{"id":14200,"date":"2023-10-17T08:06:59","date_gmt":"2023-10-16T23:06:59","guid":{"rendered":"https:\/\/wordpress.realcollector.jp\/blog\/?p=14200"},"modified":"2023-10-17T08:06:59","modified_gmt":"2023-10-16T23:06:59","slug":"deepl","status":"publish","type":"post","link":"https:\/\/wordpress.realcollector.jp\/blog\/?p=14200","title":{"rendered":"DeepL"},"content":{"rendered":"<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff08Deep Learning\uff09\u306f\u3001\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u306e\u4e00\u90e8\u3067\u3042\u308b\u6a5f\u68b0\u5b66\u7fd2\uff08Machine Learning\uff09\u306e\u4e00\u624b\u6cd5\u3067\u3059\u3002\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u591a\u5c64\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08Neural Network\uff09\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3001\u51e6\u7406\u3001\u5b66\u7fd2\u3059\u308b\u3053\u3068\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u6bd4\u8f03\u3057\u3066\u3001\u8907\u96d1\u306a\u69cb\u9020\u3084\u7279\u5fb4\u3092\u6301\u3064\u30c7\u30fc\u30bf\u306e\u89e3\u6790\u306b\u512a\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u306f\u3001\u8907\u6570\u306e\u968e\u5c64\u3092\u6301\u3064\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u306e\u62bd\u8c61\u7684\u306a\u7279\u5fb4\u3084\u30d1\u30bf\u30fc\u30f3\u3092\u81ea\u52d5\u7684\u306b\u62bd\u51fa\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3067\u3059\u3002\u3053\u306e\u80fd\u529b\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u306e\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u975e\u5e38\u306b\u6709\u7528\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4e3b\u306a\u7279\u5fb4\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\uff1a<\/p>\n<p>1. \u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u81ea\u5df1\u5b66\u7fd2\uff1a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u3066\u81ea\u5df1\u5b66\u7fd2\u3092\u884c\u3044\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306f\u30c7\u30fc\u30bf\u304b\u3089\u30d1\u30bf\u30fc\u30f3\u3092\u81ea\u52d5\u7684\u306b\u62bd\u51fa\u3057\u3001\u5b66\u7fd2\u3092\u9032\u3081\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u3088\u308a\u9ad8\u3044\u7cbe\u5ea6\u3067\u4e88\u6e2c\u3084\u89e3\u6790\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>2. \u5206\u985e\u3084\u4e88\u6e2c\u306e\u80fd\u529b\uff1a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5206\u985e\u3084\u4e88\u6e2c\u3092\u884c\u3046\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3067\u3059\u3002\u4f8b\u3048\u3070\u3001\u753b\u50cf\u8a8d\u8b58\u3067\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u3092\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u5199\u771f\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u6b63\u78ba\u306b\u8b58\u5225\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>3. \u975e\u7dda\u5f62\u306a\u95a2\u4fc2\u306e\u30e2\u30c7\u30ea\u30f3\u30b0\uff1a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u975e\u7dda\u5f62\u306a\u95a2\u4fc2\u3092\u30e2\u30c7\u30ea\u30f3\u30b0\u3059\u308b\u52b9\u679c\u7684\u306a\u624b\u6cd5\u3067\u3059\u3002\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3067\u306f\u96e3\u3057\u3044\u3068\u3055\u308c\u3066\u3044\u305f\u3001\u8907\u96d1\u306a\u95a2\u4fc2\u3084\u7279\u5fb4\u306e\u62bd\u51fa\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>4. \u6c4e\u5316\u80fd\u529b\uff1a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u30e2\u30c7\u30eb\u306f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u30d1\u30bf\u30fc\u30f3\u3084\u7279\u5fb4\u3060\u3051\u3067\u306a\u304f\u3001\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3082\u9ad8\u3044\u4e88\u6e2c\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u30e2\u30c7\u30eb\u306e\u6c4e\u5316\u80fd\u529b\u3068\u547c\u3070\u308c\u3001\u5b9f\u4e16\u754c\u306e\u5fdc\u7528\u306b\u304a\u3044\u3066\u91cd\u8981\u306a\u8981\u7d20\u3067\u3059\u3002<\/p>\n<p>5. \u9ad8\u3044\u7cbe\u5ea6\uff1a\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u89e3\u6790\u3084\u4e88\u6e2c\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001\u5f93\u6765\u306e\u624b\u6cd5\u3088\u308a\u3082\u9ad8\u3044\u7cbe\u5ea6\u3092\u9054\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u9020\u306b\u3088\u308b\u9ad8\u5ea6\u306a\u7279\u5fb4\u62bd\u51fa\u3084\u3001\u5927\u91cf\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u304f\u5b66\u7fd2\u306b\u3088\u3063\u3066\u5b9f\u73fe\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306b\u95a2\u3059\u308b\u53c2\u8003\u6587\u732e\u306e\u3044\u304f\u3064\u304b\u3067\u3059\uff1a<\/p>\n<p>1. &#8220;Deep Learning&#8221; &#8211; TensorFlow \u516c\u5f0f\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8 URL: <a href=\"https:\/\/www.tensorflow.org\/guide\/deep_learning\">https:\/\/www.tensorflow.org\/guide\/deep_learning<\/a><\/p>\n<p>2. &#8220;A Gentle Introduction to Deep Learning&#8221; &#8211; Kaggle URL: <a href=\"https:\/\/www.kaggle.com\/learn\/intro-to-deep-learning\">https:\/\/www.kaggle.com\/learn\/intro-to-deep-learning<\/a><\/p>\n<p>3. &#8220;Deep Learning&#8221; &#8211; Microsoft Research URL: <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/research-area\/deep-learning\/\">https:\/\/www.microsoft.com\/en-us\/research\/research-area\/deep-learning\/<\/a><\/p>\n<p>4. &#8220;Deep Learning Tutorial&#8221; &#8211; DeepLearning.AI URL: <a href=\"https:\/\/www.deeplearning.ai\/\">https:\/\/www.deeplearning.ai\/<\/a><\/p>\n<p>5. &#8220;Deep Learning: Methods and Applications&#8221; &#8211; Scholarpedia URL: <a href=\"http:\/\/www.scholarpedia.org\/article\/Deep_learning\">http:\/\/www.scholarpedia.org\/article\/Deep_learning<\/a><\/p>\n<p>\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u305d\u306e\u5f37\u529b\u306a\u5b66\u7fd2\u80fd\u529b\u3068\u9ad8\u3044\u7cbe\u5ea6\u306b\u3088\u308a\u3001\u73fe\u5728\u306eAI\u6280\u8853\u306e\u4e2d\u6838\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u753b\u50cf\u8a8d\u8b58\u3001\u97f3\u58f0\u8a8d\u8b58\u3001\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306a\u3069\u3001\u69d8\u3005\u306a\u5fdc\u7528\u5206\u91ce\u3067\u5e45\u5e83\u304f\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u7814\u7a76\u306f\u4eca\u5f8c\u3082\u9032\u5c55\u3057\u3066\u3044\u304d\u3001\u3088\u308a\u9ad8\u5ea6\u306a\u6a5f\u80fd\u3084\u65b0\u305f\u306a\u5fdc\u7528\u5206\u91ce\u306e\u958b\u62d3\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a 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