Msc in Data Science vs Msc in Mathematical Modelling

Mkuu hapa ume mbwelambwela kinyama.
Umeongelea kitu usichokijua. Data science ni kitu kikubwa sanaaa kuliko ulivyokielezea. Infact kwenye masters yake ni kama atakuwa ameona a tip of the iceberg kumbe deep down ocean kuna barafu kubwa mno lipo submerged in the water. Angalau angesoma mpaka PHD ndiyo atakuwa amefikia nusu ya data science field.

Tafadhari google kidogo kujua data science ndiyo nini na kina nafasi gani kwenye ulimwengu wa sasa wa tekinolojia ya tehama au teknolojia kiujumla.

Hiyo kitu ni pana na kubwa sana. Ina overlap kwenye field nyingi sana za sayansi, biashara, uchumi n.k.
 
Hii ndio course content ya hiyo data science.
1. Research Methods in science,
hizi research methods huwa zipo covered hata kwenye masomo mengine

2. Problem Driven Group Project

3. Programming in Python and MATLAB, hivi ni vitu vidogo kujifunza na karibia course za science na engineering wanavicover siku hizi.

4. Statistical Methods for Data Science, kidogo hapa utakua mgeni kidogo, ila haitakua tofauti na ile statistical method ya science ya kawaida.

5. Machine Learning Algorithms, hapa ni hesabu sasa, utajifunza algorithim zinazotumika kwenye machine learning, kwa mtu anayezijua hesabu ni vitu vidogo hivi.

6. Data Analysis, Visualization and Use

7. Big Data Analytics,
neno big data lisikuchanganye mkuu, vyote hivi ni vitu vidogo, hapo anamaanisha jinsi ya kuanalyse data nyingi. Unakuta mfano una millions of data, how do you analyse, unaitaka data ya laki tano unafanyaje ili kuichukua ndani ya muda mfupi na mambo mengine yanayohusu data analysis.

Mimi kwa ulewa wangu ukiisoma hii content hapa, unaweza kuicover kwenye masters ya masomo mengine kama ukifanya option ya somo la data science.

Mimi sihitaji kuandika mambo mengi, nina mambo mengi kidogo.

Ila usichukulie neno
Data Science kama data Science, jaribu kuangalia course content na kuona kama vitu vilivyomo humo ndio unavihitaji au la.

Nasema hivyo kwasababu mtu wa mathematics, computer science, statistics na engineering mfano petroleum engineering anaweza kufanya kazi za data science. Kwasababu probably ukiweza kucode kwenye python na Matlab kwa ufasaha then ukailewa na hiyo machine learning na AI kwa ufasaha utakua umeicover hiyo data science kwa 50 percent.
 
Hii ndio course content ya hiyo data science.
1. Research Methods in science,
hizi research methods huwa zipo covered hata kwenye masomo mengine

2. Problem Driven Group Project

3. Programming in Python and MATLAB, hivi ni vitu vidogo kujifunza na karibia course za science na engineering wanavicover siku hizi.

4. Statistical Methods for Data Science, kidogo hapa utakua mgeni kidogo, ila haitakua tofauti na ile statistical method ya science ya kawaida.

5. Machine Learning Algorithms, hapa ni hesabu sasa, utajifunza algorithim zinazotumika kwenye machine learning, kwa mtu anayezijua hesabu ni vitu vidogo hivi.

6. Data Analysis, Visualization and Use

7. Big Data Analytics,
neno big data lisikuchanganye mkuu, vyote hivi ni vitu vidogo, hapo anamaanisha jinsi ya kuanalyse data nyingi. Unakuta mfano una millions of data, how do you analyse, unaitaka data ya laki tano unafanyaje ili kuichukua ndani ya muda mfupi na mambo mengine yanayohusu data analysis.

Mimi kwa ulewa wangu ukiisoma hii content hapa, unaweza kuicover kwenye masters ya masomo mengine kama ukifanya option ya somo la data science.

Mimi sihitaji kuandika mambo mengi, nina mambo mengi kidogo.

Ila usichukulie neno
Data Science kama data Science, jaribu kuangalia course content na kuona kama vitu vilivyomo humo ndio unavihitaji au la.

Nasema hivyo kwasababu mtu wa mathematics, computer science, statistics na engineering mfano petroleum engineering anaweza kufanya kazi za data science. Kwasababu probably ukiweza kucode kwenye python na Matlab kwa ufasaha then ukailewa na hiyo machine learning na AI kwa ufasaha utakua umeicover hiyo data science kwa 50 percent.
 
Hii ndio course content ya hiyo data science.
1. Research Methods in science,
hizi research methods huwa zipo covered hata kwenye masomo mengine

2. Problem Driven Group Project

3. Programming in Python and MATLAB, hivi ni vitu vidogo kujifunza na karibia course za science na engineering wanavicover siku hizi.

4. Statistical Methods for Data Science, kidogo hapa utakua mgeni kidogo, ila haitakua tofauti na ile statistical method ya science ya kawaida.

5. Machine Learning Algorithms, hapa ni hesabu sasa, utajifunza algorithim zinazotumika kwenye machine learning, kwa mtu anayezijua hesabu ni vitu vidogo hivi.

6. Data Analysis, Visualization and Use

7. Big Data Analytics,
neno big data lisikuchanganye mkuu, vyote hivi ni vitu vidogo, hapo anamaanisha jinsi ya kuanalyse data nyingi. Unakuta mfano una millions of data, how do you analyse, unaitaka data ya laki tano unafanyaje ili kuichukua ndani ya muda mfupi na mambo mengine yanayohusu data analysis.

Mimi kwa ulewa wangu ukiisoma hii content hapa, unaweza kuicover kwenye masters ya masomo mengine kama ukifanya option ya somo la data science.

Mimi sihitaji kuandika mambo mengi, nina mambo mengi kidogo.

Ila usichukulie neno
Data Science kama data Science, jaribu kuangalia course content na kuona kama vitu vilivyomo humo ndio unavihitaji au la.

Nasema hivyo kwasababu mtu wa mathematics, computer science, statistics na engineering mfano petroleum engineering anaweza kufanya kazi za data science. Kwasababu probably ukiweza kucode kwenye python na Matlab kwa ufasaha then ukailewa na hiyo machine learning na AI kwa ufasaha utakua umeicover hiyo data science kwa 50 percent.
 
Go for DATA SCIENCE. It has a wider applications. Mining and analyzing data is very critical in decision making. It's a field that is highly trending and is here to stay.
 
Hii jamiiforum bana ,ngoja nicheke

Sent from my SM-J701F using JamiiForums mobile app
 
you are very right mkuu,uyu dogo analeta ujuaji wakati hajui. vyuo vingi data science inakua ni minor inayounganisha na undergraduate ama postgraduate major nyingine, au inakua an area of focus tu within a wider program. japokuwa zipo independent program za data science yenyewe.
 
Ndo maana kumbe wengi wanadai elimu ya bongo inahitaji kuboreshwa ili twende na dunia inavyokwenda sasa naelewa
 
Sio ujuaji, sasa ungetoa ushauri badala ya kuanza kutukana ungepungukiwa nini?
Hata hao waliosoma njee wakarudi bongo mbona hatuoni impact yao katika maisha ya kawaida,
Wengine hadi wanabaki kuuza makande mtaani.


Sent from my SM-J701F using JamiiForums mobile app
 
Hapana.
Muuza makande yupo vizuri sana.
Yule ndiyo ameelimika na kupata maarifa siyo cheti tu.
 
Wasomi wanaumizana, hii hii ila hawajawahi unda hata kamtambo ka kupika komoni.
Ngoja nisubiri mshindi aliesoma ulaya au bongo!
 
Bila Shaka Mkuu
Nimekuelewa , wewe unaongela data science kama course content na mimi naongelea kama big world....

Kwa dunia zilizoendelea sio lazima uwe umesomea technical based subjects kama inavyochukuliwa na dunia ya tatu.
Na kama umesomea pia ni advantage, kwa hiyo ukisomea data science na kuwa data scientist narudia tena sio lazima uwe umesomea masomo ya sayansi,
Dunia ya juu, labda sio Africa kila kitu kinaendeshwa na data, iwe unafanya shopping online, unatap kadi yako iwe ya treni , au na ya benki, kununua vitu sokoni au madukani, kila unachoaangalia kwenye mitandao ya jamii, kuna watu nyuma hii process ambao kazi yao kama data scientist kazi yao ni kutengeneza algorithm kufuatilia trend zako ili kukutumia matangazo ya biashara kwenye email yako au simu yako kutokana na maisha yako , kukutumia habari na mihemko inayofanana na ufuatiliaji wako wa mitandao na tovuti....yaani kama unapenda kustream movies, unapenda kula pizaa , unatumia sana usafiri wa umma, unapenda habari za daimondi......hizi utakuwa kila ukifungu mtandao ndio habari za kwanza unaziona kwenye simu yako au kompyuta....

Ni neno lenye maana kubwa sana tena sana kwa dunia ya leo, au labda wewe unaangalia hili neno kama module ya course fulani...
Amazon amekamata dunia kwa data driven business, ukiwa unajua data science Amazon wanakuhitaji sana tena sana..na fecibuku wanakutafuta, na sasa na hii korona ndio kila serikali za dunia hii zimejua zinahitaji data scientist kuchakachua R number ya covid.... pia kufuatilia mienendo ya wananchi na tabia zao yaani serikali zimekuwa BIG BROTHER kinyemela....

Kwahiyo kwa siku za usoni, huyo mwanafunzi aelewe tu kuwa data science kiujumla ndio habari ya mjini..........
 
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