浜哄伐鏅鸿兘鑸囩挵(hu谩n)澧冨嵄姗�(j墨)鐨勪氦绻旀閲嶅鐠�(hu谩n)瑭�(p铆ng)琛屾キ(y猫)銆�2025骞磋€冭│灏囪仛鐒I鎶€琛�(sh霉)鍦ㄧ敓鎱�(t脿i)淇京(f霉)銆佹薄鏌撻槻鎺т腑鐨勬噳(y墨ng)鐢ㄨ兘鍔涖€傛湰鏂囪В鏋怉I椹�(q奴)鍕�(d貌ng)鐨勮€冮粸(di菐n)鍗囩礆(j铆)鏂瑰悜锛屽苟鎻愪緵鎳�(y墨ng)灏�(du矛)鐠�(hu谩n)澧冨嵄姗�(j墨)鐨勫(sh铆)鎴�(zh脿n)鍌欒€冩寚鍗�銆�

AI濡備綍鎴愮偤鐠�(hu谩n)澧冨嵄姗�(j墨)鎳�(y墨ng)灏�(du矛)鐨勯棞(gu膩n)閸靛伐鍏�?

鍏ㄧ悆姘ｅ€欒畩鏆�銆佺敓鐗╁妯ｆ€у柂澶辩瓑鐠�(hu谩n)澧冨嵄姗�(j墨)鍔犲妵锛孉I鎶€琛�(sh霉)鎲戝€熸暩(sh霉)鎿�(j霉)铏曠悊鑸囨ā鎿爯(y霉)娓�(c猫)鍎�(y艒u)鍕�(sh矛)锛屾垚鐐虹挵(hu谩n)瑭�(p铆ng)闋�(l菒ng)鍩熺殑鏍稿績宸ュ叿锛�

姹℃煋绮炬簴(zh菙n)婧簮锛氭(j墨)鍣ㄥ(xu茅)缈�(x铆)绠楁硶鍒嗘瀽澶ф埃銆佹按璩�(zh矛)鐩�(ji膩n)娓�(c猫)鏁�(sh霉)鎿�(j霉)锛屽畾浣嶆薄鏌撴簮(濡侾M2.5鎿�(ku貌)鏁ｈ矾寰戝缓妯�);

鐢熸厠(t脿i)淇京(f霉)鍎�(y艒u)鍖栵細AI妯″瀷妯℃摤婵曞湴鎭㈠京(f霉)鏂规锛岄爯(y霉)娓�(c猫)妞嶈瑕嗚搵鐜囪垏鐗╃ó鍥炴鏁堟灉;

鐏�(z膩i)瀹抽爯(y霉)璀﹂槻鎺э細娣卞害瀛�(xu茅)缈�(x铆)瑙ｆ瀽琛�(w猫i)鏄熷奖鍍忥紝鎻愬墠闋�(y霉)璀︽．鏋楃伀鐏�(z膩i)銆佹椽婢囬ⅷ(f膿ng)闅�(xi菐n)銆�

2025骞磋€冭│鎴栧挤(qi谩ng)鍖栨椤炲牬(ch菐ng)鏅噳(y墨ng)鐢�锛屽銆婃渚嬪垎鏋愩€嬬鐩姹傜敤AI宸ュ叿瀹屾垚“宸ユキ(y猫)鍦掑崁(q奴)纰宠冻璺¤⿻(p铆ng)浼�”鎴�“鐎曞嵄鐗╃ó妫叉伅鍦颁慨寰�(f霉)瑕�(gu墨)鍔�”銆�

2025骞磋€冭│鏂拌€冮粸(di菐n)锛欰I鎶€琛�(sh霉)椹�(q奴)鍕�(d貌ng)鐨勪笁澶ц兘鍔涜姹�

1.鏅鸿兘鏁�(sh霉)鎿�(j霉)鍒嗘瀽鑳藉姏

鎺屾彙Python鍩虹(ch菙)搴�(Pandas銆丯umPy)铏曠悊鐠�(hu谩n)澧冨ぇ鏁�(sh霉)鎿�(j霉)锛屾噳(y墨ng)灏�(du矛)銆婃妧琛�(sh霉)鏂规硶銆嬩腑鐨勬薄鏌撴簮绲�(t菕ng)瑷�(j矛)鍒嗘瀽椤�;

鐔熺反浣跨敤GIS宸ュ叿瀹屾垚AI妯″瀷鐨勫彲瑕栧寲杓稿嚭锛屽绻埗姹℃煋鐔卞姏鍦�銆佺敓鎱�(t脿i)鏁忔劅鍗€(q奴)鍒嗗竷銆�

2.AI妯″瀷閭忚集鐞嗚В

鐞嗚В闅ㄦ(j墨)妫灄銆佺缍�(j墨ng)缍�(w菐ng)绲�(lu貌)鍦ㄧ挵(hu谩n)瑭�(p铆ng)涓殑鎳�(y墨ng)鐢ㄥ師鐞�锛岃兘瑙ｉ噵銆婃渚嬪垎鏋愩€嬩腑AI闋�(y霉)娓�(c猫)绲�(ji茅)鏋滅殑鍚堢悊鎬�;

閲濆皪(du矛)“AI瑾ゅ垽”瑷�(sh猫)瑷�(j矛)浜哄伐寰�(f霉)鏍告祦绋�锛岄珨鐝�(xi脿n)鎵瑰垽鎬ф€濈董(濡傛ā鍨嬪亸宸皫(d菐o)鑷寸殑鐠�(hu谩n)澧冮ⅷ(f膿ng)闅�(xi菐n)瑭�(p铆ng)浼拌宸�)銆�

3.鍊悊鑸囧悎瑕�(gu墨)鎰忚瓨(sh铆)

鐔熸倝銆婃暩(sh霉)鎿�(j霉)瀹夊叏娉曘€嬨€婄敓鐗╁畨鍏ㄦ硶銆嬪皪(du矛)AI鐠�(hu谩n)澧冩暩(sh霉)鎿�(j霉)閲囬泦鐨勯檺鍒讹紝閬垮厤妗堜緥鍒嗘瀽涓嚭鐝�(xi脿n)娉曞緥纭偡;

鎺㈣◣AI鎶€琛�(sh霉)鍙兘寮曠櫦(f膩)鐨勬鐢熺挵(hu谩n)澧冨晱椤�(濡傛暩(sh霉)鎿�(j霉)涓績鑳借€楁縺澧�)锛岀磵鍏ユ柟妗堝彲琛屾€ц⿻(p铆ng)浼般€�

鍌欒€冪瓥鐣ワ細寰炵悊璜栧埌AI宸ュ叿瀵�(sh铆)鎴�(zh脿n)

1. 妗堜緥搴繁搴﹀(xu茅)缈�(x铆)

鐮旂┒鍦嬪収(n猫i)澶朅I瑙ｆ焙鐠�(hu谩n)澧冨嵄姗�(j墨)鐨勬(bi膩o)妗块爡(xi脿ng)鐩�锛屽锛�

璋锋瓕AI闋�(y霉)娓�(c猫)浜為Μ閬滈洦鏋楅潪娉曠爫浼愬崁(q奴)鍩�;

涓湅“鏅烘収榛冩渤”绯荤当(t菕ng)瀵�(sh铆)鏅�(sh铆)鐩�(ji膩n)鎺ф按鍦熸祦澶便€�

鎻愮厜鍏舵妧琛�(sh霉)璺緫锛岃綁(zhu菐n)鍖栫偤銆婃渚嬪垎鏋愩€嬬瓟椤屾ā鏉裤€�

2. 宸ュ叿閺堥€熸垚瑷�(x霉n)绶�

Python+Excel闆欐牳蹇冿細

鐢≒ython娓呮礂鍣伈鐩�(ji膩n)娓�(c猫)鏁�(sh霉)鎿�(j霉)锛孍xcel鐢熸垚绲�(t菕ng)瑷�(j矛)鍫�(b脿o)鍛�;

瀛�(xu茅)缈�(x铆)Scikit-learn搴(g貌u)寤虹啊(ji菐n)鍠殑姹℃煋闋�(y霉)娓�(c猫)妯″瀷銆�

铏涙摤浠跨湡骞宠嚭(t谩i)瀵�(sh铆)鎿嶏細

鍦�“鏅烘収鐠�(hu谩n)瑭�(p铆ng)绯荤当(t菕ng)”妯℃摤AI椹�(q奴)鍕�(d貌ng)鐨勭⒊鎺掓斁闋�(y霉)娓�(c猫)鑸囨笡鎺掓柟妗堟瘮閬�銆�

3. 璺ㄥ(xu茅)绉戠煡璀�(sh铆)铻嶅悎

绲�(ji茅)鍚堢敓鎱�(t脿i)瀛�(xu茅)銆佺挵(hu谩n)澧冨伐绋嬪(xu茅)鍘熺悊锛岄(y脿n)璀堿I妯″瀷绲�(ji茅)璜栫殑绉戝(xu茅)鎬�;

鍦ㄣ€婃妧琛�(sh霉)鏂规硶銆嬩腑鏁村悎鍌崇当(t菕ng)鐠�(hu谩n)瑭�(p铆ng)鏂规硶(濡侫HP灞ゆ鍒嗘瀽娉�)鑸嘇I绠楁硶锛屾彁鍑�“浜烘(j墨)鍗�(xi茅)鍚�”瑙ｆ焙鏂规銆�

浜哄伐鏅鸿兘鏃㈡槸鐠�(hu谩n)澧冨嵄姗�(j墨)鐨�“鐬湜濉�”锛屼篃鏄挵(hu谩n)瑭�(p铆ng)琛屾キ(y猫)鐨勮畩闈╁紩鎿庛€�2025骞磋€冪敓闇€浠I鎶€琛�(sh霉)鐐烘潬妗�锛屾挰鍕�(d貌ng)鏁�(sh霉)鎿�(j霉)鍒嗘瀽銆佹ā鍨嬫噳(y墨ng)鐢ㄨ垏鍊悊鍚堣(gu墨)涓夊ぇ鏍稿績鑳藉姏锛屽皣鎶€琛�(sh霉)宸ュ叿杞�(zhu菐n)鍖栫偤瑙ｉ鍒╁櫒銆傚敮鏈夋繁鍏ョ悊瑙�“AI-鐠�(hu谩n)澧冨嵄姗�(j墨)-鐠�(hu谩n)瑭�(p铆ng)”涓夎闂�(gu膩n)绯�锛屾墠鑳藉湪鑰冭│鑸囧(sh铆)韪愪腑鐩撮潰鎸戞埌(zh脿n)锛屾垚鐐烘帹鍕�(d貌ng)缍犺壊杞�(zhu菐n)鍨嬬殑鍏堥嫆鍔涢噺銆�

鍌欒€�2025骞寸挵(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯殑鑰冪敓鍙粸(di菐n)鎿婁笅鍒楀湒鐗囬€�(j矛n)鍏ュ厤璨�(f猫i)鐠�(hu谩n)澧冨奖闊胯⿻(p铆ng)鍍�(ji脿)甯�銆�鍦ㄧ窔椤屽韩銆�锛屾敹钘忓仛椤岄爜闈�锛屽悗绾�(x霉)鏂逛究鐩存帴榛�(di菐n)闁嬪仛椤屽摝锛�

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