楂樻晥鐨勷煍ヤ笅杞藉拰绂荤嚎瑙傜湅鍔熻兘锛氶殢鏃朵韩鍙楅珮鍝佽川鍐呭
瀵逛簬閭ｄ簺缁忓父鍑哄樊鎴栧湪鏃呰涓殑鐢ㄦ埛鏉ヨ锛岄珮鏁堢殑馃敟涓嬭浇鍜岀绾胯鐪嬪姛鑳藉挨涓洪噸瑕併��18姹¤蒋浠跺畼鏂圭増鏀寔楂橀�熶笅杞藉拰绂荤嚎瀛樺偍锛岀敤鎴峰彲浠ユ彁鍓嶄笅杞藉枩娆㈢殑鍐呭锛岄殢鏃堕殢鍦拌鐪嬶紝涓嶅彈缃戠粶鐜鐨勯檺鍒躲�傝繖绉嶄究鎹风殑鍔熻兘鏋佸ぇ鍦版柟渚夸簡鐢ㄦ埛鐨勭敓娲伙紝璁╀粬浠湪浠讳綍鏃堕棿銆佷换浣曞湴鐐归兘鑳戒韩鍙楀埌楂樺搧璐ㄧ殑濞变箰鍐呭銆�
澶氬钩鍙版敮鎸侊細闅忔椂闅忓湴浜彈鏋佽嚧濞变箰
鍦ㄨ繖涓Щ鍔ㄤ簰鑱旂綉鏃朵唬锛�18姹¤蒋浠跺畼鏂圭増鎻愪緵浜嗗骞冲彴鏀寔锛屾棤璁烘偍浣跨敤鐨勬槸鎵嬫満銆佸钩鏉胯繕鏄數鑴戯紝閮借兘杞绘澗涓嬭浇骞朵娇鐢ㄣ�傞�氳繃澶氬钩鍙扮殑鏀寔锛岀敤鎴峰彲浠ラ殢鏃堕殢鍦颁韩鍙楀埌楂樺搧璐ㄧ殑濞变箰鍐呭锛岀湡姝ｅ仛鍒扳�滃ū涔愭棤澶勪笉鍦ㄢ�濄��
缁х画娣卞叆鎺㈢储18姹¤蒋浠跺畼鏂圭増锛岃繖娆炬瀬鑷村ū涔愯蒋浠跺湪鍔熻兘鍜屾湇鍔′笂鐨勭簿褰╀箣澶勶紝灏嗚繘涓�姝ュ睍鐜板畠鍦ㄥ綋浠婃暟瀛楀ū涔愬競鍦虹殑鐙壒榄呭姏銆�
鏁版嵁澶勭悊涓庡垎鏋愭妧宸�
鍦ㄦ暟鎹鐞嗕笌鍒嗘瀽闃舵锛屼娇鐢ㄥ悎閫傜殑宸ュ叿鍜屾柟娉曞彲浠ュぇ澶ю煂告彁鍗囨暟鎹殑鍒嗘瀽娣卞害鍜岀粨鏋滅殑鍙潬鎬с��
楂樼骇鏁版嵁鍒嗘瀽瀵逛簬澶嶆潅鐨勬暟鎹泦锛屽彲浠ラ噰鐢ㄦ満鍣ㄥ涔犳柟娉曪紝濡傞殢鏈烘．鏋椼�佹敮鎸佸悜閲忔満绛夛紝杩涜棰勬祴鍒嗘瀽銆侾ython涓殑scikit-learn搴撴槸涓�涓己澶х殑鏈哄櫒瀛︿範宸ュ叿锛屽彲浠ュ府鍔╁疄鐜板鏉傜殑鏁版嵁鍒嗘瀽銆�
鍦扮悊淇℃伅绯荤粺锛圙IS锛夊浜庣┖闂存暟鎹紝濡傛按璐ㄧ洃娴嬫垨鍦熷￥姹℃煋鏁版嵁锛屽彲浠ヤ娇鐢℅IS杞欢濡侫rcGIS鎴朡GIS锛岃繘琛岀┖闂村垎鏋愬拰鍙鍖栥�侴IS鍙互甯姪浣犳洿鐩磋鍦梆煉＄悊瑙ｇ┖闂村垎甯冨拰瓒嬪娍銆�
澶ф暟鎹垎鏋愬湪澶勭悊澶ц妯＄殑姹℃煋鏁版嵁鏃讹紝鍙互鑰冭檻浣跨敤澶ф暟鎹妧鏈紝濡侫pacheHadoop鎴朅pacheSpark銆傝繖浜涙妧鏈彲浠ュ鐞嗗拰鍒嗘瀽澶ч噺鏁版嵁锛屾彁楂樻暟鎹鐞嗙殑馃敟鏁堢巼銆�
缁煎悎璇勪环
姹′笅杞藉畼鏂圭増鍑�熷叾寮哄ぇ鐨勪笅杞藉姛鑳姐�佸畨馃幆鍏ㄥ彲闈犵殑浣撻獙鍜屼赴瀵岀殑鍐呭璧勬簮锛屽凡缁忔垚涓虹敤鎴风殑棣栭�夈�傛棤璁烘槸鏃ュ父鐨勪笅杞介渶姹傦紝杩樻槸瀵归珮璐ㄩ噺鍐呭鐨勮拷姹傦紝姹′笅杞介兘鑳芥弧瓒充綘鐨勬墍鏈夋湡鏈涖��
鐢ㄦ埛婊℃剰搴︼細閫氳繃澶ч噺鐢ㄦ埛鐨勫弽缁瘎浠凤紝鎴戜滑鍙互鐪嬪埌姹′笅杞藉畼鏂圭増鍦ㄥ競鍦轰笂鎷ユ湁鐫�骞挎硾鐨勭敤鎴峰熀纭�鍜岃壇濂界殑鍙ｇ銆傜敤鎴蜂滑鏅亶璁や负锛屾薄涓嬭浇涓嶄粎鍦ㄤ笅杞介�熷害鍜岀ǔ瀹氭�т笂琛ㄧ幇鍑鸿壊锛岃繕鍦ㄧ敤鎴蜂綋楠屽拰鍐呭涓板瘜搴︿笂缁欎簣浜嗕粬浠瀬澶х殑渚垮埄鍜屼箰瓒ｃ��
鏍″锛氬啹鍏嗗崕(1C0m4pJyqZtPma0S7t9ZFfz4hTykKag)