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\u20174?\u25968?\u25454?\u25509?\u20837?\u12289?\u25968?\u25454?\u32479?\u-29791?\u12289?\u25968?\u25454?\u-28820?\u25442?\u31561?\u20960?\u20010?\u26041?\u-26782?\u-28709?\u-30644?\u-29774?\u-30237?\u12290?\u25968?\u25454?\u25509?\u20837?\u21253?\u21547?\u25509?\u20837?MySQL\u12289?Oracle\u12289?Hadoop\u31561?\u24120?\u-30271?\u25968?\u25454?\u24211?\u25805?\u20316?\u-229?\u25968?\u25454?\u32479?\u-29791?\u21253?\u21547?Pandas\u21253?\u30340?\u20855?\u20307?\u29992?\u27861?\u21644?\u-29774?\u-30237?\u-229?\u25968?\u25454?\u-28820?\u25442?\u21253?\u21547?\u23545?\u25968?\u25454?\u-26938?\u30340?\u20851?\u-32684?\u12289?\u21512?\u24182?\u12289?\u-28211?\u22609?\u31561?\u25805?\u20316?\u12290?\u27492?\u22806?\u-244?\u-27512?\u23545?\u28023?\u-28209?\u25968?\u25454?\u30340?\u24773?\u20917?\u19979?\u-244?\u20171?\u32461?\u22312?Spark\u24179?\u21488?\u19978?\u30340?\u25968?\u25454?\u22788?\u29702?\u25216?\u26415?\u-244?\u24182?\u32467?\u21512?\u30495?\u23454?\u29615?\u22659?\u-28709?\u-30644?\u25805?\u20316?\u-29774?\u-30237?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u19968?\u22825?\u19979?\u21320? \u25968?\u25454?\u25366?\u25496?\u29702?\u-29766?\u21450?\u26680?\u24515?\u25216?\u26415?\b0\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u22235?\u-29774? \u-29788?\u-29754?\u25968?\u25454?\u25366?\u25496?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-29774?\u-30237?\u25968?\u25454?\u25366?\u25496?\u22522?\u26412?\u27010?\u24565?\u-244?\u32454?\u-32268?\u-29774?\u-30237?\u19994?\u21153?\u29702?\u-30237?\u12289?\u25968?\u25454?\u29702?\u-30237?\u12289?\u25968?\u25454?\u20934?\u22791?\u12289?\u24314?\u31435?\u27169?\u22411?\u12289?\u27169?\u22411?\u-29756?\u20272?\u12289?\u27169?\u22411?\u-28440?\u32626?\u21508?\u29615?\u-32126?\u30340?\u24037?\u20316?\u20869?\u23481?\u21450?\u30456?\u20851?\u25216?\u26415?\u-229?\u32467?\u21512?\u19994?\u30028?\u32463?\u20856?\u22330?\u26223?\u-244?\u-29774?\u-30237?\u25968?\u25454?\u25366?\u25496?\u30340?\u23454?\u26045?\u27969?\u31243?\u21644?\u26041?\u27861?\u20307?\u31995?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20116?\u-29774? \u25968?\u25454?\u25366?\u25496?\u26680?\u24515?\u25216?\u26415?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u32454?\u-32268?\u-29774?\u-30237?\u25277?\u26679?\u12289?\u20998?\u21306?\u12289?\u26679?\u26412?\u24179?\u-30623?\u12289?\u29305?\u24449?\u-28663?\u25321?\u12289?\u-29779?\u32451?\u27169?\u22411?\u12289?\u-29756?\u20272?\u27169?\u22411?\u31561?\u25968?\u25454?\u25366?\u25496?\u26680?\u24515?\u25216?\u26415?\u21407?\u29702?\u-244?\u24182?\u32467?\u21512?\u26696?\u20363?\u-29774?\u-30237?\u20854?\u20855?\u20307?\u23454?\u29616?\u21644?\u29992?\u27861?\u12290?\u23588?\u20854?\u-27512?\u23545?\u26679?\u26412?\u24179?\u-30623?\u-244?\u-28211?\u28857?\u-29774?\u-30237?\u20154?\u24037?\u21512?\u25104?\u12289?\u20195?\u20215?\u25935?\u24863?\u31561?\u31639?\u27861?\u-229?\u-27512?\u23545?\u29305?\u24449?\u-28663?\u25321?\u-244?\u-28211?\u28857?\u-29774?\u-30237?\u29305?\u24449?\u-28663?\u25321?\u30340?\u26680?\u24515?\u24605?\u-29201?\u-244?\u24182?\u32467?\u21512?Python\u-28709?\u-30644?\u26696?\u20363?\u28436?\u31034?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20108?\u22825?\u19978?\u21320? \u22823?\u25968?\u25454?\u31639?\u27861?\u21407?\u29702?\u21450?\u26696?\u20363?\u23454?\u29616?\u-248?1\u-247?\b0\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20845?\u-29774? \u29305?\u24449?\u-27059?\u32500?\u31639?\u27861?\u21450?Python\u23454?\u29616?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-27059?\u32500?\u26159?\u22823?\u25968?\u25454?\u20998?\u26512?\u-26786?\u24120?\u-28211?\u-30335?\u30340?\u31639?\u27861? \u-244?\u23427?\u21487?\u20197?\u22312?\u-27059?\u20302?\u26497?\u23569?\u20449?\u24687?\u-28209?\u30340?\u24773?\u20917?\u19979?\u-244?\u26497?\u22823?\u22320?\u32553?\u23567?\u25968?\u25454?\u-30268?\u27169?\u12290?\u20027?\u-30335?\u-29774?\u-30237?\u20027?\u25104?\u20998?\u12289?LDA\u20197?\u21450?t-SNE\u21407?\u29702?\u-244?\u24182?\u32467?\u21512?\u26696?\u20363?\u-28709?\u-30644?Python\u23454?\u29616?\u12290?\u29305?\u21035?\u22320?\u-244?\u-27512?\u23545?\u28023?\u-28209?\u25968?\u25454?\u24773?\u20917?\u19979?\u30340?\u24212?\u29992?\u22330?\u26223?\u-244?\u-29774?\u-30237?\u23454?\u29616?\u24605?\u-29201?\u21644?Python\u26696?\u20363?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u19971?\u-29774? \u20915?\u31574?\u26641?\u31639?\u27861?\u21450?Python\u23454?\u29616?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20915?\u31574?\u26641?\u26159?\u-26786?\u24120?\u32463?\u20856?\u30340?\u31639?\u27861? \u-244?\u19968?\u-32212?\u24120?\u-30271?\u20110?\u23567?\u25968?\u25454?\u30340?\u25366?\u25496?\u12290?\u30001?\u20110?\u20915?\u31574?\u26641?\u20855?\u26377?\u26497?\u24378?\u30340?\u21487?\u-30237?\u-28214?\u24615?\u-244?\u-27512?\u23545?\u28023?\u-28209?\u25968?\u25454?\u20173?\u28982?\u26159?\u-26786?\u24120?\u-28211?\u-30335?\u30340?\u23454?\u29992?\u20215?\u20540?\u12290?\u20027?\u-30335?\u-29774?\u-30237?ID3\u12289?C4.5\u12289?C5.0\u20197?\u21450?CART\u20915?\u31574?\u26641?\u31639?\u27861?\u30340?\u23454?\u29616?\u21407?\u29702?\u-244?\u24182?\u32467?\u21512?\u26696?\u20363?\u-28709?\u-30644?Python\u23454?\u29616?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20843?\u-29774? \u22522?\u20110?\u20083?\u-32390?\u30284?\u25968?\u25454?\u-28709?\u-30644?\u-27059?\u32500?\u20998?\u26512?\u24182?\u24314?\u31435?\u20998?\u31867?\u27169?\u22411?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23454?\u25112?\u-28440?\u20998?\u-230?\u22522?\u20110?\u20083?\u-32390?\u30284?\u25968?\u25454?\u-28709?\u-30644?\u-27059?\u32500?\u22788?\u29702?\u-244?\u24182?\u23581?\u-29739?\u24314?\u31435?\u20998?\u31867?\u-29756?\u20272?\u27169?\u22411?\u12290?\u26088?\u22312?\u-28646?\u-28729?\u-29723?\u27169?\u22411?\u-244?\u24182?\u28508?\u22312?\u30340?\u20083?\u-32390?\u30284?\u24739?\u-32763?\u-28709?\u-30644?\u-29754?\u21035?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20108?\u22825?\u19979?\u21320? \u22823?\u25968?\u25454?\u31639?\u27861?\u21407?\u29702?\u21450?\u26696?\u20363?\u23454?\u29616?\u-248?2\u-247?\b0\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20061?\u-29774? \u22240?\u26524?\u25512?\u29702?\u31639?\u27861?\u21450?Python\u23454?\u29616?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u22823?\u25968?\u25454?\u20998?\u26512?\u25216?\u26415?\u21487?\u20197?\u24110?\u21161?\u25105?\u20204?\u21435?\u21457?\u29616?\u12289?\u-30237?\u20915?\u19968?\u20123?\u19994?\u21153?\u-27154?\u-26472?\u-244?\u28982?\u-32756?\u22914?\u20309?\u21435?\u21028?\u26029?\u25105?\u20204?\u30340?\u25913?\u-28709?\u26159?\u21542?\u29983?\u25928?\u-244?\u26159?\u21542?\u22312?\u19994?\u21153?\u25351?\u26631?\u19978?\u21576?\u29616?\u-28729?\u19968?\u23450?\u30340?\u22240?\u26524?\u-28613?\u-28783?\u-244?\u21017?\u26159?\u19968?\u20010?\u-28211?\u-30335?\u-27154?\u-26472?\u21644?\u20998?\u26512?\u26041?\u21521?\u12290?\u26412?\u-32126?\u20027?\u-30335?\u20171?\u32461?\u22240?\u26524?\u25512?\u29702?\u31639?\u27861?\u-244?\u21253?\u25324?\u-29411?\u21494?\u26031?\u25512?\u29702?\u12289?\u29366?\u24577?\u31354?\u-27148?\u27169?\u22411?\u20197?\u21450?CausalImpact\u24037?\u20855?\u31561?\u20869?\u23481?\u-244?\u24182?\u32467?\u21512?\u26696?\u20363?\u-28709?\u-30644?Python\u23454?\u29616?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u21313?\u-29774? \u28145?\u24230?\u23398?\u20064?\u31639?\u27861?\u21450?Python\u23454?\u29616?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23545?\u20110?\u22823?\u25968?\u25454?\u30340?\u24314?\u27169?\u20219?\u21153?\u-244?\u25105?\u20204?\u21487?\u20197?\u22522?\u20110?\u28145?\u24230?\u23398?\u20064?\u26469?\u23454?\u29616?\u-244?\u19981?\u20165?\u-32515?\u22815?\u-27512?\u23545?\u28023?\u-28209?\u25968?\u25454?\u-28709?\u-30644?\u24314?\u27169?\u-244?\u20854?\u25928?\u26524?\u20063?\u-26786?\u24120?\u19981?\u-27367?\u12290?\u26412?\u-32126?\u20027?\u-30335?\u-29774?\u-30237?\u28145?\u24230?\u23398?\u20064?\u30340?\u21457?\u23637?\u21382?\u31243?\u-244?DBN\u12289?DNN\u31561?\u32463?\u20856?\u28145?\u24230?\u23398?\u20064?\u31639?\u27861?\u-244?\u28145?\u24230?\u23398?\u20064?\u20248?\u21270?\u31639?\u27861?\u20197?\u21450?\u19968?\u20123?\u25216?\u24039?\u12290?\u21516?\u26102?\u-244?\u20171?\u32461?Keras\u24211?\u30340?\u20351?\u29992?\u26041?\u27861?\u-244?\u24182?\u32467?\u21512?\u26696?\u20363?\u-28709?\u-30644?Python\u23454?\u29616?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u21313?\u19968?\u-29774? Lending Club\u20449?\u-29385?\u-28707?\u32422?\u20998?\u26512?\u26696?\u20363?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u23454?\u25112?\u-28440?\u20998?\u-230?\u22522?\u20110?Lending Club\u20449?\u-29385?\u-28707?\u32422?\u25968?\u25454?\u-244?\u23581?\u-29739?\u20174?\u22810?\u20010?\u19981?\u21516?\u30340?\u32500?\u24230?\u-28709?\u-30644?\u25968?\u25454?\u20998?\u26512?\u-244?\u26088?\u22312?\u21457?\u29616?\u19968?\u20123?\u26377?\u20215?\u20540?\u30340?\u20449?\u24687?\u-244?\u21516?\u26102?\u22522?\u20110?\u-29723?\u25968?\u25454?\u-244?\u32463?\u-28729?\u19968?\u23450?\u30340?\u22788?\u29702?\u-244?\u24314?\u31435?\u20449?\u-29385?\u-28707?\u32422?\u-29754?\u21035?\u27169?\u22411?\u-244?\u26088?\u22312?\u23545?\u20449?\u-29385?\u19994?\u21153?\u21150?\u29702?\u25552?\u20379?\u27169?\u22411?\u25903?\u25345?\u-244?\u-27059?\u20302?\u-28707?\u32422?\u-26418?\u-27031?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u19977?\u22825?\u19978?\u21320? Python\u24212?\u29992?\u23454?\u25112?\u-248?\u19968?\u-247?\b0\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u21313?\u20108?\u-29774? Python\u-32278?\u28982?\u-29715?\u-30208?\u22788?\u29702?\u21407?\u29702?\u21450?\u26696?\u20363?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u30446?\u21069?\u25991?\u26723?\u25968?\u25454?\u24050?\u32463?\u25104?\u20026?\u24456?\u22810?\u20225?\u19994?\u-28211?\u-30335?\u30340?\u-29372?\u20135?\u-244?\u-28646?\u-28729?\u23545?\u25991?\u26723?\u25968?\u25454?\u-28709?\u-30644?\u-30237?\u26512?\u12289?\u24314?\u27169?\u12289?\u20998?\u26512?\u12289?\u25366?\u25496?\u12289?\u21487?\u-30266?\u21270?\u-244?\u25105?\u20204?\u-32515?\u22815?\u21457?\u29616?\u19981?\u19968?\u26679?\u30340?\u27934?\u23519?\u12290?\u26412?\u-32126?\u20027?\u-30335?\u-29774?\u-30237?\u-32278?\u28982?\u-29715?\u-30208?\u22788?\u29702?\u22522?\u26412?\u27010?\u24565?\u21644?\u25216?\u27861?\u-244?\u21253?\u21547?\u20998?\u-29747?\u12289?\u20851?\u-27346?\u23383?\u25552?\u21462?\u12289?\u25991?\u25688?\u25552?\u21462?\u12289?\u25991?\u26412?\u20998?\u31867?\u12289?\u20027?\u-26472?\u27169?\u22411?\u12289?word2vec\u31561?\u20869?\u23481?\u12290?\u20171?\u32461?\u22312?\u28145?\u24230?\u23398?\u20064?\u30340?\u21152?\u25345?\u19979?\u-244?\u19982?\u20256?\u32479?\u20570?\u27861?\u30340?\u21306?\u21035?\u-244?\u24182?\u20351?\u29992?Python\u-28709?\u-30644?\u26696?\u20363?\u-29774?\u-30237?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u21313?\u19977?\u-29774? \u25968?\u25454?\u20998?\u26512?\u22270?\u-30616?\u21450?Python\u26696?\u20363?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25968?\u25454?\u21487?\u-30266?\u21270?\u26159?\u22823?\u25968?\u25454?\u20998?\u26512?\u30340?\u-28211?\u-30335?\u25163?\u27573?\u-244?\u-28646?\u-28729?\u21512?\u29702?\u22320?\u20351?\u29992?\u22270?\u-30616?\u-244?\u19981?\u20165?\u21487?\u20197?\u31616?\u27905?\u22320?\u-30616?\u-28738?\u25968?\u25454?\u30340?\u21547?\u20041?\u-244?\u-25896?\u25928?\u22320?\u21457?\u29616?\u-27154?\u-26472?\u-244?\u-28712?\u21487?\u20197?\u20026?\u25253?\u21578?\u30340?\u32534?\u20889?\u20197?\u21450?\u25968?\u25454?\u20998?\u26512?web\u24212?\u29992?\u22686?\u-32142?\u19981?\u23569?\u12290?\u26412?\u-32126?\u20027?\u-30335?\u-29774?\u-30237?\u24120?\u29992?\u30340?\u25968?\u25454?\u20998?\u26512?\u22270?\u-30616?\u21450?\u20854?\u20351?\u29992?\u22330?\u26223?\u-244?\u20171?\u32461?\u25968?\u25454?\u21487?\u-30266?\u21270?\u30340?\u26041?\u27861?\u-29766?\u-244?\u-28545?\u20813?\u29983?\u25644?\u30828?\u22871?\u30340?\u20351?\u29992?\u22270?\u-30616?\u-244?\u-27512?\u23545?\u19981?\u21516?\u30340?\u19994?\u21153?\u22330?\u26223?\u21644?\u-26880?\u27714?\u-244?\u21512?\u29702?\u-28663?\u25321?\u21487?\u-30266?\u21270?\u26041?\u27861?\u12290?\u20171?\u32461?\u30340?\u24037?\u20855?\u19981?\u-27056?\u20110?matplotlib\u12289?pycha\u12289?pyecharts\u12289?ggplot\u12289?Bokeh\u12289?HoloViews\u12289?mpld3\u12289?plotly\u12289?pygal\u31561?\u24120?\u29992?\u21487?\u-30266?\u21270?\u24211?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u19977?\u22825?\u19979?\u21320? Python\u24212?\u29992?\u23454?\u25112?\u-248?\u20108?\u-247?\b0\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u21313?\u22235?\u-29774? \u20351?\u29992?Notebook\u32534?\u20889?\u25968?\u25454?\u20998?\u26512?\u25253?\u21578?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25968?\u25454?\u20998?\u26512?\u25253?\u21578?\u22312?\u22823?\u25968?\u25454?\u20998?\u26512?\u-28729?\u31243?\u20013?\u20855?\u26377?\u-28211?\u-30335?\u20215?\u20540?\u-244?\u23427?\u20307?\u29616?\u20102?\u22823?\u25968?\u25454?\u20998?\u26512?\u30340?\u30446?\u30340?\u12289?\u-28729?\u31243?\u21644?\u32467?\u26524?\u-244?\u20197?\u21450?\u23545?\u21457?\u29616?\u-27154?\u-26472?\u30340?\u-30237?\u-29701?\u12289?\u25913?\u-28709?\u26041?\u26696?\u31561?\u31561?\u-244?\u26412?\u-32126?\u20027?\u-30335?\u-29774?\u-30237?\u20351?\u29992?Notebook\u32534?\u20889?\u25968?\u25454?\u20998?\u26512?\u25253?\u21578?\u30340?\u20855?\u20307?\u26041?\u27861?\u-244?\u20197?\u21450?\u32534?\u20889?\u25968?\u25454?\u20998?\u26512?\u25253?\u21578?\u30340?\u26041?\u27861?\u-29766?\u-244?\u24182?\u32467?\u21512?\u26696?\u20363?\u-29774?\u-30237?\u20854?\u29992?\u27861?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u21313?\u20116?\u-29774? Dash\u21487?\u-30266?\u21270?\u24320?\u21457?\u23454?\u25112?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 Dash\u26159?\u19968?\u27454?\u19981?\u-27367?\u30340?\u26694?\u26550?\u-244?\u21487?\u20197?\u22522?\u20110?Dash\u24555?\u-28641?\u24320?\u21457?\u19968?\u20010?\u-28805?\u-28209?\u32423?\u30340?\u25968?\u25454?\u20998?\u26512?web\u24212?\u29992?\u12290?\u22312?\u32593?\u-26507?\u20013?\u23884?\u20837?\u22270?\u-30616?\u12289?\u25968?\u25454?\u20197?\u21450?\u20998?\u26512?\u30340?\u31639?\u27861?\u-244?\u-26786?\u24120?\u-28670?\u21512?\u25171?\u-28640?\u20225?\u19994?\u20869?\u-28440?\u30340?\u25935?\u25463?\u25968?\u25454?\u20998?\u26512?\u24037?\u20855?\u-26938?\u12290?\u26412?\u-32126?\u20027?\u-30335?\u20171?\u32461?Dash\u30340?UI\u12289?Server\u12289?Reactivity\u12289?\u25511?\u20214?\u31561?\u20869?\u23481?\u-244?\u21516?\u26102?\u-29774?\u-30237?\u19968?\u20010?\u29992?Dash\u23454?\u29616?\u25968?\u25454?\u20998?\u26512?\u21151?\u-32515?\u-248?\u20860?\u22270?\u-30616?\u-247?\u30340?\u23454?\u-27067?\u26696?\u20363?\u-244?\u25645?\u24314?\u26381?\u21153?\u22120?\u-244?\u22312?\u20225?\u19994?\u20869?\u-28440?\u23454?\u29616?\u-28805?\u-28209?\u32423?\u25968?\u25454?\u20998?\u26512?\u24212?\u29992?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u22235?\u22825? \u23398?\u20064?\u-32765?\u26680?\u19982?\u19994?\u20869?\u32463?\u-25972?\u20132?\u27969?\b0\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u21016?\u-32767?\u24072?\u20171?\u32461?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u21016?\u-32767?\u24072? 10\u22810?\u24180?\u30340?IT\u-26490?\u22495?\u30456?\u20851?\u25216?\u26415?\u30740?\u31350?\u21644?\u-26503?\u30446?\u24320?\u21457?\u24037?\u20316?\u-244?\u22312?\u-27265?\u26399?\u-28817?\u20214?\u-26490?\u22495?\u24037?\u20316?\u-28729?\u31243?\u20013?\u-244?\u23545?\u-28817?\u20214?\u20225?\u19994?\u-28720?\u20316?\u27169?\u24335?\u26377?\u28145?\u20837?\u30740?\u31350?\u-244?\u29087?\u24713?\u-28817?\u20214?\u-29400?\u-28209?\u20445?\u-26980?\u26631?\u20934?ISO9003\u21644?\u-28817?\u20214?\u-28729?\u31243?\u25913?\u-28709?\u27169?\u22411?CMM/CMMI\u-244?\u22312?\u20855?\u20307?\u-26503?\u30446?\u23454?\u26045?\u-28729?\u31243?\u20013?\u24635?\u32467?\u32463?\u-25972?\u-244?\u26377?\u28145?\u21051?\u-29788?\u-29754?\u12290?\u-28646?\u26195?\u22810?\u31181?\u-28817?\u20214?\u-29762?\u-29791?\u21644?\u24320?\u21457?\u24037?\u20855?\u12290?\u23545?\u-28817?\u20214?\u24320?\u21457?\u25972?\u20010?\u27969?\u31243?\u-26786?\u24120?\u29087?\u24713?\u-244?\u-32515?\u26681?\u25454?\u-26503?\u30446?\u29305?\u28857?\u23450?\u21046?\u20855?\u20307?\u-28817?\u20214?\u-28729?\u31243?\u-244?\u24182?\u-28709?\u-30644?\u-26503?\u30446?\u31649?\u29702?\u21644?\u30417?\u25511?\u-244?\u26377?\u24456?\u24378?\u30340?\u-28817?\u20214?\u-26503?\u30446?\u32452?\u32455?\u31649?\u29702?\u-32515?\u21147?\u12290?\u23545?C/C++ \u12289?HTML 5\u12289?python\u12289?Hadoop\u12289?java\u12289?java EE\u12289?android\u12289?IOS\u12289?\u22823?\u25968?\u25454?\u12289?\u20113?\u-29791?\u31639?\u26377?\u27604?\u-28797?\u28145?\u20837?\u30340?\u29702?\u-30237?\u21644?\u24212?\u29992?\u-244?\u20855?\u26377?\u-28797?\u24378?\u30340?\u31227?\u21160?\u20114?\u-32684?\u32593?\u24212?\u29992?\u-26880?\u27714?\u20998?\u26512?\u21644?\u31995?\u32479?\u-29762?\u-29791?\u-32515?\u21147?\u-244?\u29087?\u24713?Android\u26694?\u26550?\u12289?IOS\u26694?\u26550?\u31561?\u25216?\u26415?\u-244?\u20102?\u-30237?\u21508?\u31181?\u-29762?\u-29791?\u27169?\u24335?\u-244?\u-32515?\u22312?\u20855?\u20307?\u-26503?\u30446?\u20013?\u28789?\u27963?\u-28720?\u29992?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u25105?\u-30335?\u25253?\u21517?\b0\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u21672?\u-29726?\u30005?\u-29731?\u-230?027-5111 9925 , 027-5111 9926\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u20540?\u29677?\u25163?\u26426?\u-230?18971071887    \u-28498?\u31665?\u-230?Service@mingketang.com\par}