciso-nyathelo ngesinyathelo sokufunda kunye nokuphucula isayensi yekhompyuter yakho kunye nezakhono zobunjineli besoftware.
Yincwadi emfutshane nelula. Le ncwadi ibonisa indlela yokusebenzisa izakhiwo zedatha, indlela yokuyiphumeza, kunye nendlela yokuvavanya ukusebenza kakuhle kwemveliso.
Incwadi ikufundisa indlela yokusebenzisa izakhiwo zedatha kwaye ichaza indlela esebenza ngayo, indlela yokuphuhlisa isicelo esinqumla ngokufanelekileyo zonke iindlela zolwazi aka data, indlela iinjini zokukhangela zakhiwe ngayo, indlela yokuvavanya ikhowudi, njalo njalo.
19. Ubume beDatha kunye noHlalutyo lwe-Algorithms kwi-C ++
Yincwadi ebanzi yeengcali zekhompyuter malunga nokukhetha kunye nokwenza izixhobo ezinokubonelela ngezona mpendulo zibalaseleyo.
UC++ lolona lwimi lusetyenziswayo lwenkqubo. Le ncwadi ifunwa ukuba ifundwe kunyaka wesibini kwisayensi yekhompyuter kunye nabafundi bobunjineli besoftware.
Le ncwadi igubungela uluhlu olubanzi lwezihloko ngaphakathi kobubanzi bayo. Ikwajongana nemingeni ebaleni. Le ncwadi ikwabonelela ngemizekelo emininzi ukunceda abafundi bawuqonde umbandela.
Incwadi yongezwa ngokugqwesileyo kuncwadi lwezakhiwo zedatha, izisa abafundi ngokukhawuleza kwizakhiwo zedatha zangoku kunye neendlela.
20. I-Hands-on Data Structure kunye ne-Algorithms ngePython
I-Hands-on Data Structures kunye ne-Algorithms ngePython yincwadi esebenza njengereferensi ecacileyo kuyo yonke imiba enxulumene nePython ngelixa ikwabonelela ngokuqonda okubambekayo kwee-algorithms eziqhelekileyo.
Wonke umfundi wesayensi yekhompyuter uya kubona ixabiso leekhonsepthi ezinje ngoluhlu, izitaki, kunye neegrafu emva kokufunda le ncwadi.
Incwadi ibhalwe ngokulandelelana okunengqiqo, ngokuqala ngokusetyenziswa kweenkqubo zebhinari kunye nokuphela kwesakhiwo sekhowudi.
Incwadi iyadingeka ekuqondeni uhlalutyo lwesakhiwo sedatha kunye noyilo, kunye nokuhlola iPython kunye nokufunda malunga nokuphunyezwa kwesakhiwo sedatha yokusebenza.
isiphelo
Iincwadi zibalulekile ekufumaneni ulwazi, kodwa ekuphela kwendlela yokuphucula izakhono kukuziqhelanisa ngokuqhubekayo. Incwadi inokukunceda kuphela ukuba ufunde ngesihloko ukuze ube yikhowudi ozifundisayo.
Elinye icebiso kukunamathela kwincwadi enye ngexesha kwaye ungachithi imali nexesha lakho ngokufumana nokufunda inani elikhulu leencwadi, ekubeni oku kongeza nje ukubhideka.
Ukuba ufumene eli nqaku Ulwakhiwo lweDatha eNgcono kunye neencwadi ze-algorithms zabaqalayo ziluncedo, nceda wabelane ngazo nabahlobo bakho kunye nosapho olunomdla kulwakhiwo lwedatha kunye ne-algorithms.
Shiya iMpendulo