11 Mafi kyawun Tsarin Gudanar da Bayanai (2024) [KYAUTA]

1. Gabatarwa

A cikin zamanin dijital na yau, bayanai shine tushen rayuwar kasuwanci da ƙungiyoyi a duniya. Ikon sarrafawa da sarrafa wannan bayanan yadda ya kamata ya keɓance kamfanoni masu nasara ban da sauran. Wannan shine inda Tsarin Gudanar da Bayanan Bayanai (DBMS) ya shigo.

Gabatarwar Tsarin Gudanar da Bayanan Bayanai

1.1 Muhimmancin Tsarin Gudanar da Bayanai

Tsarin Gudanar da Database yana aiki azaman mu'amala tsakanin masu amfani da bayanan bayanai, yana tabbatar da cewa ana iya adana bayanai cikin sauƙi, dawo da su da sarrafa su. Yana tsara bayanai a cikin tsari mai tsari, yana tallafawa ayyuka daban-daban kamar madadin, tsaro, da amincin bayanai. DBMS yana taimakawa wajen shawo kan ƙalubalen rashin daidaiton bayanai kuma yana kawo tsari mai tsari don sarrafa bayanan mai amfani.

1.2 Manufofin wannan Kwatancen

Manufar wannan kwatancen ita ce a kimanta shahararrun Tsarukan Gudanar da Bayanai dangane da fa'idodi da rashin amfanin su. Wannan jagorar yana neman samar da daidaitaccen ra'ayi akan kowane DBMS, yana biyan bukatun kasuwancin ku. A ƙarshe, ya kamata ku sami ƙarin fahimtar wane DBMS zai iya zama mafi dacewa ga ƙungiyar ku.

2. Microsoft SQL Server

Microsoft SQL Server babban tsari ne, ci gaba kuma ingantaccen Tsarin Gudanar da Bayanai. Manyan kamfanoni ke amfani da shi don iya sarrafa bayanai masu yawa, da faffadan abubuwan da aka gina a ciki don tantance bayanai da bayar da rahoto. Wannan software yana ba da mafita daban-daban don ayyuka daban-daban na sarrafa bayanai.

Microsoft SQL Server

2.1 Ribobi

  • Scalability: SQL Server sananne ne don iyawarsa don sarrafa manyan bayanai masu rikitarwa da rikitarwa, yana mai da shi kyakkyawan zaɓi lokacin da ƙima shine babban abin la'akari.
  • Maido da bayanai: Microsoft SQL Server yana da ingantattun hanyoyin aminci da mafita na madadin don hana asarar bayanai da tabbatar da dawo da bayanai, tabbatar da cewa mahimman bayanai ba lost.
  • tsaro: Tare da ingantaccen fasali na tsaro, SQL Server yana ba da masu gudanar da bayanai tare da ingantaccen iko don tabbatar da kariyar bayanai.

2.2 Fursunoni

  • Babban cost: Lasisi da kulawa costs na iya zama babba, wanda zai iya hana ƙanana zuwa matsakaicin kasuwanci yin amfani da wannan software.
  • Hadaddun: Saboda rikitattun siffofi da iyawarsa. SQL Server na iya zama mai rikitarwa don sarrafawa kuma yana buƙatar babban digiri na ilimi da ƙwarewa.
  • Hardware bukatun: SQL Server aikin na iya samun cikas idan kayan aikin bai dace da ƙayyadaddun shawarwari ba, waɗanda galibi suna da yawa.

2.3 Mai da SQL Server database

Hakanan kuna buƙatar kayan aikin ƙwararru don warke SQL Server Bayanan bayanai idan sun lalace. DataNumen SQL Recovery ya tabbatar da aiki da kyau:

DataNumen SQL Recovery 6.3 Hoton hoto

3. Oracle

Oracle DBMS yana ɗaya daga cikin manyan tsarin bayanai na duniya, ana amfani da shi sosai a cikin manyan kamfanoni da kamfanoni saboda ikonsa na sarrafa ɗimbin bayanai yadda ya kamata. An san shi don saurin sa, dogaro da ƙarfi mai ƙarfi, Oracle yana ba da cikakkiyar mafita don sarrafa bayanai, ajiyar bayanai da sarrafa bayanai.

Oracle DBMS

3.1 Ribobi

  • Babban Ayyuka: Oracle yana da suna don isar da kyakkyawan aiki koda lokacin sarrafa manyan bayanai.
  • Scalability: Oracle za a iya daidaita shi don ɗaukar nauyin bayanai masu yawa, wanda ya sa ya dace da manyan kamfanoni.
  • Tsaron Bayanai: Yana ba da ƙaƙƙarfan fasalulluka na tsaro waɗanda ke ba da kariyar bayanai da tabbatar da bin ka'ida.

3.2 Fursunoni

  • Costwarsa: OracleLasisi da kuɗaɗen kula suna daga cikin mafi girman kasuwa, waɗanda ƙila ba za su yi araha ba ga ƙanana da matsakaitan 'yan kasuwa.
  • Hadadden: OracleFaɗin fa'idodinsa da sarƙaƙƙiya na iya zama hadaddun amfani, suna buƙatar ƙwarewar fasaha.
  • Ƙayyadaddun Hardware: Ana iya shafar aiki idan kayan aikin bai hadu ba Oracletakamaiman buƙatun, kira don ɗimbin saka hannun jari a cikin kayan masarufi.

4.Microsoft Access

Microsoft Access tsari ne mai sauƙin amfani kuma ingantaccen Tsarin Gudanar da Bayanan Bayanai, galibi ana amfani dashi don ƙanana aikace-aikace. Wani ɓangare na babban suite na Microsoft Office, yana ba da ƙayyadaddun dubawa don ƙira da sarrafa bayanan bayanai. Microsoft Access ya dace don amfanin sirri da ƙananan kasuwanci tare da iyakataccen bayanai.

Microsoft Access DBMS

4.1 Ribobi

  • Mai amfani: Samun dama yana da sauƙin amfani, kuma baya buƙatar ƙwarewar fasaha na ci gaba don sarrafa bayanan bayanai saboda ilhamar mai amfani da zana.
  • Haɗuwa: Kasancewa wani ɓangare na babban ɗakin Microsoft Office, Ana iya haɗa Access cikin sauƙi tare da sauran samfuran Microsoft kamar Excel, Word, Outlook, da sauransu.
  • Cost- inganci: Microsoft Access ba shi da tsada idan aka kwatanta da sauran kayan aikin DBMS da ake samu a kasuwa.

4.2 Fursunoni

  • Ma'auni mai iyaka: MS Access bai dace da manyan bayanan bayanai da hadaddun aikace-aikace ba saboda gazawarsa wajen sarrafa manyan kundin bayanai.
  • Performance: Yayin da ya dace don ƙananan ayyuka, Access na iya fuskantar al'amuran aiki lokacin da ake mu'amala da manyan bayanai.
  • Ƙananan Amintacce: Idan aka kwatanta da sauran manyan kayan aikin DBMS, Access yana da ƙarancin fasalulluka na tsaro.

5. IBM Db2

IBM Db2 babban tsarin bayanan kasuwanci ne wanda ke ba da sassauƙa da ingantaccen yanayi don sarrafa bayanai. Sau da yawa manyan kamfanoni ke zaɓe shi don abubuwan ci gaba, amintacce, da ikon yin aiki ba tare da matsala ba a ƙarƙashin manyan ayyuka.

IBM Db2

5.1 Ribobi

  • Performance: Db2 sananne ne don kyakkyawan iyawar aikinsa, musamman lokacin da ake mu'amala da adadi mai yawa na bayanai.
  • Haɗuwa: Db2 yana haɗawa tare da sauran samfuran IBM, yana bawa ƙungiyoyi damar amfani da bayanai a cikin aikace-aikace daban-daban.
  • Matsa bayanai: Wannan fasalin a cikin Db2 zai iya adana sararin ajiya, da kuma inganta aiki ta rage ayyukan I/O.

5.2 Fursunoni

  • Cost: IBM Db2 bayani ne na matakin kasuwanci, don haka, lasisinsa, aiwatarwa, da kiyayewa costs iya zama high.
  • Hadaddun: Faɗin ayyuka da fasali na Db2 na iya zama hadaddun amfani kuma yana buƙatar babban digiri na ƙwarewar fasaha.
  • Ƙananan abokantaka mai amfani: Idan aka kwatanta da wasu DBMS, ƙirar mai amfani na Db2 galibi ana ɗaukarsa ƙarancin fahimta da abokantaka mai amfani, wanda zai iya haifar da tsayayyen tsarin koyo.

6. MongoDB Atlas

MongoDB Atlas babban bayanan girgije ne wanda aka haɓaka ta MongoDB. Ana girmama shi sosai don samfurin bayanan daftarin aiki mai sassauƙa, wanda ya sa ya dace da aikace-aikacen zamani. An san shi don girman girman sa, MongoDB Atlas yana ba da fasalulluka waɗanda ke ɗaukar duka ga ƙananan masu amfani da kuma manyan kamfanoni.

MongoDB Atlas

6.1 Ribobi

  • Fassara: MongoDB Atlas yana goyan bayan ƙirar bayanai mara ƙima, yana ba ku damar adana bayanan kowane tsari.
  • Scalability: Bayar da sikelin kwance ta hanyar aiwatar da sharding, MongoDB Atlas na iya sarrafa ɗimbin bayanai da inganci.
  • M gudanarwa: Ana kula da madogara ta atomatik, faci, haɓakawa, da daidaitawa, suna sauƙaƙe nauyi akan DBA.

6.2 Fursunoni

  • Hanyar koyo: Don amfani da MongoDB Atlas zuwa cikakkiyar damarsa, masu haɓakawa suna buƙatar fahimtar bayanan NoSQL, wanda zai buƙaci tsarin koyo ga waɗanda suka saba da tsarin SQL.
  • Cost: Yayin da akwai matakin kyauta, costs na iya tashi da sauri bisa yawan bayanai da ayyuka.
  • Tallafi mai iyaka don ma'amaloli: Wasu iyakoki na ma'amala, galibi ana samun su a cikin bayanan bayanai, suna da iyaka ko babu a MongoDB Atlas.

7 PostgreSQL

PostgreSQL buɗaɗɗen tushe ne, tsarin sarrafa bayanai na alakar abu. Ana girmama shi sosai don ƙaƙƙarfan sa, nagartaccen fasali, da ƙaƙƙarfan bin ƙa'idodi. PostgreSQL yana da ikon sarrafa nau'ikan ayyuka daban-daban tare da kayan aikin da yawa don ƙirƙira tabbatattun aikace-aikace masu aminci.

PostgreSQL

7.1 Ribobi

  • Bude tushen: Kasancewa tushen tushen, PostAna iya amfani da greSQL kyauta, rage costs idan aka kwatanta da tsarin bayanan kasuwanci.
  • Kalmomi: PostgreSQL yana goyan bayan nau'ikan bayanan da aka gina a ciki da mai amfani da yawa, ayyuka, masu aiki, da ayyukan tarawa, yana ba da sassauci ga masu haɓakawa.
  • Biyayya da Ka'idoji: PostMatsakaicin kusanci na greSQL tare da ma'auni na SQL yana tabbatar da dacewa da sauƙi na canja wurin fasaha a cikin tsarin tushen SQL daban-daban.

7.2 Fursunoni

  • Hadaddun: Wasu daga cikin PostAbubuwan ci-gaba na greSQL na iya zama masu rikitarwa don sarrafawa da buƙatar kyakkyawar fahimtar tsarin bayanai.
  • Performance: Yayin da PostgreSQL ya dace da aikace-aikacen da yawa, yana iya yin ƙasa da ƙasa idan aka kwatanta da sauran tsarin yayin da ake hulɗa da manyan ayyukan karantawa da rubutawa.
  • Ƙananan tallafin al'umma: Idan aka kwatanta da wasu buɗaɗɗen tushen DBMS, PostgreSQL yana da ƙaramar al'umma wanda zai iya haifar da raguwar lokutan warware matsala.

8. QuintaDB

QuintaDB tsarin sarrafa bayanai ne na tushen gajimare sananne don sauƙi da sauƙin amfani. Yana ba masu amfani damar ƙirƙirar bayanan bayanai da CRM cikin sauƙi ba tare da wani buƙatu na ilimin shirye-shirye ba, yana mai da shi farkon abokantaka kuma ya dace da sarrafa ƙananan bayanai.

QuintaDB

8.1 Ribobi

  • Daidai: QuintaDB abu ne mai sauƙi don amfani kuma baya buƙatar kowane ƙwarewar shirye-shirye, yana mai da shi manufa don farawa ko ƙananan kasuwanci ba tare da ƙungiyar IT mai kwazo ba.
  • tushen Cloud: Kasancewa DBMS na kan layi, QuintaDB ana iya samun dama ga kowane lokaci da ko'ina. Yana kawar da buƙatar sarrafa sabobin jiki.
  • Mai Gina Kayayyakin gani: Maginin bayanai na gani na QuintaDB yana bawa masu amfani damar ƙirƙirar bayanan bayanai tare da UI mai fahimta, rage ƙoƙarin da ake buƙata a cikin coding na hannu.

8.2 Fursunoni

  • Ƙayyadaddun Ƙira: QuintaDB maiyuwa ba zai iya ɗaukar manyan juzu'ai na bayanai da sauran DBMS waɗanda aka keɓance don ayyuka masu girma ba.
  • Iyakantattun Abubuwan Haɓakawa: QuintaDB ba shi da cikakken saitin abubuwan ci-gaba, wanda zai iya kawo cikas ga amfanin sa don ƙarin abubuwan buƙatun bayanai.
  • Performance: Ayyukan ƙila ba su kai girman sauran bayanan bayanai ba yayin da ake mu'amala da manyan ayyukan bayanai.

9.SQLite

SQLite na'ura ce mai ƙunshe da kai, mara sabar uwar garke, da ingin bayanai na sifili da aka fi amfani da shi wajen haɓaka aikace-aikace don ajiyar gida/abokin ciniki. An saka shi a cikin shirin ƙarshe kuma yana ba da ingantaccen tushen bayanai mai nauyi mara nauyi wanda baya buƙatar tsarin sabar daban.

SQLite

9.1 Ribobi

  • Sifili-tsari: SQLite ba shi da uwar garken kuma baya buƙatar kowane tsari na uwar garken daban ko saitin, yana ba da izini don sauƙaƙe gudanarwa da turawa.
  • Portability: Dukkanin bayanan suna zaune a cikin fayil ɗin faifai guda ɗaya, yana mai da shi mai ɗaukar nauyi sosai.
  • Babu amfani: SQLite yana ba da sauƙi mai sauƙi kuma mai sauƙin amfani don sarrafa bayanai.

9.2 Fursunoni

  • Ƙimar iyaka: SQLite yana goyan bayan marubuci ɗaya kawai a lokaci ɗaya, wanda zai iya iyakance aiki lokacin da masu amfani da yawa suka shiga.
  • Babu sarrafa mai amfani: Tun da SQLite ba shi da uwar garken, ba shi da sarrafa mai amfani da ikon samun damar da sauran tsarin bayanai ke da su.
  • Bai dace da manyan bayanai ba: Yayin da SQLite ke aiki da kyau don ƙananan bayanan bayanai, ƙila ba zai samar da ingantaccen matakin inganci tare da manyan bayanai ba.

10. Redis Enterprise Software

Software na Redis Enterprise buɗaɗɗen tushe ne, a cikin ƙwaƙwalwar ajiya, ma'ajin tsarin bayanai da ake amfani da shi azaman bayanan bayanai, cache, da dillalin saƙo. Yana ba da babban aiki, ƙima, da aminci kuma ana amfani dashi a cikin ƙididdiga na ainihi, koyan injin, bincike, da sauran aikace-aikacen da ke buƙatar samun dama ga bayanai nan take.

Redis Enterprise Software

10.1 Ribobi

  • Speed: Redis ita ce bayanan ƙwaƙwalwar ajiya, wanda ke haifar da sarrafa bayanai cikin sauri yayin kiyaye dagewar bayanai.
  • Scalability: Kasuwancin Redis yana ba da madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciyar madaidaiciya wacce ke ba ta damar sarrafa girmar bayanai yadda ya kamata.
  • Tsarin Bayanai: Redis yana goyan bayan tsarin bayanai daban-daban kamar kirtani, hashes, jeri, saiti, saiti da aka jera tare da tambayoyin kewayo, bitmaps, da ƙari.

10.2 Fursunoni

  • Ƙuntataccen ƙwaƙwalwa: Saboda yanayin ƙwaƙwalwar ajiyarsa, Redis za a iya iyakance shi ta hanyar albarkatun ƙwaƙwalwar ajiyar da ke akwai.
  • Hadaddun: Redis yana amfani da nasa Redis Serialization Protocol, wanda zai iya haifar da tsarin koyo ga masu haɓakawa waɗanda ba su san shi ba.
  • Cost: Yayin da Redis shine tushen-bude-bude, sigar kasuwancin na iya zama tsada sosai.

11. MariaDB Enterprise Server

MariaDB Enterprise Server shine tushen tushen tushen tushen tsarin sarrafa bayanai wanda shine cokali mai yatsa na MySQL. An san shi don saurin sa, scalability, da sassauci. MariaDB yana ba da cikakkiyar saiti na abubuwan ci-gaba, plugins, da injunan ajiya kuma manyan kamfanoni da kamfanoni da yawa sun amince da su a duk duniya.

MariaDB Server na Kasuwanci

11.1 Ribobi

  • Bude tushen: Kasancewar tushen tushen, MariaDB yana ba masu amfani damar shiga, gyara da yada software a babu cost.
  • karfinsu: MariaDB yana da jituwa sosai tare da MySQL, yana ba da izinin canzawa mara kyau daga MySQL zuwa tsarin MariaDB.
  • Tallafin al'umma: Tare da babbar al'umma mai aiki, koyaushe tana karɓar haɓakawa da sabuntawa daga masu haɓakawa a duniya.

11.2 Fursunoni

  • Ƙananan cikakkun takardu: Kodayake tushen mai amfani yana da girma, takaddun don MariaDB ba su da yawa kamar sauran tsarin bayanai.
  • Ingantattun fasaloli musamman don sigar Kasuwanci: Wasu sabbin fasalulluka da haɓakawa suna samuwa ne kawai don uwar garken ciniki na MariaDB, yana sa ba su samuwa a cikin yanayin buɗaɗɗen tushe.
  • Hadadden don ingantawa: Yayin da MariaDB ke ba da ɗimbin zaɓuɓɓuka da daidaitawa, yana iya zama mai rikitarwa don haɓaka don aikace-aikacen manyan ayyuka.

12. Amazon DynamoDB

Amazon DynamoDB sabis ne na NoSQL cikakken sarrafawa wanda Sabis na Yanar Gizon Yanar Gizo na Amazon (AWS) ke bayarwa. An san shi don saurin aiki da tsinkaya, da scalability mara nauyi. DynamoDB cikakke ne ga kowane nau'ikan aikace-aikace, musamman waɗanda ke buƙatar sarrafa adadin bayanai da masu amfani da yawa.

DynamoDB na Amazon

12.1 Ribobi

  • Performance: An ƙirƙira DynamoDB don ɗaukar babban sikelin karatu da rubuta ayyukan aiki tare da aikin millisecond lambobi ɗaya.
  • Sikeli mara kyau: DynamoDB ta atomatik tana daidaita tebur sama da ƙasa don daidaitawa don iya aiki da kiyaye aiki.
  • Gudanar da sabis: Kasancewa cikakken sabis ɗin sarrafawa, kiyayewa, madadin, da tsarin sarrafa tsarin ana sarrafa su ta hanyar AWS, rage nauyin aiki.

12.2 Fursunoni

  • Cost: Costs don DynamoDB na iya haɓaka da sauri dangane da ƙarar karantawa da rubutu, mai yuwuwar yin tsada ga manyan aikace-aikace.
  • Hanyar koyo: Siffar musamman ta DynamoDB na iya ɗaukar lokaci don fahimta da kyau, haɓaka tsarin koyo musamman ga masu farawa.
  • gazawar: Takaitattun iyakoki kamar ƙuntatawa girman abu da iyakokin fihirisa na biyu na iya zama ƙalubale ga wasu lokuta masu amfani.

13. Summary

13.1 Gabaɗaya Teburin Kwatancen

DBMS Features Sauƙi na amfani price Abokin ciniki Support
Microsoft SQL Server High scalability, Data dawo da, Tsaro fasali Matsakaici, Yana buƙatar ƙwarewar fasaha high m
Oracle Babban aiki, Scalability, Ƙarfafan fasalulluka na tsaro Matsakaici, Yana buƙatar ƙwarewar fasaha high m
Microsoft Access Abokin amfani, Microsoft Office Haɗin kai, Cost-Kamarin Easy low Good
IBM Db2 Babban aiki, Haɗin kai mara kyau, matsawar bayanai Matsakaici, Yana buƙatar ƙwarewar fasaha high m
MongoDB Atlas Sassautu, Ƙimar Ƙirarriya, Cikakken fasalulluka na gudanarwa Mafi wuya ga masu amfani da SQL, mai sauƙi ga masu amfani da NoSQL Ya bambanta dangane da amfani Good
PostgreSQL Buɗe tushen, Ƙarfafawa, Biyayya da ƙa'idodi Mafi wuya ga matakin farawa, mai sauƙi ga matsakaita zuwa ƙwararrun masu amfani free Tallafi na tushen al'umma
QuintaDB Sauƙi, Girgije-Tsakan, Mai Ginin gani Easy Ƙananan zuwa matsakaici ya dogara da amfani Talakawan
SQLite Ƙimar sifili, Ƙarfafawa, Sauƙin amfani Easy free Tallafi na tushen al'umma
Redis Enterprise Software Maɗaukakiyar gudu, Ƙaƙƙarwar Ƙirar, Tsarin Bayanai Matsakaici, Yana buƙatar fahimtar Redis Serialization Protocol Mafi girma ga sigar Kasuwanci Good
MariaDB Server na Kasuwanci Buɗe tushen, daidaitawar MySQL, Babban al'ummar mai amfani Sauƙi don Matsakaici dangane da masaniyar mai amfani da MySQL Kyauta don sigar asali, Mafi girma don sigar ciniki Good
DynamoDB na Amazon Babban aiki, Scalability, Sarrafa sabis Yana buƙatar fahimtar yanayin yanayin AWS Ya bambanta dangane da amfani m

13.2 Shawarar DBMS dangane da buƙatu daban-daban

A ƙarshe, zaɓin DBMS zai dogara ne akan takamaiman bukatun mai amfani. Don manyan kamfanoni waɗanda ke buƙatar ƙarfi mai ƙarfi da aiki, zaɓuɓɓuka kamar Microsoft SQL Server, Oracle, IBM Db2, da Amazon DynamoDB ana bada shawarar. Don ƙananan kasuwancin ko amfani na sirri, Microsoft Access, SQLite, ko QuintaDB na iya yin amfani da manufar. Don masu amfani da ke neman cost- inganci, PostgreSQL da MariaDB's buɗaɗɗen tushen sigogin zaɓi ne masu kyau.

14. Kammalawa

14.1 Tunani na Ƙarshe da Taimako don Zaɓin Tsarin Gudanar da Bayanai

Zaɓin madaidaicin Tsarin Gudanar da Bayanai shine yanke shawara mai mahimmanci wanda zai iya tasiri sosai ga inganci, dogaro da babban nasarar aikace-aikacenku da ayyukan kasuwanci. Yana da mahimmanci don zaɓar DBMS wanda ba wai kawai ya dace da buƙatun ku na yanzu ba, har ma yana ba da yuwuwar haɓakawa da haɓaka gaba.

Ƙarshe Tsarukan Gudanar da Bayanai

Mahimmin la'akari yakamata ya haɗa da sauƙin amfani da tsarin, haɓakawa, farashi, aiki da fasalulluka na tsaro. Hakanan ya kamata a yi la'akari da ko tsarin ya dace da tsarin fasaha na ƙungiyar ku ko kuma idan akwai buƙatar ƙarin horo. Zaɓuɓɓukan tushen buɗewa na iya zama acost- bayani mai inganci, yayin da bayanan kasuwanci sukan kawo ƙarin tallafi da cikakkun siffofi.

A ƙarshe, babu "girma ɗaya da ya dace da duka" DBMS mafita. Zaɓin da ya dace zai bambanta bisa ga takamaiman buƙatu da yanayin kowace ƙungiya. Don haka, yana da mahimmanci a yi la'akari da zaɓuɓɓuka daban-daban kafin yanke shawara.

Gabatarwar Marubuci:

Vera Chen ƙwararren masani ne na dawo da bayanai a ciki DataNumen, wanda ke ba da samfurori masu yawa, ciki har da kayan aiki mai ƙarfi zuwa gyara PowerPoint gabatarwa fayiloli.

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