浜哄伐鏅鸿兘灏�(du矛)鏈�(hu矛)瑷�(j矛)琛屾キ(y猫)鐧�(f膩)灞曠殑褰遍熆宸插緸宸ュ叿闈╂柊杞�(zhu菐n)鍚戣伔妤�(y猫)鑳藉姏閲嶆(g貌u)銆�2025骞翠腑绱�(j铆)鏈�(hu矛)瑷�(j矛)鑰冭│灏囨繁搴﹁瀺鍏I鎶€琛�(sh霉)鎳�(y墨ng)鐢ㄥ牬(ch菐ng)鏅€傛湰鏂囪В鏋愯妤�(y猫)璁婇潻涓嬬殑鑰冪侗鍗囩礆(j铆)璺緫锛屽苟鎻愪緵“鎶€琛�(sh霉)+灏�(zhu膩n)妤�(y猫)”闆欐牳椹�(q奴)鍕�(d貌ng)鐨勫倷鑰冩柟妗堛€�

涓€銆佷汉宸ユ櫤鑳藉皪(du矛)鏈�(hu矛)瑷�(j矛)琛屾キ(y猫)鐧�(f膩)灞曠殑涓夊ぇ璁婇潻鏂瑰悜

AI鎶€琛�(sh霉)姝ｉ噸濉戞渻(hu矛)瑷�(j矛)琛屾キ(y猫)鐨勫児(ji脿)鍊奸張姊�锛�2025骞磋€冪敓闇€闂�(gu膩n)娉ㄤ互涓嬫牳蹇冨奖闊匡細

鑱疯兘閭婄晫閬风Щ锛�

鑷嫊(d貌ng)鍖栨浛浠ｏ細RPA铏曠悊鍩虹(ch菙)鏍哥畻(濡傛噳(y墨ng)鏀舵噳(y墨ng)浠樺皪(du矛)璩�)锛屾渻(hu矛)瑷�(j矛)浜哄摗杞�(zhu菐n)鍚戞焙绛栨敮鎸佽垏棰�(f膿ng)闅�(xi菐n)绠℃帶;

妗堜緥锛氭煇澶紒璨�(c谩i)鍕�(w霉)鍏变韩涓績寮曞叆AI鍚�锛屾牳绠楀礂浣嶇府娓�60%锛屼絾鏁�(sh霉)鎿�(j霉)鍒嗘瀽宕楅渶姹傚闀�(zh菐ng)200%銆�

鏁�(sh霉)鎿�(j霉)鍍�(ji脿)鍊兼繁鍖栵細

瀵�(sh铆)鏅�(sh铆)娲炲療锛欱I宸ュ叿鏁村悎妤�(y猫)璨�(c谩i)鏁�(sh霉)鎿�(j霉)鐢熸垚鍕�(d貌ng)鎱�(t脿i)绠＄悊鍫�(b脿o)琛�(濡傛垚鏈嫊(d貌ng)鍥犲彲瑕栧寲);

闋�(y霉)娓�(c猫)鑳藉姏锛氭(j墨)鍣ㄥ(xu茅)缈�(x铆)妯″瀷闋�(y霉)娓�(c猫)璩囬噾閺堟柗瑁傞ⅷ(f膿ng)闅�(xi菐n)锛岃紨鍔┿€婅病(c谩i)鍕�(w霉)绠＄悊銆嬩腑鐨勬祦鍕�(d貌ng)鎬х鐞嗘焙绛�銆�

鍊悊鑸囧悎瑕�(gu墨)鎸戞埌(zh脿n)锛�

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鏁�(sh霉)鎿�(j霉)瀹夊叏锛氥€婄稉(j墨ng)婵�(j矛)娉曘€嬫垨寮�(qi谩ng)鍖栥€婄恫(w菐ng)绲�(lu貌)瀹夊叏娉曘€嬨€婂€�(g猫)浜轰俊鎭繚璀�(h霉)娉曘€嬪湪鏈�(hu矛)瑷�(j矛)鍫�(ch菐ng)鏅殑閬╃敤鎬�銆�

浜屻€�2025骞磋€冭│鍛介鍗囩礆(j铆)锛欰I鎶€琛�(sh霉)婊查€忕殑涓夊ぇ缍害

瀵�(sh铆)鍕�(w霉)鍫�(ch菐ng)鏅櫤鑳藉寲锛�

椤屽瀷闈╂柊锛�

銆婁腑绱�(j铆)鏈�(hu矛)瑷�(j矛)瀵�(sh铆)鍕�(w霉)銆嬫柊澧�“鏅鸿兘璨�(c谩i)鍕�(w霉)绯荤当(t菕ng)鏁�(sh霉)鎿�(j霉)鏍￠(y脿n)”涓昏椤�(濡侫I鍚堝苟鍫�(b脿o)琛ㄦ姷閵�(xi膩o)閭忚集鐨勪汉宸ュ京(f霉)鏍�);

銆婅病(c谩i)鍕�(w霉)绠＄悊銆嬭姹傜敤Python铏曠悊娴烽噺鏁�(sh霉)鎿�(j霉)锛屾(g貌u)寤烘湰閲忓埄鍒嗘瀽妯″瀷骞惰В閲嬬畻娉曞眬闄愭€�銆�

娉曞緥棰�(f膿ng)闅�(xi菐n)鍓嶆部鍖栵細

妗堜緥鍒嗘瀽锛氳⿻(p铆ng)浼板崁(q奴)濉婇張闆诲瓙鎲戣瓑鐨勫悎娉曟€�(濡傚搱甯岀畻娉曢槻绡℃敼鎬ц垏銆婇浕瀛愮敖鍚嶆硶銆嬮姕鎺�);

鍚堣(gu墨)瑷�(sh猫)瑷�(j矛)锛氶嚌灏�(du矛)AI鐢熸垚鐨勭▍鍕�(w霉)鍫�(b脿o)鍛�锛岃ō(sh猫)瑷�(j矛)“姗�(j墨)鍣ㄨ几鍑�+浜哄伐绨界珷”鐨勯洐閲嶅悎瑕�(gu墨)娴佺▼銆�

浜烘(j墨)鍗�(xi茅)鍚屾€濈董鑰冩牳锛�

姹虹瓥妯℃摤锛氬湪AI鎻愪緵澶氬铻嶈硣鏂规(濡傚偟鍕�(w霉)閲嶇祫妯″瀷)鍚�锛岃姹傜祼(ji茅)鍚堜紒妤�(y猫)鎴�(zh脿n)鐣ラ伕鎿囨渶鍎�(y艒u)璺緫;

鍊悊杈ㄦ瀽锛氳◣璜朅I瀵╄▓(j矛)宸ュ叿鐨勬暩(sh霉)鎿�(j霉)鍋忚(ji脿n)灏�(du矛)璨�(c谩i)鍫�(b脿o)鍏厑鎬х殑褰遍熆銆�

涓�銆佸倷鑰冪瓥鐣ワ細妲�(g貌u)寤�“鎶€琛�(sh霉)閬╅厤+灏�(zhu膩n)妤�(y猫)澹佸”闆欑(j矛ng)鐖�(zh膿ng)鍔�

1. 宸ュ叿閺堝(sh铆)鎴�(zh脿n)锛氬緸鎳�(y墨ng)鐢ㄥ埌绮鹃€�

AI鏈�(hu矛)瑷�(j矛)骞宠嚭(t谩i)鎿嶄綔锛�

鎺屾彙鐢ㄥ弸RPA瑷�(sh猫)瑷�(j矛)鍣ㄣ€侀噾铦舵櫤鑳藉悎骞跺牨(b脿o)琛ㄦā濉婄殑鐣板父铏曠悊娴佺▼;

閫氶亷(gu貌)“閲橀嚇瀹滄惌”浣庝唬纰煎钩鑷�(t谩i)鎼缓绨�(ji菐n)鏄撹不(f猫i)鐢ㄥ牨(b脿o)閵�(xi膩o)鑷嫊(d貌ng)鍖栨祦绋�銆�

鏁�(sh霉)鎿�(j霉)鍒嗘瀽鑳藉姏閫�(j矛n)闅庯細

瀛�(xu茅)缈�(x铆)Python(Pandas銆丼cikit-learn搴�(k霉))娓呮礂璨�(c谩i)鍕�(w霉)鏁�(sh霉)鎿�(j霉)骞舵(g貌u)寤洪爯(y霉)娓�(c猫)妯″瀷;

鐢≒ower BI鍒朵綔銆婅病(c谩i)鍕�(w霉)绠＄悊銆嬪嫊(d貌ng)鎱�(t脿i)鎴愭湰鍒嗘瀽鐪嬫澘锛岄棞(gu膩n)鑱�(li谩n)澶氱董搴﹁畩閲�銆�

2. 灏�(zhu膩n)妤�(y猫)鑳藉姏鎸栨經锛氳仛鐒I涓嶅彲鏇夸唬闋�(l菒ng)鍩�

鏈�(hu矛)瑷�(j矛)浼拌▓(j矛)寮�(qi谩ng)鍖栵細

绮剧爺璩囩敘(ch菐n)娓涘€�銆佹敹鍏ョ⒑瑾�(r猫n)绛夐渶鑱锋キ(y猫)鍒ゆ柗鐨勮€冮粸(di菐n)(濡侫I鐒�(w煤)娉曟浛浠ｇ殑“绠＄悊灞ゆ剰鍦�”瑭�(p铆ng)浼�);

閫氶亷(gu貌)涓婂競鍏徃璨�(c谩i)鍫�(b脿o)妗堜緥搴�(k霉)锛岃〒(x霉n)绶村京(f霉)闆滀氦鏄撶殑鏈�(hu矛)瑷�(j矛)铏曠悊鐩磋(ju茅)銆�

娉曞緥娣卞害鏁村悎锛�

姊崇悊銆婃皯娉曞吀銆嬨€婃暩(sh霉)鎿�(j霉)瀹夊叏娉曘€嬩腑鑸嘇I鏈�(hu矛)瑷�(j矛)鐩搁棞(gu膩n)鐨勬娆�锛屾(g貌u)寤哄悎瑕�(gu墨)绛旈妯℃澘銆�

3. 鎬濈董鍗囩董锛氬緸宸ュ叿浣跨敤鍒版埌(zh脿n)鐣ヨō(sh猫)瑷�(j矛)

妗堜緥鎷嗚В锛�

鍒嗘瀽“瀵у痉鏅�(sh铆)浠I鎴愭湰绠℃帶绯荤当(t菕ng)”鐨勬妧琛�(sh霉)璺緫锛屾彁鐓夈€婅病(c谩i)鍕�(w霉)绠＄悊銆嬭€冮粸(di菐n)闂�(gu膩n)鑱�(li谩n)榛�(di菐n);

鐮旂┒鏅彲姘搁亾“Halo瀵╄▓(j矛)骞宠嚭(t谩i)”鐨勪汉姗�(j墨)鍗�(xi茅)浣滄(j墨)鍒讹紝绺界祼(ji茅)銆婄稉(j墨ng)婵�(j矛)娉曘€嬪悎瑕�(gu墨)瑷�(sh猫)瑷�(j矛)瑕侀粸(di菐n)銆�

琛屾キ(y猫)娲炲療锛�

鍙冭垏“AI鏈�(hu矛)瑷�(j矛)瓒ㄥ嫝(sh矛)鐮旇◣鏈�(hu矛)”锛屼簡瑙ｆ櫤鑳借病(c谩i)鍕�(w霉)鍒嗘瀽甯�(AIFA)绛夋柊鑸堝礂浣嶈兘鍔涜姹�;

瑷傞柋璨�(c谩i)鏀块儴銆婃渻(hu矛)瑷�(j矛)琛屾キ(y猫)浜烘墠鐧�(f膩)灞曡(gu墨)鍔冦€�锛岄爯(y霉)鍒ゆ斂绛栧皫(d菐o)鍚戣垏鑰冮粸(di菐n)闂�(gu膩n)鑱�(li谩n)鎬�銆�

浜哄伐鏅鸿兘灏�(du矛)鏈�(hu矛)瑷�(j矛)琛屾キ(y猫)鐧�(f膩)灞曠殑褰遍熆鏈唱(zh矛)鏄�“鑳藉姏閫�(j矛n)鍖�”锛岃€岄潪“鑱锋キ(y猫)鏇夸唬”銆�2025骞磋€冪敓闇€浠�“鎶€琛�(sh霉)宸ュ叿鐐虹考锛屽皥(zhu膩n)妤�(y猫)鍒ゆ柗鐐烘牳”锛岄噸榛�(di菐n)绐佺牬鏁�(sh霉)鎿�(j霉)鍒嗘瀽銆佸悎瑕�(gu墨)瑷�(sh猫)瑷�(j矛)鍙婃埌(zh脿n)鐣ュ崝(xi茅)鍚屼笁澶ц兘鍔涘煙銆傞€氶亷(gu貌)宸ュ叿瀵�(sh铆)鎿嶇府鐭倷鑰冨懆鏈�锛岄€氶亷(gu貌)灏�(zhu膩n)妤�(y猫)娣辫€曟(g貌u)寤虹(j矛ng)鐖�(zh膿ng)澹佸锛屾柟鑳藉湪鏅鸿兘鍖栨渻(hu矛)瑷�(j矛)娴疆涓帠瀹氬嫕灞€锛岃磸鍙栦腑绱�(j铆)鏈�(hu矛)瑷�(j矛)甯獚(r猫n)璀�銆�

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闋�(l菒ng)鍙栨柟寮忥細

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2.榛�(di菐n)鎿婁笅鍦�鍏嶈不(f猫i)闋�(l菒ng)鍙�2025骞翠腑绱�(j铆)鏈�(hu矛)瑷�(j矛)鍌欒€冭硣鏂欏寘锛�

鍦ㄥ倷鑰冮亷(gu貌)绋嬩腑涔熷垾蹇樿缍�(j墨ng)甯稿仛椤屼締(l谩i)妾㈤(y脿n)鑷繁鐨勫(xu茅)缈�(x铆)鏁堟灉鍝�锛�榛�(di菐n)鎿婁笅鏂瑰湒鐗囧嵆鍙枊(k膩i)濮嬪埛椤�銆�

浠ヤ笂鏄�“浜哄伐鏅鸿兘灏�(du矛)鏈�(hu矛)瑷�(j矛)琛屾キ(y猫)鐧�(f膩)灞曠殑褰遍熆锛�2025骞翠腑绱�(j铆)鏈�(hu矛)瑷�(j矛)鍌欒€冩埌(zh脿n)鐣ヨ垏鑳藉姏閲嶅”鐨勫叏閮�?j墨)?n猫i)瀹�锛屽皬绶ㄧ偤寤ｅぇ鑰冪敓涓婂偝鏇村2025骞翠腑绱�(j铆)鏈�(hu矛)瑷�(j矛)鍌欒€冨(xu茅)缈�(x铆)瑷�(j矛)鍔�銆佸倷鑰冭硣鏂�锛屽彲榛�(di菐n)鎿�“鍏嶈不(f猫i)涓嬭級”鎸夐垥鍚庨€�(j矛n)鍏ヤ笅杓夐爜(y猫)闈�銆�