鏈�(hu矛)瑷�(j矛)浜哄伐鏅鸿兘鍖栨閲嶅琛屾キ(y猫)鐢熸厠(t脿i)锛�2025骞翠腑绱�(j铆)鏈�(hu矛)瑷�(j矛)鑰冭│灏囨繁搴﹁瀺鍏ユ妧琛�(sh霉)鎳�(y墨ng)鐢ㄥ牬(ch菐ng)鏅�銆傛湰鏂囧緸鎶€琛�(sh霉)椹�(q奴)鍕�(d貌ng)鑰冪侗鍗囩礆(j铆)銆佽兘鍔涙ā鍨嬮噸妲�(g貌u)鍙婂倷鑰冨伐鍏烽張涓夋柟闈紝鎻愪緵瀵�(sh铆)鎴�(zh脿n)鍖栧倷鑰冪瓥鐣�銆�

涓€銆佹渻(hu矛)瑷�(j矛)浜哄伐鏅鸿兘鍖栧皪(du矛)鑰冭│鐨勬牳蹇冨奖闊�

1.鏍哥畻娴佺▼鑷嫊(d貌ng)鍖栵細

RPA(姗�(j墨)鍣ㄤ汉娴佺▼鑷嫊(d貌ng)鍖�)鏇夸唬鍩虹(ch菙)鏍哥畻(濡傞妧琛屽皪(du矛)璩�銆佺櫦(f膩)绁ㄦ牳椹�(y脿n))锛屻€婁腑绱�(j铆)鏈�(hu矛)瑷�(j矛)瀵�(sh铆)鍕�(w霉)銆嬭綁(zhu菐n)鍚戠暟甯歌檿鐞嗚垏绯荤当(t菕ng)鏍￠(y脿n)?z膩i)鑺邦瀷宸�?

妗堜緥锛氭煇浼佹キ(y猫)RPA瑾ゅ皣闋�(y霉)鏀惰超娆捐鐐烘敹鍏�锛岃€冪敓闇€鎺屾彙鎲戣瓑娌栭姺(xi膩o)鑸囩鐩(di脿o)鏁撮倧杓�銆�

2.鏁�(sh霉)鎿�(j霉)鍒嗘瀽鏅鸿兘鍖栵細

BI宸ュ叿(濡侾ower BI)瀵�(sh铆)鏅�(sh铆)鐢熸垚绠＄悊鍫�(b脿o)琛�锛屻€婅病(c谩i)鍕�(w霉)绠＄悊銆嬭姹傝В璁€鍕�(d貌ng)鎱�(t脿i)鏈噺鍒╂ā鍨嬭垏姗�(j墨)鍣ㄥ(xu茅)缈�(x铆)闋�(y霉)娓�(c猫)绲�(ji茅)鏋�;

鑰冮粸(di菐n)锛歅ython鍩虹(ch菙)鎿嶄綔(Pandas娓呮礂鏁�(sh霉)鎿�(j霉)銆丮atplotlib鍙鍖�)鎴愮偤蹇呮渻(hu矛)鎶€鑳�銆�

3.鍚堣(gu墨)棰�(f膿ng)闅�(xi菐n)寰�(f霉)闆滃寲锛�

AI绋呭嫏(w霉)绫屽妰闅卞惈绠楁硶榛戠鍟�(w猫n)椤岋紝銆婄稉(j墨ng)婵�(j矛)娉曘€嬫柊澧�“鎶€琛�(sh霉)鍚堣(gu墨)鎬ц⿻(p铆ng)浼�”妗堜緥鍒嗘瀽椤�;

鎺屾彙銆婃暩(sh霉)鎿�(j霉)瀹夊叏娉曘€嬨€婇浕瀛愭渻(hu矛)瑷�(j矛)妾旀绠＄悊瑕�(gu墨)鑼冦€嬪皪(du矛)AI宸ュ叿鐨勬硶寰嬬磩鏉熸娆�銆�

浜�銆�2025骞磋€冭│鍛介鐨勪笁澶ф妧琛�(sh霉)瓒ㄥ嫝(sh矛)

1.瀵�(sh铆)鍕�(w霉)鍫�(ch菐ng)鏅汉姗�(j墨)鍗�(xi茅)鍚岋細

銆婁腑绱�(j铆)鏈�(hu矛)瑷�(j矛)瀵�(sh铆)鍕�(w霉)銆嬫柊澧�“鏅鸿兘绯荤当(t菕ng)鏁�(sh霉)鎿�(j霉)娴佺尘閷�(cu貌)”涓昏椤�(濡傚崁(q奴)濉婇張闆诲瓙鎲戣瓑鍝堝笇鍊肩暟甯歌檿鐞�);

鑰冩牳鐢ㄥ弸U8銆侀噾铦朵簯钂肩┕绛変富娴佽粺浠剁殑AI妯″鎿嶄綔(濡傛櫤鑳藉悎骞跺牨(b脿o)琛ㄩ倧杓牎椹�(y脿n))銆�

2.姹虹瓥妯″瀷绠楁硶鍖栵細

銆婅病(c谩i)鍕�(w霉)绠＄悊銆嬪紩鍏ラ毃姗�(j墨)妫灄妯″瀷瑭�(p铆ng)浼颁俊鐢ㄩⅷ(f膿ng)闅�(xi菐n)锛岃姹傝В閲嬭畩閲忛噸瑕佹€ф帓搴忚垏閬�(gu貌)鎿悎棰�(f膿ng)闅�(xi菐n);

闇€鐢‥xcel鎴朠ython瀹屾垚娴烽噺鏁�(sh霉)鎿�(j霉)闆�(濡�10钀�(w脿n)+閵�(xi膩o)鍞閷�)鐨勬竻娲楄垏寤烘ā銆�

3.鍊悊鑸囨妧琛�(sh霉)骞宠　锛�

璜栬堪AI绠楀姏鑳借€楄垏缍犺壊鏈�(hu矛)瑷�(j矛)鐩(bi膩o)鐨勭煕鐩�(濡傛暩(sh霉)鎿�(j霉)涓績纰宠冻璺℃牳绠�);

瑷�(sh猫)瑷�(j矛)“绠楁硶閫忔槑搴﹀鏌�”娴佺▼鎳�(y墨ng)灏�(du矛)銆婄稉(j墨ng)婵�(j矛)娉曘€嬩腑鐨勫悎瑕�(gu墨)鎬ц唱(zh矛)鐤�銆�

涓夈€佹渻(hu矛)瑷�(j矛)浜哄伐鏅鸿兘鍖栬儗鏅笅鐨勫倷鑰冪瓥鐣�

1. 鎶€琛�(sh霉)宸ュ叿閺堥€熸垚瑷�(j矛)鍔�

Python瀵�(sh铆)鎴�(zh脿n)鍏ラ杸(m茅n)锛�

閫氶亷(gu貌)Kaggle璨�(c谩i)鍕�(w霉)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�(Scikit-learn搴�(k霉)瑾�(di脿o)鐢�);

鐢⊿eaborn搴�(k霉)绻埗銆婅病(c谩i)鍕�(w霉)绠＄悊銆嬫垚鏈祼(ji茅)妲�(g貌u)涓夌董鐔卞姏鍦�锛岀洿瑙€鍛堢従(xi脿n)鍥哄畾/璁婂嫊(d貌ng)鎴愭湰鍗犳瘮銆�

RPA娌欑洅妯℃摤锛�

鍦ㄩ嚇閲�“瀹滄惌”骞宠嚭(t谩i)鎼缓鑷嫊(d貌ng)鍖栬不(f猫i)鐢ㄥ牨(b脿o)閵�(xi膩o)娴佺▼锛岀悊瑙ｈ(gu墨)鍓囧紩鎿庤垏鎲戣瓑鐢熸垚閭忚集銆�

2. 鏅鸿兘鍫�(ch菐ng)鏅渚嬫媶瑙�

妯�(bi膩o)妗挎渚嬬簿鐮旓細

鎷嗚В“寰峰嫟灏忓嫟浜�”RPA鍦ㄥ瓨璨ㄧ洡(p谩n)榛�(di菐n)涓殑鎳�(y墨ng)鐢�锛岀附绲�(ji茅)銆婂(sh铆)鍕�(w霉)銆嬫櫤鑳界尘閷�(cu貌)鑰冮粸(di菐n);

鍒嗘瀽“瀛楃瘈(ji茅)璺冲嫊(d貌ng)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€嬫暩(sh霉)鎿�(j霉)鍚堣(gu墨)瀵╂煡妯℃澘銆�

鑷缓妗堜緥搴�(k霉)锛�

鏀堕泦涓婂競鍏徃AI鏈�(hu矛)瑷�(j矛)鎳�(y墨ng)鐢ㄥ叕鍛�(濡傛櫤鑳藉悎骞跺牨(b脿o)琛ㄦ姭闇�)锛岄棞(gu膩n)鑱�(li谩n)鑰冮粸(di菐n)绶ㄥ(xi臎)妯℃摤椤�銆�

3. 浜烘(j墨)鍗�(xi茅)鍚屾€濈董瑷�(x霉n)绶�

姹虹瓥娌欑洡(p谩n)鎺ㄦ紨锛�

妯℃摤AI鎻愪緵澶氬铻嶈硣鏂规(濡傚偟鍕�(w霉)閲嶇祫妯″瀷)锛岀祼(ji茅)鍚堛€婅病(c谩i)鍕�(w霉)绠＄悊銆嬭硣鏈垚鏈伕鎿囨渶鍎�(y艒u)瑙�;

閲濆皪(du矛)AI鎴愭湰闋�(y霉)娓�(c猫)瑾ゅ樊锛岃ō(sh猫)瑷�(j矛)“娉㈠嫊(d貌ng)闁惧€�+浜哄伐寰�(f霉)鏍�”闆欐帶姗�(j墨)鍒�銆�

鍊悊鑸囨妧琛�(sh霉)杈珫锛�

绲勭箶灏忕祫瑷庤珫“AI瀵╄▓(j矛)宸ュ叿鐨勬暩(sh霉)鎿�(j霉)鍋忚(ji脿n)”锛屽挤(qi谩ng)鍖栥€婄稉(j墨ng)婵�(j矛)娉曘€嬭珫杩伴杈瓑鍒嗘瀽鑳藉姏銆�

鏈�(hu矛)瑷�(j矛)浜哄伐鏅鸿兘鍖栨棦鏄寫鎴�(zh脿n)鏇存槸姗�(j墨)閬�銆�2025骞磋€冪敓闇€浠�“鎶€琛�(sh霉)宸ュ叿鐐虹考锛岃伔妤�(y猫)鍒ゆ柗鐐烘牳”锛岄噸榛�(di菐n)绐佺牬鑷嫊(d貌ng)鍖栨祦绋嬬尘閷�(cu貌)銆佹暩(sh霉)鎿�(j霉)寤烘ā瑙ｆ瀽鍙婂悎瑕�(gu墨)瑷�(sh猫)瑷�(j矛)涓夊ぇ鑳藉姏鍩�銆傞€氶亷(gu貌)宸ュ叿瀵�(sh铆)鎿嶇府鐭倷鑰冨懆鏈燂紝閫氶亷(gu貌)妗堜緥鎷嗚В瀵�(sh铆)鐝�(xi脿n)鐭ヨ瓨(sh铆)閬风Щ锛屾柟鑳藉湪浜烘(j墨)鍗�(xi茅)鍚岀殑鏈�(hu矛)瑷�(j矛)鏂版檪(sh铆)浠ｉ帠瀹氬嫕灞€锛岄珮鏁堥€氶棞(gu膩n)涓礆(j铆)鏈�(hu矛)瑷�(j矛)鑰冭│銆�

婧�(zh菙n)鍌欏牨(b脿o)鑰�2025骞翠腑绱�(j铆)鏈�(hu矛)瑷�(j矛)鐨勮€冪敓瓒曠穵渚�(l谩i)鍏嶈不(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�(j铆)鏈�(hu矛)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�锛屽緸鍫�(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)鍔冦€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(hu矛)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

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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�“鏈�(hu矛)瑷�(j矛)浜哄伐鏅鸿兘鍖栨氮娼笅鐨�2025骞翠腑绱�(j铆)鏈�(hu矛)瑷�(j矛)鍌欒€冪獊鍦嶆寚鍗�”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�