2025骞存繁鍦虫暩(sh霉)瀛楃嚐(y铆ng)閵疯垏鏂版秷璨�(f猫i)鍝佺墝浜烘墠闇�姹傚垎鏋�
鐧�(f膩)甯冩檪(sh铆)闁擄細2025-10-29
闅ㄨ憲鏁�(sh霉)瀛楃稉(j墨ng)婵�(j矛)鏅�(sh铆)浠ｇ殑鍏ㄩ潰鍒颁締(l谩i)鍜屾秷璨�(f猫i)鍗囩礆(j铆)瓒ㄥ嫝(sh矛)鐨勬繁鍏ユ帹閫�(j矛n)锛屾暩(sh霉)瀛楃嚐(y铆ng)閵疯垏鏂版秷璨�(f猫i)鍝佺墝姝ｆ垚鐐烘繁鍦崇稉(j墨ng)婵�(j矛)鍓�(chu脿ng)鏂扮櫦(f膩)灞曠殑鏂板紩鎿庡拰閲嶈澧為暦(zh菐ng)妤�銆傛繁鍦充綔鐐轰腑鍦�(gu贸)鏀归潻闁�(k膩i)鏀剧殑鍓嶆部闄ｅ湴鍜屽壍(chu脿ng)鏂板壍(chu脿ng)妤�(y猫)鐨勯珮鍦帮紝鎲戝�熷叾瀹屽杽鐨勭敘(ch菐n)妤�(y猫)閺�銆佹椿韬嶇殑鍓�(chu脿ng)鎶曡硣鏈拰鍎�(y艒u)瓒婄殑鏁�(sh霉)瀛楃稉(j墨ng)婵�(j矛)鐢熸厠(t脿i)锛屾鍔犻�熸墦閫犲叏鐞冩暩(sh霉)瀛楃嚐(y铆ng)閵峰壍(chu脿ng)鏂颁腑蹇冨拰鏂版秷璨�(f猫i)鍝佺墝瀛靛寲鍩哄湴銆傚皻璩㈤仈(d谩)鐛甸牠閫氶亷(gu貌)灏�(du矛)2025骞存繁鍦虫暩(sh霉)瀛楃嚐(y铆ng)閵疯垏鏂版秷璨�(f猫i)鍝佺墝鐢�(ch菐n)妤�(y猫)鐧�(f膩)灞曠殑娣卞害鍒嗘瀽锛岀祼(ji茅)鍚堜紒妤�(y猫)鎷涜仒闇�姹傜殑瀵�(sh铆)鍦拌(di脿o)鐮旓紝鐧�(f膩)甯冩湰鍫�(b脿o)鍛�锛屾棬鍦ㄧ偤琛屾キ(y猫)浼佹キ(y猫)鎻愪緵鍓嶇灮鎬т汉鎵嶆埌(zh脿n)鐣ュ弮鑰冿紝鍔╁姏浼佹キ(y猫)鍦ㄦ暩(sh霉)瀛楃稉(j墨ng)婵�(j矛)娴疆涓磸寰楀厛姗�(j墨)銆�
涓�銆佹繁鍦虫暩(sh霉)瀛楃嚐(y铆ng)閵疯垏鏂版秷璨�(f猫i)鍝佺墝鐢�(ch菐n)妤�(y猫)鐧�(f膩)灞曠従(xi脿n)鐙�鑸囪定鍕�(sh矛)
1.1 鐢�(ch菐n)妤�(y猫)鐧�(f膩)灞曠従(xi脿n)鐙�
•鐢�(ch菐n)妤�(y猫)瑕�(gu墨)妯℃寔绾�(x霉)鎿�(ku貌)澶�锛�2024骞存繁鍦虫暩(sh霉)瀛楃嚐(y铆ng)閵风敘(ch菐n)妤�(y猫)瑕�(gu墨)妯＄獊鐮�1500鍎勫厓锛屾柊娑堣不(f猫i)鍝佺墝甯傚牬(ch菐ng)瑕�(gu墨)妯¤秴閬�(gu貌)800鍎勫厓锛屽勾澧為暦(zh菐ng)鐜囧潎淇濇寔鍦�30%浠ヤ笂
•鐢�(ch菐n)妤�(y猫)閺堟棩瓒ㄥ畬鍠�锛氬舰鎴愬緸鍏�(n猫i)瀹瑰壍(chu脿ng)鎰�銆佸獟楂旀姇鏀俱�佹暩(sh霉)鎿�(j霉)鍒嗘瀽鍒板搧鐗屽鍖栫殑瀹屾暣鐢�(ch菐n)妤�(y猫)閺�
•鍓�(chu脿ng)鏂扮敓鎱�(t脿i)娲昏簫锛氭秾鐝�(xi脿n)鍑轰竴鎵规暩(sh霉)瀛楃嚐(y铆ng)閵风崹(d煤)瑙掔嵏浼佹キ(y猫)鍜屾柊娑堣不(f猫i)鍝佺墝锛屽舰鎴�"澶т腑灏忎紒妤�(y猫)铻嶉��"鐨勫壍(chu脿ng)鏂扮敓鎱�(t脿i)
•鎶�琛�(sh霉)椹�(q奴)鍕�(d貌ng)鏄庨’锛�AI銆佸ぇ鏁�(sh霉)鎿�(j霉)銆�VR/AR绛夋柊鎶�琛�(sh霉)鍦ㄦ暩(sh霉)瀛楃嚐(y铆ng)閵疯垏鏂版秷璨�(f猫i)鍝佺墝寤鸿ō(sh猫)涓唬娉涙噳(y墨ng)鐢�
1.2 2025骞寸櫦(f膩)灞曡定鍕�(sh矛)
•AI鑸囩嚐(y铆ng)閵锋繁搴﹁瀺鍚�锛�AI鍏�(n猫i)瀹圭敓鎴愩�佹櫤鑳芥姇鏀�銆佸��(g猫)鎬у寲鎺ㄨ枽绛夋妧琛�(sh霉)鎴愮偤鏁�(sh霉)瀛楃嚐(y铆ng)閵锋牳蹇冪(j矛ng)鐖�(zh膿ng)鍔�
•鍏ㄥ煙鐕�(y铆ng)閵锋垚鐐轰富娴�锛氬緸鍠竴娓犻亾鍚戠窔涓婄窔涓嬪叏娓犻亾銆佸叏鍫�(ch菐ng)鏅嚐(y铆ng)閵疯綁(zhu菐n)璁�锛屾秷璨�(f猫i)鑰呴珨椹�(y脿n)鎴愮偤鏍稿績
•鍏�(n猫i)瀹圭嚐(y铆ng)閵疯垏绀句氦闆诲晢铻嶅悎锛氱煭瑕栭牷銆佺洿鎾�銆�KOL绛夊収(n猫i)瀹瑰舰寮忚垏绀句氦闆诲晢娣卞害铻嶅悎锛岃綁(zhu菐n)鍖栨晥鐜囨彁鍗�
•鍝佺墝骞磋紩鍖栬垏鍦�(gu贸)娼礇璧�锛氭柊娑堣不(f猫i)鍝佺墝鏇村姞娉ㄩ噸骞磋紩鍖栬〃閬�(d谩)鑸囧湅(gu贸)娼厓绱狅紝鏂囧寲瑾�(r猫n)鍚屾垚鐐哄搧鐗屽缓瑷�(sh猫)闂�(gu膩n)閸�
1.3 娣卞湷鐢�(ch菐n)妤�(y猫)闆嗚仛鐗归粸(di菐n)
•鍗楀北绉戞妧鍦掕仛闆嗕簡鏁�(sh霉)瀛楃嚐(y铆ng)閵锋妧琛�(sh霉)鑸囧钩鑷�(t谩i)浼佹キ(y猫)
•绂忕敯CBD鑱氶泦浜嗗湅(gu贸)闅�4A寤ｅ憡鍏徃鑸囨柊娑堣不(f猫i)鍝佺墝绺介儴
•榫嶈彲銆佸瀹夊湴鍗�(q奴)褰㈡垚浜嗗収(n猫i)瀹瑰壍(chu脿ng)鎰忚垏闆诲晢鏈嶅嫏(w霉)鐨勭敘(ch菐n)妤�(y猫)闆嗙兢
•鍚勫ぇ闆诲晢骞宠嚭(t谩i)锛堝鎶栭煶銆佸ぉ璨撱�佹嫾澶氬锛夊湪娣卞湷瑷�(sh猫)绔嬪崁(q奴)鍩熺附閮�
浜�銆�2025骞存暩(sh霉)瀛楃嚐(y铆ng)閵蜂汉鎵嶉渶姹傚垎鏋�
2.1 楂樼鐕�(y铆ng)閵风鐞嗛宕椾綅
2.1.1 棣栧腑鐕�(y铆ng)閵峰畼(CMO)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•甯傚牬(ch菐ng)鐕�(y铆ng)閵�銆佸伐鍟嗙鐞嗘垨鐩搁棞(gu膩n)灏堟キ(y猫)鑳屾櫙锛�MBA鍎�(y艒u)鍏�
•10骞翠互涓婃暩(sh霉)瀛楃嚐(y铆ng)閵风稉(j墨ng)椹�(y脿n)锛�5骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•绮鹃�氭暩(sh霉)瀛楃嚐(y铆ng)閵峰叏娓犻亾绛栫暐鑸囬爯(y霉)绠楃鐞�
•鍏锋湁鎴愬姛鍝佺墝寤鸿ō(sh猫)鑸囩嚐(y铆ng)閵锋渚�
•浜烘墠鐣�(hu脿)鍍�锛�
•鎴�(zh脿n)鐣ユ�濈董锛氬叿鍌欏叏灞�瑕栬鑸囨埌(zh脿n)鐣ヨ(gu墨)鍔冭兘鍔涳紝鑳藉埗瀹氶暦(zh菐ng)鏈熺嚐(y铆ng)閵锋埌(zh脿n)鐣�
•鏁�(sh霉)鎿�(j霉)椹�(q奴)鍕�(d貌ng)锛氭搮闀�(zh菐ng)鏁�(sh霉)鎿�(j霉)鍒嗘瀽鑸囨焙绛�锛岃兘鍩轰簬鏁�(sh霉)鎿�(j霉)鍎�(y艒u)鍖栫嚐(y铆ng)閵风瓥鐣�
•鍓�(chu脿ng)鏂版剰璀�(sh铆)锛氬皪(du矛)鏂版妧琛�(sh霉)銆佹柊瓒ㄥ嫝(sh矛)鏁忔劅锛屾暍浜庡槜瑭﹀壍(chu脿ng)鏂�?t墨ng)I(y铆ng)閵锋柟寮�
•璩囨簮鏁村悎锛氬叿鍌欐暣鍚堝収(n猫i)澶栭儴璩囨簮鐨勮兘鍔�锛屾(g貌u)寤虹嚐(y铆ng)閵风敓鎱�(t脿i)
2.1.2 鏁�(sh霉)瀛楃嚐(y铆ng)閵风附鐩�(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•甯傚牬(ch菐ng)鐕�(y铆ng)閵�銆佸唬鍛婂(xu茅)鎴栫浉闂�(gu膩n)灏堟キ(y猫)鑳屾櫙
•8骞翠互涓婃暩(sh霉)瀛楃嚐(y铆ng)閵风稉(j墨ng)椹�(y脿n)锛�3骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•绮鹃�氭暩(sh霉)瀛楃嚐(y铆ng)閵锋笭閬撹垏宸ュ叿锛岀啛鎮変富娴佸钩鑷�(t谩i)瑕�(gu墨)鍓�
•鍏锋湁鍏ㄦ绛栧妰鑸囧煼(zh铆)琛岃兘鍔�
•浜烘墠鐣�(hu脿)鍍�锛�
•娓犻亾灏堥暦(zh菐ng)锛氬湪鎼滅储銆佺ぞ浜�銆佸収(n猫i)瀹广�侀浕鍟嗙瓑鏌愪竴闋�(l菒ng)鍩熸湁娣卞害灏堥暦(zh菐ng)
•鍓�(chu脿ng)鎰忚兘鍔�锛氬叿鍌欏壍(chu脿ng)鎰忔�濈董鑸囧収(n猫i)瀹圭瓥鍔冭兘鍔�锛岃兘鐢�(ch菐n)鍑虹垎娆惧収(n猫i)瀹�
•鍩�(zh铆)琛岃兘鍔�锛氭搮闀�(zh菐ng)闋�(xi脿ng)鐩鐞嗚垏鍦�(tu谩n)闅�(du矛)鍗�(xi茅)浣滐紝鑳介珮鏁堣惤鍦扮嚐(y铆ng)閵锋柟妗�
•鏁�(sh霉)鎿�(j霉)鍒嗘瀽锛氳兘閫氶亷(gu貌)鏁�(sh霉)鎿�(j霉)娲炲療鍎�(y艒u)鍖栫嚐(y铆ng)閵锋晥鏋滐紝鎻愬崌ROI
2.2 灏堟キ(y猫)鎶�鑳介宕椾綅
2.2.1 AI鐕�(y铆ng)閵锋噳(y墨ng)鐢ㄥ皥瀹�
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氭サ楂�
•鏍稿績瑕佹眰锛�
•瑷�(j矛)绠楁(j墨)绉戝(xu茅)銆佹暩(sh霉)鎿�(j霉)绉戝(xu茅)鎴栧競鍫�(ch菐ng)鐕�(y铆ng)閵风浉闂�(gu膩n)灏堟キ(y猫)鑳屾櫙
•5骞翠互涓�AI鍦ㄧ嚐(y铆ng)閵烽牁(l菒ng)鍩熸噳(y墨ng)鐢ㄧ稉(j墨ng)椹�(y脿n)
•绮鹃��AI鍏�(n猫i)瀹圭敓鎴�銆佹櫤鑳芥姇鏀�銆佸��(g猫)鎬у寲鎺ㄨ枽绛夋妧琛�(sh霉)
•鍏锋湁AI鐕�(y铆ng)閵烽爡(xi脿ng)鐩惤鍦扮稉(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•鎶�琛�(sh霉)鐞嗚В锛氫簡瑙�AI鎶�琛�(sh霉)鍘熺悊鑸囨噳(y墨ng)鐢ㄥ牬(ch菐ng)鏅紝鑳借垏鎶�琛�(sh霉)鍦�(tu谩n)闅�(du矛)楂樻晥鍗�(xi茅)浣�
•鐕�(y铆ng)閵锋礊瀵�锛氬叿鍌欑嚐(y铆ng)閵峰皥妤�(y猫)鐭ヨ瓨(sh铆)锛岃兘灏�AI鎶�琛�(sh霉)鑸囩嚐(y铆ng)閵烽渶姹傛湁鏁堢祼(ji茅)鍚�
•鍓�(chu脿ng)鏂版�濈董锛氬杽浜庣櫦(f膩)鐝�(xi脿n)AI鍦ㄧ嚐(y铆ng)閵蜂腑鐨勫壍(chu脿ng)鏂版噳(y墨ng)鐢ㄩ粸(di菐n)锛屾帹鍕�(d貌ng)鐕�(y铆ng)閵疯畩闈�
•鏁�(sh霉)鎿�(j霉)鏁忔劅锛氳兘閫氶亷(gu貌)鏁�(sh霉)鎿�(j霉)鍒嗘瀽瑭�(p铆ng)浼�AI鐕�(y铆ng)閵锋晥鏋�锛屾寔绾�(x霉)鍎�(y艒u)鍖栨ā鍨�
2.2.2 鍏ㄥ煙鐕�(y铆ng)閵风瓥鐣ュ皥瀹�
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•甯傚牬(ch菐ng)鐕�(y铆ng)閵枫�佸唬鍛婂(xu茅)鎴栫浉闂�(gu膩n)灏堟キ(y猫)鑳屾櫙
•8骞翠互涓婃暩(sh霉)瀛楃嚐(y铆ng)閵风稉(j墨ng)椹�(y脿n)锛岀啛鎮夌窔涓婄窔涓嬪叏娓犻亾鐕�(y铆ng)閵�
•绮鹃�氭秷璨�(f猫i)鑰呮梾绋嬭ō(sh猫)瑷�(j矛)鑸囩敤鎴堕珨椹�(y脿n)鍎�(y艒u)鍖�
•鍏锋湁澶у瀷鍏ㄥ煙鐕�(y铆ng)閵烽爡(xi脿ng)鐩瓥鍔冭垏鍩�(zh铆)琛岀稉(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•绯荤当(t菕ng)鎬濈董锛氬叿鍌欏叏灞�瑕栬锛岃兘妲�(g貌u)寤哄畬鏁寸殑鍏ㄥ煙鐕�(y铆ng)閵烽珨绯�
•鐢ㄦ埗娲炲療锛氭繁鍏ョ悊瑙ｆ秷璨�(f猫i)鑰呴渶姹傝垏琛岀偤锛岃兘绮炬簴(zh菙n)瀹氫綅鐩(bi膩o)鐢ㄦ埗
•娓犻亾鏁村悎锛氭搮闀�(zh菐ng)鏁村悎绶氫笂绶氫笅澶氭笭閬撹硣婧愶紝瀵�(sh铆)鐝�(xi脿n)鍗�(xi茅)鍚屾晥鎳�(y墨ng)
•鏁�(sh霉)鎿�(j霉)闁夌挵(hu谩n)锛氳兘妲�(g貌u)寤烘暩(sh霉)鎿�(j霉)椹�(q奴)鍕�(d貌ng)鐨勭嚐(y铆ng)閵烽枆鐠�(hu谩n)锛屽(sh铆)鐝�(xi脿n)鍏ㄩ張璺劒(y艒u)鍖�
2.2.3 鍏�(n猫i)瀹圭嚐(y铆ng)閵风附鐩�(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•鏂拌仦鍌虫挱銆佷腑鏂�銆佸競鍫�(ch菐ng)鐕�(y铆ng)閵锋垨鐩搁棞(gu膩n)灏堟キ(y猫)鑳屾櫙
•8骞翠互涓婂収(n猫i)瀹瑰壍(chu脿ng)浣滆垏鍏�(n猫i)瀹圭嚐(y铆ng)閵风稉(j墨ng)椹�(y脿n)锛�3骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•绮鹃�氱煭瑕栭牷銆佺洿鎾�佸湒鏂囩瓑澶氱ó鍏�(n猫i)瀹瑰舰寮�
•鍏锋湁鐖嗘鍏�(n猫i)瀹规墦閫犺垏IP閬�(y霉n)鐕�(y铆ng)缍�(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•鍓�(chu脿ng)鎰忚兘鍔�锛氬叿鍌欏嚭鑹茬殑鍓�(chu脿ng)鎰忔�濈董鑸囧収(n猫i)瀹圭瓥鍔冭兘鍔�
•鏁樹簨鑳藉姏锛氭搮闀�(zh菐ng)鍝佺墝鏁呬簨妲�(g貌u)寤鸿垏鎯呮劅鍏遍炒鍓�(chu脿ng)閫�
•骞宠嚭(t谩i)绮鹃��锛氱啛鎮夊悇鍏�(n猫i)瀹瑰钩鑷�(t谩i)瑕�(gu墨)鍓囪垏鐢ㄦ埗鍋忓ソ
•鏁�(sh霉)鎿�(j霉)鍒嗘瀽锛氳兘閫氶亷(gu貌)鏁�(sh霉)鎿�(j霉)娲炲療鍎�(y艒u)鍖栧収(n猫i)瀹圭瓥鐣�锛屾彁鍗囧収(n猫i)瀹规晥鏋�
2.2.4 绀句氦闆诲晢閬�(y霉n)鐕�(y铆ng)绺界洠(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•闆诲瓙鍟嗗嫏(w霉)銆佸競鍫�(ch菐ng)鐕�(y铆ng)閵锋垨鐩搁棞(gu膩n)灏堟キ(y猫)鑳屾櫙
•8骞翠互涓婄ぞ浜ら浕鍟嗛亱(y霉n)鐕�(y铆ng)缍�(j墨ng)椹�(y脿n)锛�3骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•鐔熸倝绀句氦闆诲晢骞宠嚭(t谩i)瑕�(gu墨)鍓囪垏閬�(y霉n)鐕�(y铆ng)妯″紡
•鍏锋湁绀句氦闆诲晢鍝佺墝瀛靛寲鑸囬姺鍞闀�(zh菐ng)缍�(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•骞宠嚭(t谩i)灏堥暦(zh菐ng)锛氬湪鎶栭煶銆佸皬绱呮浉(sh奴)銆佽闋昏櫉(h脿o)绛夋煇涓�绀句氦闆诲晢闋�(l菒ng)鍩熸湁娣卞害灏堥暦(zh菐ng)
•鍏�(n猫i)瀹硅兘鍔�锛氭搮闀�(zh菐ng)鍏�(n猫i)瀹圭瓥鍔冭垏鍓�(chu脿ng)浣滐紝鑳界敘(ch菐n)鍑洪珮杞�(zhu菐n)鍖栫巼鍏�(n猫i)瀹�
•鐢ㄦ埗閬�(y霉n)鐕�(y铆ng)锛氱簿閫氱敤鎴剁暙(hu脿)鍍忔(g貌u)寤鸿垏绉佸煙娴侀噺閬�(y霉n)鐕�(y铆ng)
•鏁�(sh霉)鎿�(j霉)鍒嗘瀽锛氳兘閫氶亷(gu貌)鏁�(sh霉)鎿�(j霉)鍎�(y艒u)鍖栫敘(ch菐n)鍝侀伕鍝佽垏鐕�(y铆ng)閵风瓥鐣ワ紝鎻愬崌閵峰敭杞�(zhu菐n)鍖�
2.3 鏁�(sh霉)鎿�(j霉)鑸囨妧琛�(sh霉)椤炲礂浣�
2.3.1 鐕�(y铆ng)閵锋暩(sh霉)鎿�(j霉)绉戝(xu茅)瀹�
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•鏁�(sh霉)鎿�(j霉)绉戝(xu茅)銆佺当(t菕ng)瑷�(j矛)瀛�(xu茅)鎴栧競鍫�(ch菐ng)鐕�(y铆ng)閵风浉闂�(gu膩n)灏堟キ(y猫)鑳屾櫙锛岀ⅸ澹強浠ヤ笂瀛�(xu茅)姝峰劒(y艒u)鍏�
•5骞翠互涓婄嚐(y铆ng)閵锋暩(sh霉)鎿�(j霉)鍒嗘瀽缍�(j墨ng)椹�(y脿n)
•绮鹃�氭暩(sh霉)鎿�(j霉)鎸栨帢銆佹(j墨)鍣ㄥ(xu茅)缈�(x铆)鑸囩敤鎴惰鐐哄垎鏋�
•鍏锋湁鐕�(y铆ng)閵锋暩(sh霉)鎿�(j霉)妯″瀷妲�(g貌u)寤鸿垏鎳�(y墨ng)鐢ㄧ稉(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•鎶�琛�(sh霉)鑳藉姏锛氱啛绶存帉鎻�Python銆�SQL銆�R绛夋暩(sh霉)鎿�(j霉)鍒嗘瀽宸ュ叿
•鐕�(y铆ng)閵风悊瑙�锛氬叿鍌欑嚐(y铆ng)閵峰皥妤�(y猫)鐭ヨ瓨(sh铆)锛岃兘灏囨暩(sh霉)鎿�(j霉)鍒嗘瀽绲�(ji茅)鏋滆綁(zhu菐n)鍖栫偤鐕�(y铆ng)閵风瓥鐣�
•寤烘ā鑳藉姏锛氭搮闀�(zh菐ng)妲�(g貌u)寤虹敤鎴剁暙(hu脿)鍍忋�佹帹钖︾郴绲�(t菕ng)銆佺嚐(y铆ng)閵锋晥鏋滈爯(y霉)娓�(c猫)绛夋ā鍨�
•妤�(y猫)鍕�(w霉)娲炲療锛氳兘閫氶亷(gu貌)鏁�(sh霉)鎿�(j霉)娲炲療妤�(y猫)鍕�(w霉)鍟�(w猫n)椤岋紝鎻愪緵鏁�(sh霉)鎿�(j霉)椹�(q奴)鍕�(d貌ng)鐨勬焙绛栨敮鎸�
2.3.2 鐕�(y铆ng)閵锋妧琛�(sh霉)灏堝(MARTECH)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•瑷�(j矛)绠楁(j墨)绉戝(xu茅)銆佹暩(sh霉)鎿�(j霉)绉戝(xu茅)鎴栧競鍫�(ch菐ng)鐕�(y铆ng)閵风浉闂�(gu膩n)灏堟キ(y猫)鑳屾櫙
•5骞翠互涓婄嚐(y铆ng)閵锋妧琛�(sh霉)瀵�(sh铆)鏂借垏鍎�(y艒u)鍖栫稉(j墨ng)椹�(y脿n)
•鐔熸倝CDP銆�DMP銆佺嚐(y铆ng)閵疯嚜鍕�(d貌ng)鍖栫瓑鎶�琛�(sh霉)骞宠嚭(t谩i)
•鍏锋湁鐕�(y铆ng)閵锋妧琛�(sh霉)绯荤当(t菕ng)鎼缓鑸囬泦鎴愮稉(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•鎶�琛�(sh霉)鐞嗚В锛氫簡瑙ｄ富娴佺嚐(y铆ng)閵锋妧琛�(sh霉)骞宠嚭(t谩i)鍘熺悊鑸囨噳(y墨ng)鐢ㄥ牬(ch菐ng)鏅�
•绯荤当(t菕ng)鎬濈董锛氬叿鍌欑嚐(y铆ng)閵锋妧琛�(sh霉)鐢熸厠(t脿i)绯荤当(t菕ng)妲�(g貌u)寤鸿兘鍔�
•闆嗘垚鑳藉姏锛氭搮闀�(zh菐ng)鐕�(y铆ng)閵锋妧琛�(sh霉)绯荤当(t菕ng)鐨勯泦鎴愯垏鏁�(sh霉)鎿�(j霉)鎵撻��
•鍟�(w猫n)椤岃В姹�锛氳兘閫氶亷(gu貌)鎶�琛�(sh霉)鎵嬫瑙ｆ焙鐕�(y铆ng)閵烽亷(gu貌)绋嬩腑鐨勫(sh铆)闅涘晱(w猫n)椤�
涓�銆�2025骞存柊娑堣不(f猫i)鍝佺墝浜烘墠闇�姹傚垎鏋�
3.1 鍝佺墝鎴�(zh脿n)鐣ヨ垏绠＄悊椤炲礂浣�
3.1.1 棣栧腑鍝佺墝瀹�(CBO)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•甯傚牬(ch菐ng)鐕�(y铆ng)閵�銆佸搧鐗岀鐞嗘垨鐩搁棞(gu膩n)灏堟キ(y猫)鑳屾櫙锛�MBA鍎�(y艒u)鍏�
•10骞翠互涓婂搧鐗岀鐞嗙稉(j墨ng)椹�(y脿n)锛�5骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•绮鹃�氬搧鐗屾埌(zh脿n)鐣ュ畾浣嶈垏鍝佺墝楂旂郴妲�(g貌u)寤�
•鍏锋湁鎴愬姛鍝佺墝寤鸿ō(sh猫)鑸囩鐞嗘渚�
•浜烘墠鐣�(hu脿)鍍�锛�
•鎴�(zh脿n)鐣ユ�濈董锛氬叿鍌欏叏灞�瑕栬鑸囨埌(zh脿n)鐣ヨ(gu墨)鍔冭兘鍔�锛岃兘鍒跺畾闀�(zh菐ng)鏈熷搧鐗屾埌(zh脿n)鐣�
•鏂囧寲娲炲療锛氭繁鍏ョ悊瑙ｆ秷璨�(f猫i)鑰呭績鐞嗚垏鏂囧寲瓒ㄥ嫝(sh矛)锛岃兘妲�(g貌u)寤哄搧鐗屾枃鍖栬獚(r猫n)鍚�
•鍓�(chu脿ng)鏂版剰璀�(sh铆)锛氬皪(du矛)鍝佺墝鍓�(chu脿ng)鏂版湁鐛�(d煤)鍒拌(ji脿n)瑙�锛岃兘鎺ㄥ嫊(d貌ng)鍝佺墝鎸佺簩(x霉)閫�(j矛n)鍖�
•璩囨簮鏁村悎锛氬叿鍌欐暣鍚堝収(n猫i)澶栭儴鍝佺墝璩囨簮鐨勮兘鍔涳紝妲�(g貌u)寤哄搧鐗岀敓鎱�(t脿i)
3.1.2 鐢�(ch菐n)鍝佺附鐩�(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•鐢�(ch菐n)鍝佺鐞�銆佸競鍫�(ch菐ng)鐕�(y铆ng)閵锋垨鐩搁棞(gu膩n)灏堟キ(y猫)鑳屾櫙
•8骞翠互涓婄敘(ch菐n)鍝佺鐞嗙稉(j墨ng)椹�(y脿n)锛�3骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•绮鹃�氱敘(ch菐n)鍝佺敓鍛藉懆鏈熺鐞嗚垏鐢ㄦ埗闇�姹傛寲鎺�
•鍏锋湁鏂版秷璨�(f猫i)鐢�(ch菐n)鍝佸緸0鍒�1鎵撻�犵稉(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•鐢ㄦ埗娲炲療锛氭繁鍏ョ悊瑙ｇ洰妯�(bi膩o)鐢ㄦ埗闇�姹傝垏鐥涢粸(di菐n)锛岃兘绮炬簴(zh菙n)瀹氱京鐢�(ch菐n)鍝佸畾浣�
•鍓�(chu脿ng)鏂拌兘鍔�锛氬叿鍌欑敘(ch菐n)鍝佸壍(chu脿ng)鏂版�濈董锛岃兘鎵撻�犲樊鐣板寲鐢�(ch菐n)鍝�
•闋�(xi脿ng)鐩鐞�锛氭搮闀�(zh菐ng)鐢�(ch菐n)鍝佽(gu墨)鍔冭垏闋�(xi脿ng)鐩鐞�锛岃兘楂樻晥鎺ㄥ嫊(d貌ng)鐢�(ch菐n)鍝佽惤鍦�
•鏁�(sh霉)鎿�(j霉)椹�(q奴)鍕�(d貌ng)锛氳兘閫氶亷(gu貌)鏁�(sh霉)鎿�(j霉)鍒嗘瀽瑭�(p铆ng)浼扮敘(ch菐n)鍝佽〃鐝�(xi脿n)锛屾寔绾�(x霉)鍎�(y艒u)鍖栫敘(ch菐n)鍝侀珨椹�(y脿n)
3.2 甯傚牬(ch菐ng)鑸囬亱(y霉n)鐕�(y铆ng)椤炲礂浣�
3.2.1 澧為暦(zh菐ng)閬�(y霉n)鐕�(y铆ng)绺界洠(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•甯傚牬(ch菐ng)鐕�(y铆ng)閵�銆佹暩(sh霉)鎿�(j霉)鍒嗘瀽鎴栫浉闂�(gu膩n)灏堟キ(y猫)鑳屾櫙
•8骞翠互涓婂闀�(zh菐ng)閬�(y霉n)鐕�(y铆ng)缍�(j墨ng)椹�(y脿n)锛�3骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•绮鹃��AARRR妯″瀷鑸囧闀�(zh菐ng)榛戝鏂规硶
•鍏锋湁鏂版秷璨�(f猫i)鍝佺墝鐢ㄦ埗澧為暦(zh菐ng)鑸囩暀瀛樼稉(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•鏁�(sh霉)鎿�(j霉)鏁忔劅锛氬叿鍌欏挤(qi谩ng)鐑堢殑鏁�(sh霉)鎿�(j霉)鎰忚瓨(sh铆)锛岃兘閫氶亷(gu貌)鏁�(sh霉)鎿�(j霉)鐧�(f膩)鐝�(xi脿n)澧為暦(zh菐ng)姗�(j墨)鏈�(hu矛)
•瀵�(sh铆)椹�(y脿n)鎬濈董锛氭搮闀�(zh菐ng)A/B娓�(c猫)瑭﹁垏瀵�(sh铆)椹�(y脿n)杩唬锛岃兘蹇�熼(y脿n)璀夊亣瑷�(sh猫)
•娓犻亾灏堥暦(zh菐ng)锛氬湪鏌愪竴澧為暦(zh菐ng)娓犻亾锛堝绀句氦瑁傝畩銆佸収(n猫i)瀹圭嚐(y铆ng)閵风瓑锛夋湁娣卞害灏堥暦(zh菐ng)
•绯荤当(t菕ng)妲�(g貌u)寤�锛氳兘妲�(g貌u)寤哄畬鏁寸殑澧為暦(zh菐ng)閬�(y霉n)鐕�(y铆ng)楂旂郴锛屽(sh铆)鐝�(xi脿n)鍙寔绾�(x霉)澧為暦(zh菐ng)
3.2.2 绉佸煙娴侀噺閬�(y霉n)鐕�(y铆ng)绺界洠(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•闆诲瓙鍟嗗嫏(w霉)銆佸競鍫�(ch菐ng)鐕�(y铆ng)閵锋垨鐩搁棞(gu膩n)灏堟キ(y猫)鑳屾櫙
•8骞翠互涓婄鍩熸祦閲忛亱(y霉n)鐕�(y铆ng)缍�(j墨ng)椹�(y脿n)锛�3骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•绮鹃�氱鍩熸祦閲忔(g貌u)寤鸿垏鐢ㄦ埗閬�(y霉n)鐕�(y铆ng)
•鍏锋湁鏂版秷璨�(f猫i)鍝佺墝绉佸煙閬�(y霉n)鐕�(y铆ng)鑸囪綁(zhu菐n)鍖栫稉(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•鐢ㄦ埗娲炲療锛氭繁鍏ョ悊瑙ｇ敤鎴跺績鐞嗚垏琛岀偤锛岃兘绮炬簴(zh菙n)瑷�(sh猫)瑷�(j矛)鐢ㄦ埗閬�(y霉n)鐕�(y铆ng)绛栫暐
•鍏�(n猫i)瀹硅兘鍔�锛氭搮闀�(zh菐ng)鍏�(n猫i)瀹圭瓥鍔冭垏鍓�(chu脿ng)浣�锛岃兘鐢�(ch菐n)鍑洪珮浜掑嫊(d貌ng)鐜囧収(n猫i)瀹�
•绀剧兢閬�(y霉n)鐕�(y铆ng)锛氱簿閫氱ぞ缇ら亱(y霉n)鐕�(y铆ng)鑸囩敤鎴舵椿韬�锛岃兘妲�(g貌u)寤洪珮绮樻�х敤鎴剁ぞ缇�
•鏁�(sh霉)鎿�(j霉)椹�(q奴)鍕�(d貌ng)锛氳兘閫氶亷(gu貌)鏁�(sh霉)鎿�(j霉)鍒嗘瀽鍎�(y艒u)鍖栫鍩熼亱(y霉n)鐕�(y铆ng)绛栫暐锛屾彁鍗囪綁(zhu菐n)鍖栫巼
3.2.3 鏂版笭閬撴嫇灞曠附鐩�(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氫腑楂�
•鏍稿績瑕佹眰锛�
•甯傚牬(ch菐ng)鐕�(y铆ng)閵�銆佹笭閬撶鐞嗘垨鐩搁棞(gu膩n)灏堟キ(y猫)鑳屾櫙
•8骞翠互涓婃笭閬撴嫇灞曡垏绠＄悊缍�(j墨ng)椹�(y脿n)
•鐔熸倝鍚勯鏂拌垐閵峰敭娓犻亾锛堝鎶栭煶銆佸揩鎵�銆佸皬绱呮浉(sh奴)绛夛級閬�(y霉n)鐕�(y铆ng)妯″紡
•鍏锋湁鏂版笭閬撻枊(k膩i)鎷撹垏璩囨簮鏁村悎缍�(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•娓犻亾鏁忛姵锛氬皪(du矛)鏂拌垐娓犻亾鏈夋晱閵冲梾瑕�(ju茅)锛岃兘蹇�熻瓨(sh铆)鍒ユ笭閬撴(j墨)鏈�(hu矛)
•璩囨簮鏁村悎锛氭搮闀�(zh菐ng)鏁村悎娓犻亾璩囨簮锛屾(g貌u)寤烘笭閬撳悎浣滈珨绯�
•璜囧垽鑳藉姏锛氬叿鍌欏嚭鑹茬殑鍟嗗嫏(w霉)璜囧垽鑳藉姏锛岃兘鐖�(zh膿ng)鍙栨湁鍒╃殑鍚堜綔姊濅欢
•鍦�(tu谩n)闅�(du矛)绠＄悊锛氳兘寤虹珛楂樻晥鐨勬笭閬撴嫇灞曞湗(tu谩n)闅�(du矛)锛屽(sh铆)鐝�(xi脿n)娓犻亾鐩(bi膩o)
3.3 渚涙噳(y墨ng)閺堣垏鍝侀绠＄悊椤炲礂浣�
3.3.1 渚涙噳(y墨ng)閺堢附鐩�(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氶珮
•鏍稿績瑕佹眰锛�
•渚涙噳(y墨ng)閺堢鐞�銆佺墿娴佺鐞嗘垨鐩搁棞(gu膩n)灏堟キ(y猫)鑳屾櫙
•10骞翠互涓婁緵鎳�(y墨ng)閺堢鐞嗙稉(j墨ng)椹�(y脿n)锛�5骞翠互涓婂湗(tu谩n)闅�(du矛)绠＄悊缍�(j墨ng)椹�(y脿n)
•绮鹃�氭柊娑堣不(f猫i)鍝佺墝渚涙噳(y墨ng)閺堣(gu墨)鍔冭垏鍎�(y艒u)鍖�
•鍏锋湁鏌旀�т緵鎳�(y墨ng)閺堣垏蹇�熼熆鎳�(y墨ng)鑳藉姏寤鸿ō(sh猫)缍�(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•绯荤当(t菕ng)鎬濈董锛氬叿鍌欏叏灞�瑕栬锛岃兘妲�(g貌u)寤洪珮鏁堢殑渚涙噳(y墨ng)閺堥珨绯�
•鎴愭湰鎺у埗锛氭搮闀�(zh菐ng)渚涙噳(y墨ng)閺堟垚鏈垎鏋愯垏鍎�(y艒u)鍖�锛岃兘鎻愬崌渚涙噳(y墨ng)閺堟晥鐜�
•棰�(f膿ng)闅�(xi菐n)绠℃帶锛氬叿鍌欎緵鎳�(y墨ng)閺堥ⅷ(f膿ng)闅�(xi菐n)璀�(sh铆)鍒ヨ垏鎳�(y墨ng)灏�(du矛)鑳藉姏
•鍓�(chu脿ng)鏂版剰璀�(sh铆)锛氳兘鎺ㄥ嫊(d貌ng)渚涙噳(y墨ng)閺堟暩(sh霉)瀛楀寲杞�(zhu菐n)鍨嬭垏鏅鸿兘鍖栧崌绱�(j铆)
3.3.2 鍝侀绠＄悊绺界洠(ji膩n)
•宕椾綅闇�姹�锛�鈽呪槄鈽呪槄鈽�
•绶婄己绋嬪害锛氫腑楂�
•鏍稿績瑕佹眰锛�
•甯傚牬(ch菐ng)鐕�(y铆ng)閵�銆佷緵鎳�(y墨ng)閺堢鐞嗘垨鐩搁棞(gu膩n)灏堟キ(y猫)鑳屾櫙
•8骞翠互涓婂搧椤炵鐞嗚垏鐢�(ch菐n)鍝佽(gu墨)鍔冪稉(j墨ng)椹�(y脿n)
•绮鹃�氭秷璨�(f猫i)鑰呴渶姹傚垎鏋愯垏甯傚牬(ch菐ng)瓒ㄥ嫝(sh矛)鍒ゆ柗
•鍏锋湁鏂版秷璨�(f猫i)鍝侀鎷撳睍鑸囩敘(ch菐n)鍝佺窔瑕�(gu墨)鍔冪稉(j墨ng)椹�(y脿n)
•浜烘墠鐣�(hu脿)鍍�锛�
•甯傚牬(ch菐ng)娲炲療锛氭繁鍏ョ悊瑙ｅ競鍫�(ch菐ng)瓒ㄥ嫝(sh矛)鑸囨秷璨�(f猫i)鑰呴渶姹傝畩鍖�
•鏁�(sh霉)鎿�(j霉)鍒嗘瀽锛氳兘閫氶亷(gu貌)鏁�(sh霉)鎿�(j霉)鍒嗘瀽瑭�(p铆ng)浼板搧椤炶〃鐝�(xi脿n)锛屽劒(y艒u)鍖栧搧椤炵祼(ji茅)妲�(g貌u)
•鐢�(ch菐n)鍝佽(gu墨)鍔�锛氭搮闀�(zh菐ng)鐢�(ch菐n)鍝佺窔瑕�(gu墨)鍔冭垏鏂板搧涓婂競绛栫暐鍒跺畾
•璩囨簮鍗�(xi茅)瑾�(di脿o)锛氳兘鍗�(xi茅)瑾�(di脿o)鐮旂櫦(f膩)銆佺嚐(y铆ng)閵�銆佷緵鎳�(y墨ng)閺堢瓑閮ㄩ杸(m茅n)璩囨簮锛屽(sh铆)鐝�(xi脿n)鍝侀鐩(bi膩o)
鍥�銆佷汉鎵嶇(j矛ng)鐖�(zh膿ng)鎱�(t脿i)鍕�(sh矛)鑸囦紒妤�(y猫)鎳�(y墨ng)灏�(du矛)绛栫暐
4.1 浜烘墠绔�(j矛ng)鐖�(zh膿ng)鐔遍粸(di菐n)
•寰�(f霉)鍚堝瀷浜烘墠鐖�(zh膿ng)濂姞鍔�锛氬悓鏅�(sh铆)鍏峰倷鏁�(sh霉)瀛楃嚐(y铆ng)閵枫�佸搧鐗岀鐞�銆佹暩(sh霉)鎿�(j霉)鍒嗘瀽绛夊鎶�鑳界殑寰�(f霉)鍚堝瀷浜烘墠鍌欏彈闈掔潪
•鏂拌垐闋�(l菒ng)鍩熶汉鎵嶇█缂�锛�AI鐕�(y铆ng)閵�銆佸叏鍩熺嚐(y铆ng)閵�銆佺鍩熸祦閲忕瓑鏂拌垐闋�(l菒ng)鍩熶汉鎵嶄緵涓嶆噳(y墨ng)姹�
•鍝佺墝浜烘墠鎼舵墜锛氬叿鍌欐柊娑堣不(f猫i)鍝佺墝寤鸿ō(sh猫)缍�(j墨ng)椹�(y脿n)鐨勪汉鎵嶆垚鐐轰紒妤�(y猫)鐖�(zh膿ng)濂劍榛�(di菐n)
•楂樼鍦�(gu贸)闅涘寲浜烘墠绶婄己锛氬叿鏈夊叏鐞冭閲庤垏璺ㄦ枃鍖栫鐞嗙稉(j墨ng)椹�(y脿n)鐨勯珮绔汉鎵嶇█缂�
4.2 浜烘墠娴佸嫊(d貌ng)鐗归粸(di菐n)
•寰炲偝绲�(t菕ng)鐕�(y铆ng)閵峰悜鏁�(sh霉)瀛楃嚐(y铆ng)閵锋祦鍕�(d貌ng)锛氬偝绲�(t菕ng)鐕�(y铆ng)閵蜂汉鎵嶅姞閫熷悜鏁�(sh霉)瀛楃嚐(y铆ng)閵烽牁(l菒ng)鍩熻綁(zhu菐n)鍨�
•寰炰紒妤�(y猫)鍚戞湇鍕�(w霉)姗�(j墨)妲�(g貌u)娴佸嫊(d貌ng)锛氭湁缍�(j墨ng)椹�(y脿n)鐨勫搧鐗岃垏鐕�(y铆ng)閵蜂汉鎵嶅悜鏁�(sh霉)瀛楃嚐(y铆ng)閵锋(j墨)妲�(g貌u)娴佸嫊(d貌ng)锛屾彁渚涘皥妤�(y猫)鏈嶅嫏(w霉)
•寰炴垚鐔熶紒妤�(y猫)鍚戝壍(chu脿ng)妤�(y猫)鍏徃娴佸嫊(d貌ng)锛氬搧鐗岃垏鐕�(y铆ng)閵蜂汉鎵嶅悜鍓�(chu脿ng)鏂板瀷鍓�(chu脿ng)妤�(y猫)鍏徃杞�(zhu菐n)绉伙紝灏嬫眰鏇村ぇ鐨勭櫦(f膩)灞曠┖闁�
•寰炴繁鍦冲悜鍏朵粬鏂颁竴绶氬煄甯傛祦鍕�(d貌ng)锛氭澀宸�銆佹垚閮�銆佹婕㈢瓑鏂颁竴绶氬煄甯備汉鎵嶉渶姹傚鍔�
4.3 浜烘墠鐛插彇闆ｉ粸(di菐n)
•楂樼浜烘墠渚涚郸涓嶈冻锛氬叿鍌欐埌(zh脿n)鐣ヨ閲庤垏瀵�(sh铆)鎴�(zh脿n)缍�(j墨ng)椹�(y脿n)鐨勯珮绔搧鐗岃垏鐕�(y铆ng)閵蜂汉鎵嶅毚(y谩n)閲嶇煭缂�
•璺ㄧ晫浜烘墠鍩归(y菐ng)鍛ㄦ湡闀�(zh菐ng)锛氬悓鏅�(sh铆)鍏峰倷澶氱ó鎶�鑳界殑寰�(f霉)鍚堝瀷浜烘墠闇�瑕侀暦(zh菐ng)鏈熷煿椁�(y菐ng)
•浜烘墠绔�(j矛ng)鐖�(zh膿ng)鐧界啽鍖�锛氭暩(sh霉)瀛楃嚐(y铆ng)閵疯垏鏂版秷璨�(f猫i)鍝佺墝浼佹キ(y猫)涔嬮枔浜烘墠鐖�(zh膿ng)濂縺鐑堬紝钖叕姘存疾鑸归珮
•鏂拌垐闋�(l菒ng)鍩熶汉鎵嶅劜(ch菙)鍌欎笉瓒�锛�AI鐕�(y铆ng)閵�銆佸叏鍩熺嚐(y铆ng)閵风瓑鏂拌垐闋�(l菒ng)鍩熶汉鎵嶅劜(ch菙)鍌欐湁闄�
4.4 浼佹キ(y猫)浜烘墠鎴�(zh脿n)鐣ュ缓璀�
4.4.1 浜烘墠鐛插彇绛栫暐
•绮炬簴(zh菙n)瀹氫綅鏍稿績浜烘墠
•鏄庣⒑闂�(gu膩n)閸靛礂浣嶈兘鍔涙ā鍨嬭垏浜烘墠鐣�(hu脿)鍍�锛岄伩鍏嶇洸鐩拷姹�"楂樺(xu茅)姝�"
•闂�(gu膩n)娉ㄤ汉鎵嶅(sh铆)鎴�(zh脿n)缍�(j墨ng)椹�(y脿n)鑸囪法鐣岃兘鍔�锛岃�岄潪鍍呴棞(gu膩n)娉ㄥ柈涓�鎶�鑳�
•寤虹珛宕椾綅鍍�(ji脿)鍊艰⿻(p铆ng)浼伴珨绯�锛屽樊鐣板寲鎷涜仒绛栫暐
•妲�(g貌u)寤哄鍏冨寲鎷涜仒娓犻亾
•鍔犲挤(qi谩ng)鑸囧皥妤�(y猫)鐛甸牠姗�(j墨)妲�(g貌u)鍚堜綔锛岀簿婧�(zh菙n)瑙搁仈(d谩)琚嫊(d貌ng)鍊欓伕浜�
•寤虹珛鍏�(n猫i)鎺ㄦ縺鍕�(l矛)姗�(j墨)鍒�锛岄紦鍕�(l矛)鍝″伐鎺ㄨ枽鍎�(y艒u)绉�浜烘墠
•鍙冭垏鏁�(sh霉)瀛楃嚐(y铆ng)閵疯垏鏂版秷璨�(f猫i)鍝佺墝琛屾キ(y猫)宄版渻(hu矛)銆佽珫澹囷紝鐧�(f膩)鎺樻經鍦ㄤ汉鎵�
•鑸囬珮鏍″缓绔嬫暩(sh霉)瀛楃嚐(y铆ng)閵�銆佸搧鐗岀鐞嗗皥妤�(y猫)鍚堜綔锛屾彁鍓嶉帠瀹氬劒(y艒u)绉�鐣㈡キ(y猫)鐢�
•鎵撻�犲樊鐣板寲闆囦富鍝佺墝
•绐佸嚭浼佹キ(y猫)鏁�(sh霉)瀛楃嚐(y铆ng)閵峰钩鑷�(t谩i)鑸囧壍(chu脿ng)鏂板搧鐗屽墠鏅�
•寮�(qi谩ng)鍖栦紒妤�(y猫)鏂囧寲鑸囧児(ji脿)鍊艰鍌虫挱锛屽寮�(qi谩ng)鏂囧寲瑾�(r猫n)鍚屾劅
•濉戦�犺妤�(y猫)褰遍熆鍔涜垏鍝佺墝褰㈣薄锛屽寮�(qi谩ng)澶栭儴鍚稿紩鍔�
•闂�(gu膩n)娉ㄥ摗宸ラ珨椹�(y脿n)锛屾墦閫犺壇濂界殑闆囦富鍙ｇ
4.4.2 浜烘墠鍩归(y菐ng)绛栫暐
•寤虹珛绯荤当(t菕ng)鍖栧煿椁�(y菐ng)楂旂郴
•瑷�(sh猫)瑷�(j矛)鍒嗗堡鍒嗛鐨勪汉鎵嶅煿椁�(y菐ng)璺緫鑸囩櫦(f膩)灞曢�氶亾
•妲�(g貌u)寤�"灏�(d菐o)甯埗+闋�(xi脿ng)鐩埗+杓礂鍒�"涓変綅涓�楂斿煿椁�(y菐ng)妯″紡
•寤虹珛鍏�(n猫i)閮ㄥ煿瑷�(x霉n)瀛�(xu茅)闄紝闁�(k膩i)鐧�(f膩)閲濆皪(du矛)鎬ц绋嬮珨绯�
•鎺ㄨ"闈掑勾鑻辨墠瑷�(j矛)鍔�"锛屽姞閫熼珮娼涘姏浜烘墠鍩归(y菐ng)
•寮�(qi谩ng)鍖栧(sh铆)鎴�(zh脿n)鑳藉姏鍩归(y菐ng)
•閫氶亷(gu貌)澶у瀷鏁�(sh霉)瀛楃嚐(y铆ng)閵疯垏鏂版秷璨�(f猫i)鍝佺墝闋�(xi脿ng)鐩(sh铆)鎴�(zh脿n)鎻愬崌浜烘墠鑳藉姏
•寤虹珛鍓�(chu脿ng)鏂板(sh铆)椹�(y脿n)瀹�锛屾彁渚涙柊鎶�琛�(sh霉)鎳�(y墨ng)鐢ㄥ钩鑷�(t谩i)
•鎺ㄨ"闆欓�氶亾"鐧�(f膩)灞曟(j墨)鍒�锛屾彁渚涘皥妤�(y猫)鑸囩鐞嗗苟琛岀櫦(f膩)灞曡矾寰�
•寤虹珛鐭ヨ瓨(sh铆)鍏变韩骞宠嚭(t谩i)锛屼績閫�(j矛n)缍�(j墨ng)椹�(y脿n)鍌虫壙鑸囪兘鍔涙彁鍗�
•闂�(gu膩n)娉ㄤ汉鎵嶅叏闈㈢櫦(f膩)灞�
•鎻愪緵璺ㄩ儴闁�(m茅n)銆佽法闋�(l菒ng)鍩熻吉宕楁(j墨)鏈�(hu矛)锛屽煿椁�(y菐ng)寰�(f霉)鍚堝瀷浜烘墠
•鍔犲挤(qi谩ng)杌熸妧鑳藉煿瑷�(x霉n)锛屾彁鍗囨簼閫氬崝(xi茅)浣滆垏鍟�(w猫n)椤岃В姹鸿兘鍔�
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