浜哄伐鏅鸿兘鏈冭▓(j矛)灏堟キ(y猫)鐨勫(xu茅)绉戝缓瑷�(sh猫)姝ｆ帹鍕曚腑绱氭渻瑷�(j矛)鑰冭│鑳藉姏妯″瀷鍗囩礆銆�2025骞磋€冪敓闇€鎺屾彙AI鎶€琛�(sh霉)宸ュ叿鑸囨渻瑷�(j矛)瀵�(sh铆)鍕�(w霉)鐨勬繁搴﹁瀺鍚堣兘鍔�銆傛湰鏂囧緸灏堟キ(y猫)鑳藉姏妲�(g貌u)寤�銆佽€冭│鍛介瓒ㄥ嫝鍙婂倷鑰冪瓥鐣ヤ笁缍害锛屾彁渚涘墠鐬绘€ф寚灏�(d菐o)銆�

涓€銆佷汉宸ユ櫤鑳芥渻瑷�(j矛)灏堟キ(y猫)鐨勬牳蹇冭兘鍔涜姹�

浜哄伐鏅鸿兘鏈冭▓(j矛)灏堟キ(y猫)鏃ㄥ湪鍩归(y菐ng)“鎶€琛�(sh霉)+鏈冭▓(j矛)”寰�(f霉)鍚堝瀷浜烘墠锛�2025骞磋€冭│灏囬噸榛�(di菐n)鑰冩牳浠ヤ笅鑳藉姏锛�

鏅鸿兘宸ュ叿椐曢Ν鑳藉姏锛�

鎺屾彙Python銆丷PA鍦ㄨ病(c谩i)鍕�(w霉)鍫存櫙涓殑鎳�(y墨ng)鐢�(濡傝嚜鍕曠敓鎴愮従(xi脿n)閲戞祦閲忚〃銆佺暟甯镐氦鏄撹瓨鍒�);

鐔熺反浣跨敤BI宸ュ叿(濡侾ower BI)瀵�(sh铆)鐝�(xi脿n)銆婅病(c谩i)鍕�(w霉)绠＄悊銆嬩腑鐨勫嫊鎱�(t脿i)鏈噺鍒╁垎鏋�銆�

鏁�(sh霉)鎿�(j霉)寤烘ā鑸囪В閲嬭兘鍔涳細

妲�(g貌u)寤烘(j墨)鍣ㄥ(xu茅)缈�(x铆)妯″瀷闋�(y霉)娓璩巼(閭忚集鍥炴)銆佸瓨璨ㄥ懆杞�(zhu菐n)鐜�(鏅�(sh铆)闁撳簭鍒楀垎鏋�);

瑙ｉ噵AI杓稿嚭绲�(ji茅)鏋滅殑鍙俊搴�(濡傛ā鍨嬮亷鎿悎灏嶃€婄稉(j墨ng)婵�(j矛)娉曘€嬪悎瑕�(gu墨)绲�(ji茅)璜栫殑褰遍熆)銆�

鍊悊鑸囬ⅷ(f膿ng)闅�(xi菐n)绠＄悊鑳藉姏锛�

瑭曚及AI绠楁硶鍋忚灏嶈病(c谩i)鍫�(b脿o)鍏厑鎬х殑娼涘湪濞佽剠;

瑷�(sh猫)瑷�(j矛)“浜烘(j墨)鍗�(xi茅)鍚�”瀵╄▓(j矛)娴佺▼锛屽钩琛℃晥鐜囪垏銆婃渻瑷�(j矛)娉曘€嬪悎瑕�(gu墨)瑕佹眰銆�

浜屻€�2025骞磋€冭│鍛介鐨勮法瀛�(xu茅)绉戣綁(zhu菐n)鍚�

瀵�(sh铆)鍕�(w霉)椤屽瀷鎶€琛�(sh霉)鍖栵細

銆婁腑绱氭渻瑷�(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)娴佺尘閷�”椤�(濡俁PA瑾ゅ垽鏀跺叆鐨勮超鍕�(w霉)瑾�(di脿o)鏁�);

瑕佹眰瑙ｆ瀽鍗€(q奴)濉婇張闆诲瓙鐧�(f膩)绁ㄧ殑鍝堝笇鍊兼牎椹�(y脿n)閭忚集锛岄棞(gu膩n)鑱�(li谩n)銆婄稉(j墨ng)婵�(j矛)娉曘€嬫暩(sh霉)鎿�(j霉)涓嶅彲绡℃敼姊濇銆�

鏁�(sh霉)鎿�(j霉)鍒嗘瀽娣卞害鍗囩礆锛�

銆婅病(c谩i)鍕�(w霉)绠＄悊銆嬪紩鍏ュぇ鏁�(sh霉)鎿�(j霉)闆嗗垎鏋�(濡�10钀閵峰敭瑷橀寗)锛岄渶鐢≒andas娓呮礂鏁�(sh霉)鎿�(j霉)骞惰几鍑哄彲瑕栧寲鍫�(b脿o)鍛�;

鑰冩牳闅ㄦ(j墨)妫灄妯″瀷鍦ㄤ俊鐢ㄩⅷ(f膿ng)闅�(xi菐n)瑭曚及涓殑鎳�(y墨ng)鐢紝瑙ｉ噵璁婇噺閲嶈鎬ф帓搴�銆�

鍊悊杈ㄦ瀽涓昏椤岋細

妗堜緥鍒嗘瀽AI绋呭嫏(w霉)绫屽妰鏂规鑸囥€婄▍鏀跺緛绠℃硶銆嬬殑娼涘湪娌栫獊(濡傞棞(gu膩n)鑱�(li谩n)浜ゆ槗瀹氬児(ji脿)鐨勭畻娉曢粦绠卞晱椤�);

璜栬堪“娣卞害瀛�(xu茅)缈�(x铆)绠楀姏娑堣€�”鑸囩稜鑹叉渻瑷�(j矛)鐩(bi膩o)鐨勭煕鐩惧強瑙ｆ焙鏂规銆�

涓夈€佷汉宸ユ櫤鑳芥渻瑷�(j矛)灏堟キ(y猫)鑳屾櫙涓嬬殑鍌欒€冪瓥鐣�

1. 鎶€琛�(sh霉)宸ュ叿閺堥€熸垚瑷�(j矛)鍔�

Python瀵�(sh铆)鎴�(zh脿n)瑷�(x霉n)绶达細

閫氶亷Kaggle鏁�(sh霉)鎿�(j霉)闆嗙反缈�(x铆)鎳�(y墨ng)鏀惰超娆捐超榻″垎鏋�锛屾帉鎻cikit-learn搴殑妯″瀷瑾�(di脿o)鐢�;

鐢∕atplotlib绻埗銆婅病(c谩i)鍕�(w霉)绠＄悊銆嬩腑鐨勬垚鏈繏(x铆)鎬т笁缍暎榛�(di菐n)鍦�銆�

RPA娌欑洅妯℃摤锛�

鍦ㄩ嚇閲�“瀹滄惌”骞宠嚭鎼缓鑷嫊鍖栬不(f猫i)鐢ㄥ牨(b脿o)閵锋祦绋嬶紝鐞嗚В瀵╂壒閭忚集鑸囨啈璀夌敓鎴愯(gu墨)鍓�銆�

2. 璺ㄥ(xu茅)绉戠煡璀樺湒璀滄(g貌u)寤�

灏堟キ(y猫)瑾茬▼铻嶅悎锛�

瀛�(xu茅)缈�(x铆)銆婃(j墨)鍣ㄥ(xu茅)缈�(x铆)灏�(d菐o)璜栥€嬩腑鐨勫垎椤炵畻娉�锛岄棞(gu膩n)鑱�(li谩n)銆婃渻瑷�(j矛)銆嬩腑鐨勮硣鐢�(ch菐n)娓涘€兼脯瑭﹀牬鏅�;

鐮旂┒銆婃暩(sh霉)鎿�(j霉)瀹夊叏娉曘€嬫娆撅紝瑷�(sh猫)瑷�(j矛)AI瀵╄▓(j矛)宸ュ叿鐨勬暩(sh霉)鎿�(j霉)鑴晱鏂规銆�

妗堜緥搴繁搴﹀(xu茅)缈�(x铆)锛�

鎷嗚В“寰峰嫟灏忓嫟浜�”RPA鎳�(y墨ng)鐢ㄦ渚嬶紝绺界祼(ji茅)銆婁腑绱氭渻瑷�(j矛)瀵�(sh铆)鍕�(w霉)銆嬭€冮粸(di菐n)鏄犲皠閭忚集;

鍒嗘瀽“瀛楃瘈(ji茅)璺冲嫊AI绋呭嫏(w霉)棰�(f膿ng)鎺х郴绲�(t菕ng)”锛屾彁鐓夈€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�

3. 浜烘(j墨)鍗�(xi茅)鍚屾€濈董寮�(qi谩ng)鍖�

鑱锋キ(y猫)鍒ゆ柗娌欑洡鎺ㄦ紨锛�

妯℃摤AI鎻愪緵澶氬鍚堝苟鍫�(b脿o)琛ㄦ柟妗�锛岀祼(ji茅)鍚堛€婃渻瑷�(j矛)銆嬫簴(zh菙n)鍓囬伕鎿囨渶鍎�(y艒u)瑙�;

閲濆皪AI鎴愭湰闋�(y霉)娓宸紝瑷�(sh猫)瑷�(j矛)浜哄伐寰�(f霉)鏍搁棞(gu膩n)閸电瘈(ji茅)榛�(di菐n)(濡傜暟甯告尝鍕曢柧鍊艰ō(sh猫)瀹�)銆�

鍊悊杈珫瑷�(x霉n)绶达細

绲勭箶灏忕祫瑷庤珫“AI鏈冭▓(j矛)姹虹瓥鐨勯€忔槑搴﹁垏鍟嗘キ(y猫)姗�(j墨)瀵嗕繚璀�(h霉)”锛屾彁鍗囥€婄稉(j墨ng)婵�(j矛)娉曘€嬭珫杩伴寰楀垎鑳藉姏銆�

浜哄伐鏅鸿兘鏈冭▓(j矛)灏堟キ(y猫)鐨勮垐璧�锛屾(bi膩o)蹇楄憲涓礆鏈冭▓(j矛)鑰冭│寰�“鏍哥畻鑳藉姏”鍚�“鏅鸿兘姹虹瓥鍔�”鐨勮寖寮忚綁(zhu菐n)璁娿€�2025骞磋€冪敓闇€浠ユ妧琛�(sh霉)宸ュ叿鐐烘潬妗�锛岄噸榛�(di菐n)绐佺牬鏁�(sh霉)鎿�(j霉)寤烘ā銆佺郴绲�(t菕ng)閬�(y霉n)缍強鍊悊瑭曚及涓夊ぇ鑳藉姏鍩�锛屽皣AI鎶€琛�(sh霉)鍏�(n猫i)鍖栫偤瑙ｉ绔剁埈鍔�銆傚敮鏈夌穵鎵ｅ皥妤�(y猫)鍓嶆部锛屾柟鑳藉湪浜烘(j墨)鍗�(xi茅)鍚岀殑鏈冭▓(j矛)鏂版檪(sh铆)浠ｄ腑鑴⿴鑰屽嚭锛屾垚鍔熸柆鐛蹭腑绱氭渻瑷�(j矛)甯獚(r猫n)璀�銆�

婧�(zh菙n)鍌欏牨(b脿o)鑰�2025骞翠腑绱氭渻瑷�(j矛)鐨勮€冪敓瓒曠穵渚嗗厤璨�(f猫i)闋�(l菒ng)鍙栬硣鏂欏暒锛屽皬绶ㄧ偤澶у鏁寸悊浜嗕竴浠�2025骞翠腑绱氭渻瑷�(j矛)鍌欒€冭硣鏂欏寘锛屽寘鍚簡寰炰簡瑙ｈ€冭│鍒板倷鑰冿紝寰炲牨(b脿o)鍚嶅埌鑰冭│鍏ㄧ▼闇€瑕佺敤鍒扮殑璩囨枡锛屽垎鐐哄牨(b脿o)鍚�銆佷簡瑙ｆ暀鏉愩€佷簡瑙ｅぇ缍�銆佸倷鑰冭▓(j矛)鍔�銆佸熀绀�(ch菙)瀛�(xu茅)缈�(x铆)銆侀瀼鍥哄挤(qi谩ng)鍖�銆佽€冨墠娌栧埡銆佽€冭│绛夊叓鍊�(g猫)闅庢锛屾渻闅ㄨ憲鍌欒€冮€�(j矛n)绋嬩笉鏂锋洿鏂拌硣鏂�銆�

闋�(l菒ng)鍙栨柟寮忥細

1.闆昏叇绔敤鎴跺彲浠ョ洿鎺ユ巸鎻忔枃绔犱笂鏂圭殑浜岀董纰�鍏嶈不(f猫i)闋�(l菒ng)鍙�锛屾墜姗�(j墨)绔敤鎴堕粸(di菐n)鎿婃枃绔犱笅鏂圭殑鍦栫墖“涓渻娴烽噺璩囨枡鍏嶈不(f猫i)閫�”鍗冲彲鍏嶈不(f猫i)闋�(l菒ng)鍙�銆�

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

鍦ㄥ倷鑰冮亷绋嬩腑涔熷垾蹇樿缍�(j墨ng)甯稿仛椤屼締妾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枊濮嬪埛椤�銆�

浠ヤ笂鏄�“浜哄伐鏅鸿兘鏈冭▓(j矛)灏堟キ(y猫)宕涜捣锛�2025骞翠腑绱氭渻瑷�(j矛)鍌欒€冩柟鍚戣垏鎶€琛�(sh霉)璩﹁兘”鐨勫叏閮ㄥ収(n猫i)瀹�锛屽皬绶ㄧ偤寤ｅぇ鑰冪敓涓婂偝鏇村2025骞翠腑绱氭渻瑷�(j矛)鍌欒€冨(xu茅)缈�(x铆)瑷�(j矛)鍔�銆佸倷鑰冭硣鏂欙紝鍙粸(di菐n)鎿�“鍏嶈不(f猫i)涓嬭級”鎸夐垥鍚庨€�(j矛n)鍏ヤ笅杓夐爜闈�銆�