{"id":30567,"date":"2019-10-31T21:36:14","date_gmt":"2019-10-31T18:36:14","guid":{"rendered":"https:\/\/prohoster.info\/blog\/ot-algoritmov-do-raka-lektsii-so-shkoly-po-bioinformatike\/"},"modified":"2019-10-31T21:36:14","modified_gmt":"2019-10-31T18:36:14","slug":"ot-algoritmov-do-raka-lektsii-so-shkoly-po-bioinformatike","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/news\/ot-algoritmov-do-raka-lektsii-so-shkoly-po-bioinformatike","title":{"rendered":"Nga algoritmet deri te kanceri: ligj\u00ebratat nga shkolla e bioinformatik\u00ebs","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

\"NgaN\u00eb ver\u00ebn e vitit 2018, pran\u00eb Sh\u00ebn Petersburgut, u mbajt shkolla vjetore verore p\u00ebr bioinformatik\u00ebn, n\u00eb t\u00eb cil\u00ebn mor\u00ebn pjes\u00eb 100 student\u00eb dhe doktorant\u00eb p\u00ebr t\u00eb studiuar bioinformatik\u00ebn dhe p\u00ebr t\u00eb m\u00ebsuar rreth p\u00ebrdorimit t\u00eb saj n\u00eb fusha t\u00eb ndryshme t\u00eb biologjis\u00eb dhe mjek\u00ebsis\u00eb. <\/p>\n

Fokusi kryesor i k\u00ebsaj shkolle ishte hulumtimi i kancerit, por ishin gjithashtu leksione mbi fusha t\u00eb tjera t\u00eb bioinformatik\u00ebs, duke filluar nga evolucioni dhe p\u00ebrfunduar me analiz\u00ebn e t\u00eb dh\u00ebnave t\u00eb sekvencimit nj\u00ebqelizor. N\u00ebp\u00ebrmjet jav\u00ebs, pjes\u00ebmarr\u00ebsit m\u00ebsuan si t\u00eb punonin me t\u00eb dh\u00ebnat e sekvencimit t\u00eb gjenerat\u00ebs s\u00eb re, programuan n\u00eb Python dhe R, p\u00ebrdor\u00ebn mjete dhe korniza standarde t\u00eb bioinformatik\u00ebs, u njoh\u00ebn me metodat e biologjis\u00eb sistematike, gjenetik\u00ebs populacionale dhe modelimit t\u00eb ila\u00e7eve n\u00eb studimin e tumoreve, dhe shum\u00eb t\u00eb tjera. <\/p>\n

M\u00eb posht\u00eb do t\u00eb gjeni video t\u00eb 18 leksioneve t\u00eb mbajtura n\u00eb shkoll\u00eb, me nj\u00eb p\u00ebrshkrim t\u00eb shkurt\u00ebr dhe slida. Leksionet e sh\u00ebnuara me yll \u00ab*\u00bb jan\u00eb mjaft bazike, mund t\u00eb shikohen pa p\u00ebrgatitje t\u00eb m\u00ebparshme.
\n<\/a><\/noindex>
\n\"Nga
\n
\n 1*. Onkogenomika dhe onkologjia e personalizuar | Mihail Pyatnitsky, INI i Kimis\u00eb Biomedike <\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Mihail p\u00ebrshkroi shkurtimisht onkogenomik\u00ebn e tumoreve dhe se si kuptimi i evolucionit t\u00eb qelizave kancerogjene mund t\u00eb ndihmoj\u00eb n\u00eb zgjidhjen e problemeve praktike t\u00eb onkologjis\u00eb. Ai i kushtoi ve\u00e7an\u00ebrisht v\u00ebmendje diferencave midis onkogen\u00ebve dhe onkosupresor\u00ebve, metodave p\u00ebr identifikimin e \u00abgeneve t\u00eb kancerit\u00bb dhe ndarjen e subtipave molekular\u00eb t\u00eb tumoreve. N\u00eb p\u00ebrfundim, Mihail iu referua t\u00eb ardhmes s\u00eb onkogenomik\u00ebs dhe problemeve q\u00eb mund t\u00eb paraqiten.<\/p>\n

\"Nga
\n
\n 2*. Diagnostika gjenetike e sindromeve trash\u00ebgimore t\u00eb tumoreve | Andrey Afanasyev, yRisk<\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Andrey diskutoi p\u00ebr sindromet trash\u00ebgimore t\u00eb tumoreve dhe shqyrtoi biologjin\u00eb, epidemiologjin\u00eb dhe manifestimet klinike t\u00eb tyre. Nj\u00eb pjes\u00eb e leksionit ishte e dedikuar pyetjeve mbi testimin gjenetik \u2014 kush duhet ta kaloj\u00eb at\u00eb, \u00e7far\u00eb p\u00ebrfshin, cilat \u00ebsht\u00eb v\u00ebshtir\u00ebsit\u00eb q\u00eb lindin n\u00eb trajtimin e t\u00eb dh\u00ebnave dhe interpretimin e rezultateve dhe, n\u00eb fund, \u00e7far\u00eb dobie sjell kjo p\u00ebr pacient\u00ebt dhe t\u00eb af\u00ebrmit e tyre.<\/p>\n

\"Nga
\n
\n 3*. Pan-Cancer Atlas | German Demidov, BIST\/UPF <\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Pavar\u00ebsisht nga dekadat e k\u00ebrkimeve n\u00eb fush\u00ebn e gjenomik\u00ebs dhe epigjenomik\u00ebs s\u00eb kancerit, p\u00ebrgjigjja ndaj pyetjes \"si, ku dhe pse ndodhin sindromat tumorale\" ende nuk \u00ebsht\u00eb e plot\u00eb. Nj\u00eb nga arsyet p\u00ebr k\u00ebt\u00eb \u00ebsht\u00eb nevoja p\u00ebr nj\u00eb metodologji t\u00eb standardizuar t\u00eb marrjes dhe p\u00ebrpunimit t\u00eb nj\u00eb s\u00ebr\u00eb t\u00eb madhe t\u00eb t\u00eb dh\u00ebnave p\u00ebr t\u00eb zbuluar efekte t\u00eb vogla, t\u00eb cilat \u00ebsht\u00eb e v\u00ebshtir\u00eb t\u00eb evidentohen n\u00eb nj\u00eb grup t\u00eb kufizuar t\u00eb dh\u00ebnash (dhe pik\u00ebrisht kjo sasi \u00ebsht\u00eb tipike p\u00ebr studimet n\u00eb nj\u00eb ose disa laboratore), por q\u00eb n\u00eb p\u00ebrb\u00ebrje luajn\u00eb nj\u00eb rol t\u00eb madh n\u00eb nj\u00eb s\u00ebmundje t\u00eb till\u00eb komplekse dhe multifaktoriale si\u00e7 \u00ebsht\u00eb kanceri.<\/p>\n

N\u00eb vitet e fundit, shum\u00eb grupe t\u00eb fuqishme k\u00ebrkimore n\u00eb bot\u00eb, duke e kuptuar k\u00ebt\u00eb problem, kan\u00eb filluar t\u00eb bashkojn\u00eb p\u00ebrpjekjet e tyre p\u00ebr t\u00eb zbuluar dhe p\u00ebrshkruar t\u00eb gjitha k\u00ebto efekte. Nj\u00eb nga k\u00ebto iniciativa (The PanCancer Atlas) dhe rezultatet e arritura nga ky konsorcium laborator\u00ebsh jan\u00eb publikuar n\u00eb nj\u00eb num\u00ebr special t\u00eb revist\u00ebs Cell, p\u00ebr t\u00eb cilin Gjermani foli n\u00eb k\u00ebt\u00eb ligj\u00ebrat\u00eb.<\/p>\n

\"Nga
\n
\n 4. ChIP-Seq n\u00eb studimin e mekanizmave epigjenetike | Oleg Shpynov, JetBrains Research <\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Regulimi i shprehjes s\u00eb geneve b\u00ebhet n\u00ebp\u00ebrmjet m\u00ebnyra t\u00eb ndryshme. N\u00eb ligj\u00ebrat\u00ebn e tij, Oleg foli p\u00ebr regulimin epigjenetik p\u00ebrmes modifikimit t\u00eb histon\u00ebve, studimin e k\u00ebtyre proceseve me metod\u00ebn ChIP-seq dhe m\u00ebnyrat e analiz\u00ebs s\u00eb rezultateve t\u00eb arritura.<\/p>\n

\"Nga
\n
\n 5. Multiomika n\u00eb studimet e kancerit | Konstantin Okonechnikov, Qendra K\u00ebrkimore p\u00ebr Kancerin n\u00eb Gjermani<\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Zhvillimi i teknologjive eksperimentale n\u00eb biologjin\u00eb molekulare ka lejuar kombinimin e studimit t\u00eb nj\u00eb spektri t\u00eb gjer\u00eb procesesh funksionale n\u00eb qeliza, organe ose madje n\u00eb t\u00eb gjith\u00eb organizmin. P\u00ebr t\u00eb vendosur lidhjet nd\u00ebrmjet p\u00ebrb\u00ebr\u00ebsve t\u00eb proceseve biologjike, duhet t\u00eb p\u00ebrdorim multiomik\u00ebn, e cila kombinon t\u00eb dh\u00ebnat eksperimentale masive t\u00eb gjenomik\u00ebs, transkriptomik\u00ebs, epigjenomik\u00ebs dhe proteomik\u00ebs. Konstantin dha shembuj konkret\u00eb t\u00eb aplikimit t\u00eb multiomik\u00ebs n\u00eb studimet e s\u00ebmundjeve t\u00eb kancerit, me fokus n\u00eb onkologjin\u00eb pediatrike.<\/p>\n

6. Shum\u00ebllojshm\u00ebria dhe kufizimet e analiz\u00ebs s\u00eb qelizave t\u00eb vetme | Konstantin Okonechnikov<\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Nj\u00eb ligj\u00ebrat\u00eb m\u00eb e detajuar mbi sekvencimin e ARN-s\u00eb t\u00eb qelizave t\u00eb vetme dhe metodat e analiz\u00ebs s\u00eb k\u00ebtyre t\u00eb dh\u00ebnave, si dhe m\u00ebnyrat p\u00ebr t'i kap\u00ebrcyer problemet e dukshme dhe t\u00eb fshehta gjat\u00eb studimit t\u00eb tyre.<\/p>\n

\"Nga
\n
\n7. Analiza e t\u00eb dh\u00ebnave single-cell RNA-seq | Konstantin Zaitsev, Universiteti i Washington n\u00eb St.Louis<\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Nj\u00eb ligj\u00ebrat\u00eb hyr\u00ebse mbi sekvenimin e qelizave t\u00eb vetme. Konstantin diskuton metodat e sekvenimit, v\u00ebshtir\u00ebsit\u00eb gjat\u00eb fazave t\u00eb pun\u00ebs laboratorike dhe analiz\u00ebs bioinformatike, si dhe m\u00ebnyrat p\u00ebr t'i kap\u00ebrcyer ato.<\/p>\n

\"Nga
\n
\n8. Diagnostikimi i distrofis\u00eb muskulore p\u00ebrmes sekvenimit me nanopor | Pavel Avdeev, Universiteti George Washington<\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Sekvenimi me teknologjin\u00eb Oxford Nanopore ka avantazhe q\u00eb mund t\u00eb p\u00ebrdoren p\u00ebr t\u00eb zbuluar shkaktar\u00ebt gjenetik\u00eb t\u00eb s\u00ebmundjeve, p\u00ebr shembull, distrofis\u00eb muskulore. N\u00eb ligj\u00ebrat\u00ebn e tij, Pavel tregoi p\u00ebr zhvillimin e nj\u00eb pipeline p\u00ebr diagnostikimin e k\u00ebsaj s\u00ebmundjeje.<\/p>\n

\"Nga
\n
\n 9*. Paraqitja grafike e genomit | Ilya Minkin, Universiteti i Shtetit t\u00eb Pensilvanis\u00eb<\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Modelet grafike lejojn\u00eb p\u00ebrfaq\u00ebsimin e kompakt t\u00eb nj\u00eb numri t\u00eb madh t\u00eb sekuencave t\u00eb ngjashme dhe shpesh p\u00ebrdoren n\u00eb gjenomik\u00eb. Ilya p\u00ebrshkroi n\u00eb detaje se si me ndihm\u00ebn e grafik\u00ebve rikonstruktohen sekuencat genomike, si dhe pse p\u00ebrdoren grafet e De Bruijn-it, se sa kjo qasje \"grafike\" rrit sakt\u00ebsin\u00eb e identifikimit t\u00eb mutacioneve, dhe cilat probleme t\u00eb pazgjidhura me p\u00ebrdorimin e grafik\u00ebve ende ekzistojn\u00eb.<\/p>\n

\"Nga
\n
\n 10*. Proteomika arg\u00ebtuese | Pavel Sinitsin, Instituti Max Planck i Biokimis\u00eb (2 pjes\u00eb) <\/b><\/p>\n

Video 1<\/a><\/noindex>, Video 2<\/a><\/noindex> |Slidet 1<\/a><\/noindex>, Slidet 2<\/a><\/noindex><\/p>\n

Protein\u00ebt jan\u00eb p\u00ebrgjegj\u00ebs p\u00ebr shumic\u00ebn e proceseve bio-kimike n\u00eb organizmat e gjalla, dhe p\u00ebr momentin proteomika \u00ebsht\u00eb metoda e vetme p\u00ebr analiza globale t\u00eb gjendjes s\u00eb mij\u00ebra proteinave nj\u00ebher\u00ebsh. Spektri i problemeve t\u00eb zgjidhura \u00ebsht\u00eb impresionues \u2014 nga identifikimi i antitrupave dhe antigjeneve deri te p\u00ebrcaktimi i vendndodhjes s\u00eb mij\u00ebra proteinave. N\u00eb ligj\u00ebratat e tij, Pavel p\u00ebrshkroi k\u00ebto dhe aplikime t\u00eb tjera t\u00eb proteomik\u00ebs, zhvillimin e saj aktual dhe pengesat n\u00eb analiz\u00ebn e t\u00eb dh\u00ebnave.<\/p>\n

\"Nga
\n
\n 11*. Parimet kryesore t\u00eb simulimeve molekulare | Pavel Yakovlev, BIOCAD <\/b><\/p>\n

Video<\/a><\/noindex>\u00a0| Slida<\/a><\/noindex><\/p>\n

Nj\u00eb ligj\u00ebrat\u00eb teorike hyr\u00ebse mbi dinamik\u00ebn molekulare: p\u00ebr \u00e7far\u00eb \u00ebsht\u00eb e nevojshme, \u00e7far\u00eb b\u00ebn dhe si p\u00ebrdoret n\u00eb zhvillimin e ila\u00e7eve. Pavel i kushtoi v\u00ebmendje metodave t\u00eb dinamiks\u00eb molekulare, shpjegimit t\u00eb forcave molekulare, p\u00ebrshkrimit t\u00eb lidhjeve, koncepteve \"fusha force\" dhe \"integrim\", kufizimeve n\u00eb modelim, dhe shum\u00eb t\u00eb tjera. <\/p>\n

\"Nga
\n
\n 12*. Biologjia molekulare dhe gjenetika | Yuri Barbitov, Instituti i Bioinformatik\u00ebs <\/b><\/p>\n

Video 1<\/a><\/noindex>, Video 2<\/a><\/noindex>, Video 3<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Hyrja n\u00eb biologjin\u00eb molekulare dhe gjenetik\u00ebn p\u00ebrfshin tre pjes\u00eb p\u00ebr student\u00ebt dhe t\u00eb diplomuarit e specialiteteve teknike. N\u00eb leksionin e par\u00eb diskutohen konceptet e biologjis\u00eb moderne, \u00e7\u00ebshtjet e struktur\u00ebs s\u00eb genomit dhe shfaqja e mutacioneve. E dyta thekson detajet e funksionimit t\u00eb gen\u00ebve, proceset e transkriptimit dhe p\u00ebrkthimit, nd\u00ebrsa e treta \u2014 rregullat e shprehjes s\u00eb gen\u00ebve dhe metodat kryesore molekularo-biologjike.<\/p>\n

13*. Parimet e analiz\u00ebs s\u00eb t\u00eb dh\u00ebnave NGS | Yuri Barbitov, Instituti i Bioinformatik\u00ebs<\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

N\u00eb leksion, diskutohen metodat e sekvenimit t\u00eb gjenerat\u00ebs s\u00eb dyt\u00eb (NGS), llojet dhe karakteristikat e tyre. Lectori shpjegon p\u00ebr detajet se si jan\u00eb t\u00eb strukturuara t\u00eb dh\u00ebnat \"n\u00eb dalje\" nga sekvenuesi, si transformohen p\u00ebr analiz\u00eb dhe cilat jan\u00eb m\u00ebnyrat p\u00ebr t'u punuar me to.<\/p>\n

\"Nga
\n
\n 14*. P\u00ebrdorimi i komand\u00ebs s\u00eb linj\u00ebs, praktik\u00eb | Gennadiy Zaharov, EPAM<\/b><\/p>\n

Video<\/a><\/noindex><\/p>\n

Nj\u00eb p\u00ebrmbledhje praktike e komandave t\u00eb dobishme n\u00eb komand\u00ebn e linj\u00ebs Linux, mund\u00ebsive dhe bazave t\u00eb p\u00ebrdorimit t\u00eb tyre. Shembujt jan\u00eb t\u00eb orientuar drejt analiz\u00ebs s\u00eb sekuencave t\u00eb sekvenucuara t\u00eb ADN-s\u00eb. P\u00ebrve\u00e7 operacioneve standarde Linux (p\u00ebr shembull, cat, grep, sed, awk), shqyrtohen mjete p\u00ebr pun\u00eb me sekuenca (samtools, bedtools).<\/p>\n

\"Nga
\n
\n 15*. Vizualizimi i t\u00eb dh\u00ebnave p\u00ebr m\u00eb t\u00eb vegjlit | Nikita Alekseev, Universitete ITMO <\/b><\/p>\n

Video<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

K\u00ebdo i ka ndodhur t\u00eb ilustroj\u00eb rezultatet e projekteve t\u00eb veta shkencore ose t\u00eb analizoj\u00eb diagramet, grafiket dhe imazhet e t\u00eb tjer\u00ebve. Nikita diskutoi se si t\u00eb interpretohen sakt\u00eb grafiket dhe diagramet, duke nxjerr\u00eb n\u00eb pah t\u00eb r\u00ebnd\u00ebsishmet; si t\u00eb vizatohen imazhe t\u00eb kuptueshme. Lectori gjithashtu theksoi se p\u00ebr \u00e7far\u00eb duhet t\u00eb jepet v\u00ebmendje kur lexoni nj\u00eb artikull ose shihni nj\u00eb reklam\u00eb.<\/p>\n

\"Nga
\n
\n 16*. Karriera n\u00eb bioinformatik\u00eb | Viktoria Korzhova, Max Planck Institute of Biochemistry<\/b><\/p>\n

Video: 1<\/a><\/noindex>, 2<\/a><\/noindex> | Slida<\/a><\/noindex><\/p>\n

Viktoria diskutoi p\u00ebr struktur\u00ebn e shkenc\u00ebs akademike jasht\u00eb vendit dhe p\u00ebr at\u00eb q\u00eb duhet t\u00eb dihet, q\u00eb si student i bachelor, masterit ose doktoratur\u00ebs t\u00eb ndihmoj\u00eb n\u00eb nd\u00ebrtimin e nj\u00eb karriere n\u00eb shkenc\u00eb ose n\u00eb industri.<\/p>\n

17*. Si t\u00eb b\u00ebni nj\u00eb CV si shkenc\u00ebtar | Viktoria Korzhova, Max Planck Institute of Biochemistry <\/b><\/p>\n

Video<\/a><\/noindex><\/p>\n

\u00c7far\u00eb t\u00eb lini n\u00eb CV dhe \u00e7far\u00eb t\u00eb hiqni? Cilat fakte do t\u00eb jen\u00eb t\u00ebrheq\u00ebse p\u00ebr nj\u00eb shef t\u00eb mundsh\u00ebm, dhe cilat \u00ebsht\u00eb m\u00eb mir\u00eb t\u00eb mos p\u00ebrmenden? Si t\u00eb organizoni informacionin p\u00ebr t\u00ebrhequr v\u00ebmendjen n\u00eb rezum\u00eb tuaj? Leksioni do t\u00eb jap\u00eb p\u00ebrgjigje p\u00ebr k\u00ebto dhe pyetje t\u00eb tjera.<\/p>\n

18*. Si si organizon tregu i bioinformatik\u00ebs | Andrey Afanasyev, yRisk <\/b><\/p>\n

Video<\/a><\/noindex>\u00a0| Slida<\/a><\/noindex><\/p>\n

Si \u00ebsht\u00eb organizuar tregu dhe ku mund t\u00eb punosh si bioinformatician? P\u00ebrshtatja e k\u00ebtij pyetjeje \u00ebsht\u00eb m\u00eb e detajuar, me shembuj dhe k\u00ebshilla, e paraqitur n\u00eb leksionin e Andrey.<\/p>\n

<\/p>\n

Fund<\/h4>\n

\nSi\u00e7 mund ta keni v\u00ebn\u00eb re, leksionet n\u00eb shkoll\u00eb jan\u00eb mjaft t\u00eb ndryshme n\u00eb tematika \u2014 nga modelimi molekular dhe p\u00ebrdorimi i grafik\u00ebve p\u00ebr nd\u00ebrtimin e genomit, deri te analiza e qelizave t\u00eb vetme dhe nd\u00ebrtimi i karrier\u00ebs shkencore. Ne n\u00eb Institutin e Bioinformatik\u00ebs p\u00ebrpiqemi t\u00eb p\u00ebrfshijm\u00eb n\u00eb programin e shkoll\u00ebs tema t\u00eb ndryshme, p\u00ebr t\u00eb mbuluar sa m\u00eb shum\u00eb disiplinat bioinformatike, dhe q\u00eb \u00e7do pjes\u00ebmarr\u00ebs t\u00eb m\u00ebsoj\u00eb di\u00e7ka t\u00eb re dhe t\u00eb dobishme.<\/p>\n

Shkolla e ardhshme p\u00ebr bioinformatik\u00eb do t\u00eb zhvillohet nga 29 korriku deri m\u00eb 3 gusht 2019 pran\u00eb Mosk\u00ebs. Pranimi p\u00ebr shkoll\u00ebn 2019 tashm\u00eb \u00ebsht\u00eb hapur, deri m\u00eb 1 maj<\/a><\/noindex>. Tema e k\u00ebtij viti do t\u00eb jet\u00eb bioinformatika n\u00eb k\u00ebrkimet mbi zhvillimin (biologjia e zhvillimit) dhe plakjen (aging).<\/p>\n

P\u00ebr ata q\u00eb d\u00ebshirojn\u00eb t\u00eb studiojn\u00eb thell\u00ebsisht bioinformatik\u00ebn, vazhdon pranimi i aplikacioneve p\u00ebr programin ton\u00eb vjetor n\u00eb mode t\u00eb drejtp\u00ebrdrejt\u00eb<\/a><\/noindex> n\u00eb Sh\u00ebn Petersburg. Ose ndiqni njostit tona p\u00ebr hapjen e programit n\u00eb Mosk\u00eb tashm\u00eb k\u00ebt\u00eb vjesht\u00eb.<\/p>\n

P\u00ebr ata q\u00eb nuk jan\u00eb n\u00eb Sh\u00ebn Petersburg ose Mosk\u00eb, por d\u00ebshirojn\u00eb t\u00eb b\u00ebhen bioinformaticien, kemi p\u00ebrgatitur nj\u00eb list\u00eb librash dhe manualesh<\/a><\/noindex> p\u00ebr algoritmat, programimin, gjenez\u00ebn dhe biologjin\u00eb.<\/p>\n

Gjithashtu ne kemi dhjet\u00ebra kurse online t\u00eb hapura dhe falas n\u00eb Stepik<\/a><\/noindex>, t\u00eb cilat mund t'i filloni menj\u00ebher\u00eb.<\/p>\n

N\u00eb vitin 2018, shkolla verore p\u00ebr bioinformatik\u00eb u mbajt me mb\u00ebshtetje nga partner\u00ebt tan\u00eb t\u00eb p\u00ebrhersh\u00ebm \u2013 kompanit\u00eb JetBrains, BIOCAD dhe EPAM, p\u00ebr t\u00eb cilat u falenderojm\u00eb shum\u00eb. <\/p>\n

T\u00eb gjith\u00eb bioinformaticient\u00ebt!<\/b><\/p>\n

P.S. N\u00ebse ju duket e pak\u00ebt, k\u00ebtu \u00ebsht\u00eb nj\u00eb postim me leksione nga shkolla e kaluar dy viteve<\/a><\/noindex> dhe disa shkolla nga vitet paraardh\u00ebse<\/a><\/noindex>.<\/p>\n

\"Nga
\n
Burimi: habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

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