Page 16 - Demo
P. 16
14%u4eba%u6587%u8207%u793e%u6703%u79d1%u5b78%u7c21%u8a0a%u300026 %u5377 2 %u671f%uff0e114 %u5e74 3 %u6708%u6a5f%u5668%u5b78%u7fd2%u5728%u8ca1%u52d9%u7814%u7a76%u8207%u61c9%u7528%u2500%u4ee5%u4ea4%u6613%u7b56%u7565%u8207%u91d1%u878d%u8a50%u6b3a%u5075%u6e2c%u70ba%u4f8b%u6234%u5929%u6642%u3001%u9ec3%u5b50%u9a0f%uff0a%u50b3%u7d71%u91d1%u878d%u7684%u91cf%u5316%u7814%u7a76%u9577%u671f%u4ee5%u4f86%u4ef0%u8cf4%u7d71%u8a08%u5b78%u6a21%u578b%uff0c%u4f8b%u5982%u56de%u6b78%u5206%u6790%u3001%u6642%u9593%u5e8f%u5217%u6a21%u578b%uff08%u5982 ARIMA%uff09%u3001%u5354%u6574%u7406%u8ad6%u53ca%u99ac%u53ef%u592b%u93c8%u7b49%u6280%u8853%u5206%u6790%u8207%u9810%u6e2c%u50f9%u683c%u8d70%u52e2%u3002%u9019%u4e9b%u6a21%u578b%u4ee5%u5176%u6578%u5b78%u57fa%u790e%u548c%u89e3%u91cb%u6027%u53d7%u5230%u5ee3%u6cdb%u61c9%u7528%uff0c%u7136%u800c%uff0c%u5b83%u5011%u901a%u5e38%u5047%u8a2d%u6578%u64da%u751f%u6210%u5177%u5099%u7a69%u5b9a%u6027%uff0c%u96e3%u4ee5%u61c9%u5c0d%u5e02%u5834%u6ce2%u52d5%u53ca%u8cc7%u6599%u7279%u6027%u7684%u975e%u7dda%u6027%u8207%u9ad8%u7dad%u5ea6%u6311%u6230%u3002%u96a8%u8457%u5927%u6578%u64da%u6642%u4ee3%u4f86%u81e8%uff0c%u5148%u9032%u7684%u7d71%u8a08%u5b78%u7fd2%u5de5%u5177%u9010%u6f38%u8208%u8d77%uff0c%u4f8b%u5982%u652f%u6301%u5411%u91cf%u6a5f%uff08Support Vector Machine%uff09%u3001%u96a8%u6a5f%u68ee%u6797%uff08Random Forest%uff09%u53ca%u68af%u5ea6%u63d0%u5347%u6a5f%uff08Gradient Boosting Machine%uff09%uff0c%u63d0%u4f9b%u4e86%u66f4%u5f37%u7684%u975e%u7dda%u6027%u64ec%u5408%u80fd%u529b%uff0c%u80fd%u8655%u7406%u66f4%u5927%u898f%u6a21%u7684%u6578%u64da%u3002%u4f46%u9019%u4e9b%u5de5%u5177%u4ecd%u7136%u53d7%u9650%u65bc%u7279%u5fb5%u5de5%u7a0b%u7684%u4f9d%u8cf4%uff0c%u7121%u6cd5%u5b8c%u5168%u6355%u6349%u5e02%u5834%u4e2d%u66f4%u9ad8%u5c64%u6b21%u7684%u8907%u96dc%u7d50%u69cb%u3002%u6df1%u5ea6%u5b78%u7fd2%u7684%u51fa%u73fe%uff0c%u7279%u5225%u662f%u5728%u904b%u7b97%u80fd%u529b%u5feb%u901f%u63d0%u5347%u4ee5%u53ca%u640d%u5931%u51fd%u6578%uff08Loss function%uff09%u6536%u6582%u554f%u984c%u9010%u6f38%u89e3%u6c7a%u5f8c%uff0c%u63d0%u4f9b%u4e86%u524d%u6240%u672a%u6709%u7684%u6578%u64da%u64ec%u5408%u80fd%u529b%u3002%u901a%u904e%u5377%u7a4d%u795e%u7d93%u7db2%u8def%uff08Convolution Neural Network%uff09%u548c%u9577%u77ed%u671f%u8a18%u61b6%u7db2%u8def%uff08Long Short-Term Memory%uff09%uff0c%u7814%u7a76%u4eba%u54e1%u80fd%u66f4%u7cbe%u78ba%u5730%u8655%u7406%u5e02%u5834%u50f9%u683c%u3001%u4ea4%u6613%u91cf%u7b49%u8ca1%u52d9%u6642%u9593%u5e8f%u5217%u6578%u64da%u3002%u7136%u800c%uff0c%u7531%u65bc%u6a21%u578b%u7d50%u69cb%u7684%u9ad8%u5ea6%u8907%u96dc%u6027%uff0c%u6df1%u5ea6%u5b78%u7fd2%u6a21%u578b%u7684%u53ef%u89e3%u91cb%u6027%u5f80%u5f80%u53d7%u5230%u9650%u5236%uff0c%u9019%u5c0d%u65bc%u91d1%u878d%u61c9%u7528%u4e2d%u7684%u98a8%u96aa%u7ba1%u7406%u548c%u76e3%u7ba1%u9700%u6c42%u5f62%u6210%u6311%u6230%u3002%u5f37%u5316%u5b78%u7fd2%u7684%u51fa%u73fe%u9032%u4e00%u6b65%u62d3%u5c55%u4e86%u52d5%u614b%u6c7a%u7b56%u7684%u512a%u5316%u80fd%u529b%uff0c%u4f8b%u5982%u81ea%u52d5%u5316%u8cc7%u7522%u914d%u7f6e%u548c%u518d%u5e73%u8861%uff08auto rebalance%uff09%u7b56%u7565%uff0c%u900f%u904e%u4e0d%u65b7%u8207%u5e02%u5834%u4e92%u52d5%u5b78%u7fd2%u6700%u512a%u7b56%u7565%uff0c%u63d0%u5347%u4ea4%u6613%u6548%u80fd%u3002%u540c%u6642%uff0c%u751f%u6210%u5f0f%u4eba%u5de5%u667a%u6167%uff08Generative AI%uff09%u7684%u767c%u5c55%u5247%u70ba%u8655%u7406%u66f4%u8907%u96dc%u7684%u81ea%u7136%u8a9e%u8a00%u6587%u4ef6%u63d0%u4f9b%u4e86%u89e3%u6c7a%u65b9%u6848%uff0c%u4f8b%u5982%u8ca1%u52d9%u5831%u8868%u3001%u6cd5%u689d%u53ca%u65b0%u805e%u8cc7%u8a0a%uff0c%u4e26%u80fd%u61c9%u7528%u65bc%u8ca1%u52d9%u6642%u9593%u5e8f%u5217%u7684%u751f%u6210%uff0c%u6709%u52a9%u65bc%u98a8%u96aa%u63a7%u5236%u548c%u8cc7%u7522%u5b9a%u50f9%u3002%u9019%u4e9b%u524d%u6cbf%u6280%u8853%u6b63%u9010%u6f38%u5728 AI %u9818%u57df%u7684%u5b78%u8853%u6587%u737b%u4e2d%u5d84%u9732%u982d%u89d2%uff0c%u4e26%u9010%u6b65%u6ef2%u900f%u81f3%u8ca1%u52d9%u8207%u7d93%u6fdf%u7814%u7a76%u3002%u7d50%u5408%u672c%u7814%u7a76%u5718%u968a%u904e%u5f80%u5728%u5b78%u8853%u8207%u7522%u5b78%u5408%u4f5c%u4e2d%u7684%u5be6%u52d9%u7d93%u9a57%uff0c%u6211%u5011%u5728%u672c%u7bc7%u6587%u7ae0%u91cd%u9ede%u4ecb%u7d39%u4ee5%u4e0b%u61c9%u7528%u65b9%u5411%uff1a%uff0a %u6234%u5929%u6642%uff0c%u570b%u7acb%u967d%u660e%u4ea4%u901a%u5927%u5b78%u8cc7%u8a0a%u7ba1%u7406%u8207%u8ca1%u52d9%u91d1%u878d%u5b78%u7cfb%u6559%u6388%uff1b%u9ec3%u5b50%u9a0f%uff0c%u570b%u7acb%u967d%u660e%u4ea4%u901a%u5927%u5b78%u8cc7%u8a0a%u7ba1%u7406%u8207%u8ca1%u52d9%u91d1%u878d%u5b78%u7cfb%u7814%u7a76%u751f%u3002