
{"id":5667,"date":"2025-05-13T23:24:20","date_gmt":"2025-05-13T15:24:20","guid":{"rendered":"https:\/\/infernews.com\/?page_id=5667"},"modified":"2025-05-13T23:30:02","modified_gmt":"2025-05-13T15:30:02","slug":"ai-a-z","status":"publish","type":"page","link":"https:\/\/infernews.com\/blog\/ai-a-z\/","title":{"rendered":"AI \u5e38\u7528\u8a9e\u4e2d\u82f1\u5c0d\u7167 A-Z"},"content":{"rendered":"\n\n    <script src=\"https:\/\/cdn.tailwindcss.com\"><\/script>\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Inter:wght@400;700&#038;display=swap\" rel=\"stylesheet\">\n    <style>\n        body {\n            font-family: 'Inter', sans-serif;\n            background-color: #f0f4f8; \/* Light background *\/\n            color: #333;\n            line-height: 1.6;\n        }\n        .bento-grid {\n            display: grid;\n            gap: 1rem; \/* Space between grid items *\/\n            \/* Responsive grid columns: 1 col on small, 2 on medium, 3 on large, 4 on extra large *\/\n            grid-template-columns: repeat(auto-fit, minmax(250px, 1fr));\n        }\n        .grid-item {\n            background-color: #ffffff; \/* White background for items *\/\n            border-radius: 1rem; \/* Rounded corners *\/\n            padding: 1.5rem;\n            box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1); \/* Subtle shadow *\/\n            display: flex;\n            flex-direction: column;\n            justify-content: space-between;\n            transition: transform 0.3s ease-in-out, box-shadow 0.3s ease-in-out; \/* Smooth transition on hover *\/\n        }\n         .grid-item:hover {\n            transform: translateY(-5px); \/* Lift effect on hover *\/\n            box-shadow: 0 10px 15px rgba(0, 0, 0, 0.2); \/* Larger shadow on hover *\/\n        }\n        .grid-item h3 {\n            font-size: 1.5rem;\n            font-weight: bold;\n            margin-bottom: 0.5rem;\n            color: #1e3a8a; \/* Dark blue for titles *\/\n        }\n        .grid-item p {\n            font-size: 1rem;\n            margin-bottom: 0.5rem;\n            color: #4a5568; \/* Slightly darker gray for full term *\/\n        }\n        .grid-item .chinese-explanation {\n            font-size: 0.9rem;\n            color: #555;\n            margin-top: 1rem;\n            border-top: 1px solid #eee;\n            padding-top: 1rem;\n        }\n         \/* Specific spans for Bento effect *\/\n        .col-span-2 { grid-column: span 2 \/ span 2; }\n        .row-span-2 { grid-row: span 2 \/ span 2; }\n        \/* Responsive spans *\/\n        @media (min-width: 768px) { \/* md breakpoint *\/\n            .md\\:col-span-2 { grid-column: span 2 \/ span 2; }\n            .md\\:row-span-2 { grid-row: span 2 \/ span 2; }\n        }\n         @media (min-width: 1024px) { \/* lg breakpoint *\/\n            .lg\\:col-span-2 { grid-column: span 2 \/ span 2; }\n            .lg\\:row-span-2 { grid-row: span 2 \/ span 2; }\n        }\n    <\/style>\n<\/head>\n<body class=\"p-6\">\n    <header class=\"text-center mb-10\">\n        <h1 class=\"text-4xl font-bold text-gray-800 mb-4\">AI \u5e38\u7528\u8a9e\u4e2d\u82f1\u5c0d\u7167<\/h1>\n    <\/header>\n\n    <main class=\"bento-grid\">\n        <div class=\"grid-item\">\n            <h3>AI<\/h3>\n            <p>Artificial Intelligence<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u4eba\u5de5\u667a\u6167<\/p>\n                <p>\u6a21\u64ec\u4eba\u985e\u667a\u80fd\u7684\u6280\u8853<\/p>\n                <p>\u8b93\u6a5f\u5668\u80fd\u5920\u5b78\u7fd2\u3001\u63a8\u7406<\/p>\n                <p>\u89e3\u6c7a\u554f\u984c\u548c\u611f\u77e5\u74b0\u5883<\/p>\n            <\/div>\n        <\/div>\n        <div class=\"grid-item\">\n            <h3>AGI<\/h3>\n            <p>Artificial General Intelligence<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u901a\u7528\u4eba\u5de5\u667a\u6167<\/p>\n                <p>\u5177\u5099\u50cf\u4eba\u985e\u4e00\u6a23\u7684\u5ee3\u6cdb\u667a\u80fd<\/p>\n                <p>\u80fd\u5728\u591a\u500b\u9818\u57df\u57f7\u884c\u4efb\u52d9<\/p>\n                <p>\u800c\u975e\u50c5\u9650\u65bc\u7279\u5b9a\u9818\u57df<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>ANI<\/h3>\n            <p>Artificial Narrow Intelligence<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u72f9\u7fa9\u4eba\u5de5\u667a\u6167<\/p>\n                <p>\u5c08\u6ce8\u65bc\u57f7\u884c\u7279\u5b9a\u4efb\u52d9\u7684AI<\/p>\n                <p>\u4f8b\u5982\u8a9e\u97f3\u52a9\u7406\u3001\u5716\u50cf\u8b58\u5225<\/p>\n                <p>\u662f\u76ee\u524d\u4e3b\u6d41\u7684AI\u5f62\u5f0f<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>ASI<\/h3>\n            <p>Artificial Super Intelligence<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u8d85\u7d1a\u4eba\u5de5\u667a\u6167<\/p>\n                <p>\u667a\u80fd\u9060\u8d85\u6700\u8070\u660e\u4eba\u985e\u7684AI<\/p>\n                <p>\u80fd\u5728\u79d1\u5b78\u3001\u5275\u610f\u7b49\u9818\u57df\u8d85\u8d8a\u4eba\u985e<\/p>\n                <p>\u76ee\u524d\u4ecd\u662f\u7406\u8ad6\u6982\u5ff5<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>AUC<\/h3>\n            <p>Area Under the Curve<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u66f2\u7dda\u4e0b\u9762\u7a4d<\/p>\n                <p>\u8a55\u4f30\u5206\u985e\u6a21\u578b\u6027\u80fd\u7684\u6307\u6a19<\/p>\n                <p>\u8861\u91cf\u6a21\u578b\u5340\u5206\u6b63\u8ca0\u985e\u7684\u80fd\u529b<\/p>\n                <p>\u503c\u8d8a\u63a5\u8fd11\u8868\u793a\u6027\u80fd\u8d8a\u597d<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Adam<\/h3>\n            <p>Adaptive Moment Estimation<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u81ea\u9069\u61c9\u77e9\u4f30\u8a08<\/p>\n                <p>\u4e00\u7a2e\u5e38\u7528\u7684\u512a\u5316\u7b97\u6cd5<\/p>\n                <p>\u7528\u65bc\u8a13\u7df4\u795e\u7d93\u7db2\u7d61<\/p>\n                <p>\u80fd\u9ad8\u6548\u8abf\u6574\u5b78\u7fd2\u7387<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>API<\/h3>\n            <p>Application Programming Interface<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u61c9\u7528\u7a0b\u5f0f\u4ecb\u9762<\/p>\n                <p>\u4e0d\u540c\u8edf\u9ad4\u7cfb\u7d71\u9593\u7684\u9023\u63a5\u6a4b\u6a11<\/p>\n                <p>AI\u670d\u52d9\u5e38\u900f\u904eAPI\u63d0\u4f9b<\/p>\n                <p>\u65b9\u4fbf\u958b\u767c\u8005\u8abf\u7528AI\u529f\u80fd<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item md:col-span-2\">\n            <h3>BERT<\/h3>\n            <p>Bidirectional Encoder Representations from Transformers<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u4f86\u81eaTransformer\u7684\u96d9\u5411\u7de8\u78bc\u8868\u793a<\/p>\n                <p>Google\u958b\u767c\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\u6a21\u578b<\/p>\n                <p>\u80fd\u7406\u89e3\u53e5\u5b50\u4e2d\u8a5e\u8a9e\u7684\u4e0a\u4e0b\u6587\u95dc\u4fc2<\/p>\n                <p>\u5728\u591a\u7a2eNLP\u4efb\u52d9\u4e0a\u8868\u73fe\u512a\u7570<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Bias<\/h3>\n            <p>Bias (in ML)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u504f\u5dee (\u6a5f\u5668\u5b78\u7fd2\u4e2d)<\/p>\n                <p>\u6a21\u578b\u9810\u6e2c\u503c\u8207\u771f\u5be6\u503c\u4e4b\u9593\u7684\u5dee\u7570<\/p>\n                <p>\u9ad8\u504f\u5dee\u8868\u793a\u6a21\u578b\u904e\u65bc\u7c21\u55ae<\/p>\n                <p>\u672a\u80fd\u6355\u6349\u6578\u64da\u7684\u8907\u96dc\u6027<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Backprop<\/h3>\n            <p>Backpropagation<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u53cd\u5411\u50b3\u64ad<\/p>\n                <p>\u8a13\u7df4\u795e\u7d93\u7db2\u7d61\u7684\u6838\u5fc3\u7b97\u6cd5<\/p>\n                <p>\u8a08\u7b97\u640d\u5931\u51fd\u6578\u5c0d\u6b0a\u91cd\u7684\u68af\u5ea6<\/p>\n                <p>\u4e26\u64da\u6b64\u66f4\u65b0\u6b0a\u91cd<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Batch Size<\/h3>\n            <p>Batch Size<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6279\u91cf\u5927\u5c0f<\/p>\n                <p>\u6bcf\u6b21\u8a13\u7df4\u8fed\u4ee3\u4e2d\u4f7f\u7528\u7684\u6a23\u672c\u6578<\/p>\n                <p>\u5f71\u97ff\u8a13\u7df4\u901f\u5ea6\u548c\u6a21\u578b\u6027\u80fd<\/p>\n                <p>\u662f\u91cd\u8981\u7684\u8d85\u53c3\u6578<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>CNN<\/h3>\n            <p>Convolutional Neural Network<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5377\u7a4d\u795e\u7d93\u7db2\u7d61<\/p>\n                <p>\u4e00\u7a2e\u7279\u6b8a\u7684\u6df1\u5ea6\u5b78\u7fd2\u7db2\u7d61<\/p>\n                <p>\u5c24\u5176\u9069\u7528\u65bc\u5716\u50cf\u8655\u7406\u4efb\u52d9<\/p>\n                <p>\u901a\u904e\u5377\u7a4d\u5c64\u63d0\u53d6\u7279\u5fb5<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>CV<\/h3>\n            <p>Computer Vision<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u96fb\u8166\u8996\u89ba<\/p>\n                <p>\u8b93\u96fb\u8166\u300c\u770b\u898b\u300d\u548c\u89e3\u91cb\u5716\u50cf<\/p>\n                <p>\u7528\u65bc\u5716\u50cf\u8b58\u5225\u3001\u7269\u9ad4\u5075\u6e2c<\/p>\n                <p>\u662fAI\u611f\u77e5\u4e16\u754c\u7684\u65b9\u5f0f<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Clustering<\/h3>\n            <p>Clustering<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u805a\u985e<\/p>\n                <p>\u4e00\u7a2e\u7121\u76e3\u7763\u5b78\u7fd2\u6280\u8853<\/p>\n                <p>\u5c07\u6578\u64da\u9ede\u5206\u7d44\u5230\u4e0d\u540c\u7684\u7c07<\/p>\n                <p>\u4f7f\u540c\u4e00\u7c07\u5167\u7684\u9ede\u76f8\u4f3c<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Classification<\/h3>\n            <p>Classification<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5206\u985e<\/p>\n                <p>\u4e00\u7a2e\u76e3\u7763\u5b78\u7fd2\u4efb\u52d9<\/p>\n                <p>\u5c07\u6578\u64da\u9ede\u5206\u914d\u5230\u9810\u5b9a\u7fa9\u985e\u5225<\/p>\n                <p>\u4f8b\u5982\u5783\u573e\u90f5\u4ef6\u6aa2\u6e2c<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Chatbot<\/h3>\n            <p>Chatbot<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u804a\u5929\u6a5f\u5668\u4eba<\/p>\n                <p>\u80fd\u8207\u4eba\u985e\u9032\u884c\u5c0d\u8a71\u7684AI\u7a0b\u5e8f<\/p>\n                <p>\u61c9\u7528\u65bc\u5ba2\u670d\u3001\u8cc7\u8a0a\u67e5\u8a62\u7b49<\/p>\n                <p>\u57fa\u65bcNLP\u6280\u8853<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>CLS<\/h3>\n            <p>Cumulative Layout Shift<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7d2f\u7a4d\u4f48\u5c40\u504f\u79fb<\/p>\n                <p>\u8861\u91cf\u7db2\u9801\u8996\u89ba\u7a69\u5b9a\u6027\u7684\u6307\u6a19<\/p>\n                <p>AI\u751f\u6210\u7684\u7db2\u9801\u61c9\u907f\u514dCLS<\/p>\n                <p>\u63d0\u5347\u7528\u6236\u9ad4\u9a57<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Context<\/h3>\n            <p>Context (in NLP\/LLMs)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u4e0a\u4e0b\u6587 (\u81ea\u7136\u8a9e\u8a00\u8655\u7406\/\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u4e2d)<\/p>\n                <p>\u6587\u672c\u4e2d\u8a5e\u8a9e\u5468\u570d\u7684\u8a5e\u8a9e\u6216\u53e5\u5b50<\/p>\n                <p>\u5c0d\u7406\u89e3\u8a5e\u8a9e\u542b\u7fa9\u81f3\u95dc\u91cd\u8981<\/p>\n                <p>LLM\u9700\u8981\u7406\u89e3\u4e0a\u4e0b\u6587<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Cross-validation<\/h3>\n            <p>Cross-validation<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u4ea4\u53c9\u9a57\u8b49<\/p>\n                <p>\u8a55\u4f30\u6a21\u578b\u6027\u80fd\u7684\u6280\u8853<\/p>\n                <p>\u5c07\u6578\u64da\u5206\u5272\u6210\u591a\u500b\u5b50\u96c6<\/p>\n                <p>\u6e1b\u5c11\u904e\u64ec\u5408\u98a8\u96aa<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>CPU<\/h3>\n            <p>Central Processing Unit<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u4e2d\u592e\u8655\u7406\u5668<\/p>\n                <p>\u96fb\u8166\u7684\u6838\u5fc3\u8a08\u7b97\u55ae\u5143<\/p>\n                <p>\u96d6\u7136GPU\u66f4\u9069\u5408\u6df1\u5ea6\u5b78\u7fd2<\/p>\n                <p>CPU\u4ecd\u7528\u65bc\u6578\u64da\u9810\u8655\u7406\u7b49<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>CSP<\/h3>\n            <p>Content Security Policy<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5167\u5bb9\u5b89\u5168\u7b56\u7565<\/p>\n                <p>\u4e00\u7a2e\u7db2\u9801\u5b89\u5168\u6a5f\u5236<\/p>\n                <p>\u9650\u5236\u9801\u9762\u53ef\u4ee5\u8f09\u5165\u7684\u8cc7\u6e90<\/p>\n                <p>AI\u751f\u6210\u7684\u7db2\u9801\u9700\u6ce8\u610f\u517c\u5bb9\u6027<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>DL<\/h3>\n            <p>Deep Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6df1\u5ea6\u5b78\u7fd2<\/p>\n                <p>\u6a5f\u5668\u5b78\u7fd2\u7684\u4e00\u500b\u5206\u652f<\/p>\n                <p>\u4f7f\u7528\u591a\u5c64\u795e\u7d93\u7db2\u7d61<\/p>\n                <p>\u8655\u7406\u8907\u96dc\u7684\u6578\u64da\u6a21\u5f0f<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Dataset<\/h3>\n            <p>Dataset<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6578\u64da\u96c6<\/p>\n                <p>\u7528\u65bc\u8a13\u7df4\u548c\u6e2c\u8a66AI\u6a21\u578b\u7684\u6578\u64da\u96c6\u5408<\/p>\n                <p>\u6578\u64da\u7684\u8cea\u91cf\u548c\u6578\u91cf\u81f3\u95dc\u91cd\u8981<\/p>\n                <p>\u5f71\u97ff\u6a21\u578b\u6700\u7d42\u6027\u80fd<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Dropout<\/h3>\n            <p>Dropout<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u4e1f\u68c4\u6cd5<\/p>\n                <p>\u4e00\u7a2e\u6b63\u5247\u5316\u6280\u8853<\/p>\n                <p>\u5728\u8a13\u7df4\u6642\u96a8\u6a5f\u300c\u95dc\u9589\u300d\u90e8\u5206\u795e\u7d93\u5143<\/p>\n                <p>\u6e1b\u5c11\u795e\u7d93\u7db2\u7d61\u7684\u904e\u64ec\u5408<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Dimension<\/h3>\n            <p>Dimension (Data)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7dad\u5ea6 (\u6578\u64da)<\/p>\n                <p>\u6578\u64da\u96c6\u4e2d\u7279\u5fb5\u7684\u6578\u91cf<\/p>\n                <p>\u9ad8\u7dad\u5ea6\u6578\u64da\u53ef\u80fd\u5c0e\u81f4\u300c\u7dad\u5ea6\u8a5b\u5492\u300d<\/p>\n                <p>\u9700\u8981\u964d\u7dad\u6280\u8853<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>D3<\/h3>\n            <p>Data-Driven Documents<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6578\u64da\u9a45\u52d5\u6587\u6a94<\/p>\n                <p>\u4e00\u500bJavaScript\u5eab<\/p>\n                <p>\u7528\u65bc\u5275\u5efa\u6578\u64da\u53ef\u8996\u5316<\/p>\n                <p>AI\u7d50\u679c\u5e38\u901a\u904eD3\u5c55\u793a<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Decision Tree<\/h3>\n            <p>Decision Tree<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6c7a\u7b56\u6a39<\/p>\n                <p>\u4e00\u7a2e\u76e3\u7763\u5b78\u7fd2\u7b97\u6cd5<\/p>\n                <p>\u901a\u904e\u6a39\u72c0\u7d50\u69cb\u9032\u884c\u6c7a\u7b56<\/p>\n                <p>\u6613\u65bc\u7406\u89e3\u548c\u89e3\u91cb<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Discriminative Model<\/h3>\n            <p>Discriminative Model<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5224\u5225\u6a21\u578b<\/p>\n                <p>\u76f4\u63a5\u5c0d\u6578\u64da\u9032\u884c\u5206\u985e\u6216\u56de\u6b78<\/p>\n                <p>\u5b78\u7fd2\u8f38\u5165\u8207\u8f38\u51fa\u4e4b\u9593\u7684\u908a\u754c<\/p>\n                <p>\u4f8b\u5982\u908f\u8f2f\u56de\u6b78\u3001SVM<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Data Augmentation<\/h3>\n            <p>Data Augmentation<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6578\u64da\u589e\u5f37<\/p>\n                <p>\u901a\u904e\u5c0d\u73fe\u6709\u6578\u64da\u9032\u884c\u8b8a\u63db<\/p>\n                <p>\u751f\u6210\u65b0\u7684\u8a13\u7df4\u6a23\u672c<\/p>\n                <p>\u589e\u52a0\u6578\u64da\u91cf\uff0c\u63d0\u9ad8\u6a21\u578b\u6cdb\u5316\u80fd\u529b<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Data Preprocessing<\/h3>\n            <p>Data Preprocessing<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6578\u64da\u9810\u8655\u7406<\/p>\n                <p>\u5728\u8a13\u7df4\u6a21\u578b\u524d\u5c0d\u6578\u64da\u9032\u884c\u6e05\u6d17\u3001\u8f49\u63db<\/p>\n                <p>\u8655\u7406\u7f3a\u5931\u503c\u3001\u7570\u5e38\u503c\u7b49<\/p>\n                <p>\u78ba\u4fdd\u6578\u64da\u8cea\u91cf\uff0c\u63d0\u5347\u6a21\u578b\u6027\u80fd<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Dimensionality Reduction<\/h3>\n            <p>Dimensionality Reduction<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u964d\u7dad<\/p>\n                <p>\u6e1b\u5c11\u6578\u64da\u96c6\u4e2d\u7279\u5fb5\u7684\u6578\u91cf<\/p>\n                <p>\u540c\u6642\u76e1\u91cf\u4fdd\u7559\u91cd\u8981\u4fe1\u606f<\/p>\n                <p>\u61c9\u5c0d\u7dad\u5ea6\u8a5b\u5492\uff0c\u63d0\u9ad8\u6548\u7387<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>Epoch<\/h3>\n            <p>Epoch<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u8a13\u7df4\u8f2a\u6b21<\/p>\n                <p>\u6240\u6709\u8a13\u7df4\u6578\u64da\u5b8c\u6574\u5730<\/p>\n                <p>\u901a\u904e\u795e\u7d93\u7db2\u7d61\u4e00\u6b21<\/p>\n                <p>\u7a31\u70ba\u4e00\u500bEpoch<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Embedding<\/h3>\n            <p>Embedding<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5d4c\u5165<\/p>\n                <p>\u5c07\u9ad8\u7dad\u6578\u64da\uff08\u5982\u8a5e\u8a9e\uff09<\/p>\n                <p>\u6620\u5c04\u5230\u4f4e\u7dad\u5411\u91cf\u7a7a\u9593<\/p>\n                <p>\u6355\u6349\u6578\u64da\u4e4b\u9593\u7684\u8a9e\u7fa9\u95dc\u4fc2<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Ensemble Learning<\/h3>\n            <p>Ensemble Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u96c6\u6210\u5b78\u7fd2<\/p>\n                <p>\u7d50\u5408\u591a\u500b\u6a21\u578b\u7684\u9810\u6e2c\u7d50\u679c<\/p>\n                <p>\u4ee5\u63d0\u9ad8\u6574\u9ad4\u9810\u6e2c\u6027\u80fd<\/p>\n                <p>\u4f8b\u5982\u96a8\u6a5f\u68ee\u6797\u3001\u68af\u5ea6\u63d0\u5347<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Evaluation Metrics<\/h3>\n            <p>Evaluation Metrics<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u8a55\u4f30\u6307\u6a19<\/p>\n                <p>\u8861\u91cfAI\u6a21\u578b\u6027\u80fd\u7684\u6a19\u6e96<\/p>\n                <p>\u5982\u6e96\u78ba\u7387\u3001\u7cbe\u78ba\u7387\u3001\u53ec\u56de\u7387\u7b49<\/p>\n                <p>\u9078\u64c7\u5408\u9069\u6307\u6a19\u81f3\u95dc\u91cd\u8981<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Edge AI<\/h3>\n            <p>Edge AI<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u908a\u7de3\u4eba\u5de5\u667a\u6167<\/p>\n                <p>\u5728\u8a2d\u5099\u672c\u5730\u800c\u975e\u96f2\u7aef\u904b\u884cAI\u6a21\u578b<\/p>\n                <p>\u6e1b\u5c11\u5ef6\u9072\uff0c\u4fdd\u8b77\u96b1\u79c1<\/p>\n                <p>\u61c9\u7528\u65bc\u667a\u80fd\u8a2d\u5099\u3001\u7269\u806f\u7db2<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Ethical AI<\/h3>\n            <p>Ethical AI<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u502b\u7406\u4eba\u5de5\u667a\u6167<\/p>\n                <p>\u95dc\u6ce8AI\u958b\u767c\u548c\u4f7f\u7528\u4e2d\u7684\u9053\u5fb7\u554f\u984c<\/p>\n                <p>\u5982\u504f\u898b\u3001\u96b1\u79c1\u3001\u900f\u660e\u5ea6<\/p>\n                <p>\u78ba\u4fddAI\u7684\u516c\u5e73\u548c\u8ca0\u8cac\u4efb<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Explainable AI (XAI)<\/h3>\n            <p>Explainable AI<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u53ef\u89e3\u91cb\u4eba\u5de5\u667a\u6167 (XAI)<\/p>\n                <p>\u65e8\u5728\u8b93\u4eba\u5011\u7406\u89e3AI\u6a21\u578b<\/p>\n                <p>\u5982\u4f55\u505a\u51fa\u6c7a\u7b56<\/p>\n                <p>\u63d0\u9ad8AI\u7684\u900f\u660e\u5ea6\u548c\u4fe1\u4efb\u5ea6<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>Feature<\/h3>\n            <p>Feature (Data)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7279\u5fb5 (\u6578\u64da)<\/p>\n                <p>\u6578\u64da\u96c6\u4e2d\u7528\u65bc\u63cf\u8ff0\u6a23\u672c\u7684\u5c6c\u6027<\/p>\n                <p>\u662f\u6a21\u578b\u5b78\u7fd2\u7684\u57fa\u790e<\/p>\n                <p>\u7279\u5fb5\u7684\u9078\u64c7\u548c\u8655\u7406\u5f71\u97ff\u6a21\u578b\u6027\u80fd<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>F1 Score<\/h3>\n            <p>F1 Score<\/p>\n            <div class=\"chinese-explanation\">\n                <p>F1\u5206\u6578<\/p>\n                <p>\u8a55\u4f30\u5206\u985e\u6a21\u578b\u6027\u80fd\u7684\u6307\u6a19<\/p>\n                <p>\u662f\u7cbe\u78ba\u7387\u548c\u53ec\u56de\u7387\u7684\u8abf\u548c\u5e73\u5747<\/p>\n                <p>\u7d9c\u5408\u8003\u616e\u4e86\u5169\u8005<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Framework<\/h3>\n            <p>Framework (ML)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6846\u67b6 (\u6a5f\u5668\u5b78\u7fd2)<\/p>\n                <p>\u63d0\u4f9b\u69cb\u5efa\u548c\u8a13\u7df4AI\u6a21\u578b\u5de5\u5177\u7684\u5eab<\/p>\n                <p>\u5982TensorFlow, PyTorch<\/p>\n                <p>\u7c21\u5316\u4e86AI\u958b\u767c\u6d41\u7a0b<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Fine-tuning<\/h3>\n            <p>Fine-tuning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5fae\u8abf<\/p>\n                <p>\u5728\u9810\u8a13\u7df4\u6a21\u578b\u57fa\u790e\u4e0a<\/p>\n                <p>\u4f7f\u7528\u7279\u5b9a\u4efb\u52d9\u6578\u64da\u9032\u884c\u8a13\u7df4<\/p>\n                <p>\u4f7f\u5176\u9069\u61c9\u65b0\u4efb\u52d9<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Feature Engineering<\/h3>\n            <p>Feature Engineering<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7279\u5fb5\u5de5\u7a0b<\/p>\n                <p>\u5f9e\u539f\u59cb\u6578\u64da\u4e2d\u5275\u5efa\u65b0\u7279\u5fb5<\/p>\n                <p>\u6216\u8f49\u63db\u73fe\u6709\u7279\u5fb5<\/p>\n                <p>\u4ee5\u63d0\u9ad8\u6a21\u578b\u6027\u80fd<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Feature Extraction<\/h3>\n            <p>Feature Extraction<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7279\u5fb5\u63d0\u53d6<\/p>\n                <p>\u5f9e\u6578\u64da\u4e2d\u81ea\u52d5\u5b78\u7fd2\u548c\u63d0\u53d6\u7279\u5fb5<\/p>\n                <p>\u5e38\u7528\u65bc\u6df1\u5ea6\u5b78\u7fd2<\/p>\n                <p>\u4f8b\u5982CNN\u5f9e\u5716\u50cf\u4e2d\u63d0\u53d6\u7279\u5fb5<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>GAN<\/h3>\n            <p>Generative Adversarial Network<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u751f\u6210\u5c0d\u6297\u7db2\u7d61<\/p>\n                <p>\u7531\u751f\u6210\u5668\u548c\u5224\u5225\u5668\u7d44\u6210<\/p>\n                <p>\u901a\u904e\u76f8\u4e92\u5c0d\u6297\u5b78\u7fd2\u751f\u6210\u6578\u64da<\/p>\n                <p>\u5e38\u7528\u65bc\u5716\u50cf\u751f\u6210<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>GPU<\/h3>\n            <p>Graphics Processing Unit<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5716\u5f62\u8655\u7406\u5668<\/p>\n                <p>\u64c5\u9577\u4e26\u884c\u8a08\u7b97\u7684\u786c\u9ad4<\/p>\n                <p>\u6975\u5927\u5730\u52a0\u901f\u6df1\u5ea6\u5b78\u7fd2\u8a13\u7df4<\/p>\n                <p>\u662fAI\u7814\u7a76\u7684\u95dc\u9375\u57fa\u790e\u8a2d\u65bd<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>GPT<\/h3>\n            <p>Generative Pre-trained Transformer<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u751f\u6210\u5f0f\u9810\u8a13\u7df4Transformer<\/p>\n                <p>OpenAI\u958b\u767c\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7cfb\u5217<\/p>\n                <p>\u57fa\u65bcTransformer\u67b6\u69cb<\/p>\n                <p>\u64c5\u9577\u6587\u672c\u751f\u6210\u548c\u7406\u89e3<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Gradient Descent<\/h3>\n            <p>Gradient Descent<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u68af\u5ea6\u4e0b\u964d<\/p>\n                <p>\u4e00\u7a2e\u512a\u5316\u7b97\u6cd5<\/p>\n                <p>\u6cbf\u8457\u640d\u5931\u51fd\u6578\u68af\u5ea6\u7684\u53cd\u65b9\u5411<\/p>\n                <p>\u8fed\u4ee3\u66f4\u65b0\u53c3\u6578\u4ee5\u627e\u5230\u6700\u5c0f\u503c<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Generative AI<\/h3>\n            <p>Generative AI<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167<\/p>\n                <p>\u80fd\u5920\u5275\u9020\u65b0\u5167\u5bb9\u7684AI<\/p>\n                <p>\u5982\u6587\u672c\u3001\u5716\u50cf\u3001\u97f3\u6a02<\/p>\n                <p>\u57fa\u65bc\u751f\u6210\u6a21\u578b<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Generative Model<\/h3>\n            <p>Generative Model<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u751f\u6210\u6a21\u578b<\/p>\n                <p>\u5b78\u7fd2\u6578\u64da\u7684\u5206\u5e03<\/p>\n                <p>\u80fd\u5920\u751f\u6210\u8207\u8a13\u7df4\u6578\u64da\u76f8\u4f3c\u7684\u65b0\u6578\u64da<\/p>\n                <p>\u4f8b\u5982GAN\u3001VAE<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>Hyperparameters<\/h3>\n            <p>Hyperparameters<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u8d85\u53c3\u6578<\/p>\n                <p>\u5728\u8a13\u7df4\u6a21\u578b\u524d\u8a2d\u5b9a\u7684\u53c3\u6578<\/p>\n                <p>\u4e0d\u901a\u904e\u8a13\u7df4\u5b78\u7fd2<\/p>\n                <p>\u5982\u5b78\u7fd2\u7387\u3001\u6279\u91cf\u5927\u5c0f<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>IoT<\/h3>\n            <p>Internet of Things<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7269\u806f\u7db2<\/p>\n                <p>\u9023\u63a5\u5230\u4e92\u806f\u7db2\u7684\u7269\u7406\u8a2d\u5099\u7db2\u7d61<\/p>\n                <p>\u5e38\u8207AI\u7d50\u5408<\/p>\n                <p>\u5be6\u73fe\u667a\u80fd\u611f\u77e5\u548c\u63a7\u5236<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Interpretability<\/h3>\n            <p>Interpretability (Model)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u53ef\u89e3\u91cb\u6027 (\u6a21\u578b)<\/p>\n                <p>\u7406\u89e3\u6a21\u578b\u5982\u4f55\u505a\u51fa\u9810\u6e2c\u7684\u80fd\u529b<\/p>\n                <p>\u5c0d\u65bc\u95dc\u9375\u61c9\u7528\u9818\u57df\u5f88\u91cd\u8981<\/p>\n                <p>\u8207XAI\u76f8\u95dc<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>Keras<\/h3>\n            <p>Keras<\/p>\n            <div class=\"chinese-explanation\">\n                <p>Keras<\/p>\n                <p>\u4e00\u500b\u9ad8\u5c64\u6b21\u7684\u6df1\u5ea6\u5b78\u7fd2API<\/p>\n                <p>\u904b\u884c\u5728TensorFlow, PyTorch\u7b49\u4e4b\u4e0a<\/p>\n                <p>\u6613\u65bc\u4f7f\u7528\uff0c\u5feb\u901f\u69cb\u5efa\u6a21\u578b<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>KNN<\/h3>\n            <p>K-Nearest Neighbors<\/p>\n            <div class=\"chinese-explanation\">\n                <p>K\u8fd1\u9130<\/p>\n                <p>\u4e00\u7a2e\u7c21\u55ae\u7684\u5206\u985e\u6216\u56de\u6b78\u7b97\u6cd5<\/p>\n                <p>\u57fa\u65bc\u6a23\u672c\u8207\u5176K\u500b\u6700\u8fd1\u9130\u5c45\u7684\u8ddd\u96e2<\/p>\n                <p>\u9032\u884c\u9810\u6e2c<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item md:col-span-2 lg:col-span-2\">\n            <h3>LLM<\/h3>\n            <p>Large Language Model<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5927\u578b\u8a9e\u8a00\u6a21\u578b<\/p>\n                <p>\u64c1\u6709\u6578\u5341\u5104\u751a\u81f3\u6578\u842c\u5104\u53c3\u6578\u7684\u8a9e\u8a00\u6a21\u578b<\/p>\n                <p>\u5728\u6d77\u91cf\u6587\u672c\u6578\u64da\u4e0a\u8a13\u7df4<\/p>\n                <p>\u80fd\u57f7\u884c\u591a\u7a2e\u81ea\u7136\u8a9e\u8a00\u4efb\u52d9<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>ML<\/h3>\n            <p>Machine Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6a5f\u5668\u5b78\u7fd2<\/p>\n                <p>AI \u7684\u4e00\u500b\u5b50\u9818\u57df<\/p>\n                <p>\u8b93\u96fb\u8166\u5f9e\u6578\u64da\u4e2d\u5b78\u7fd2<\/p>\n                <p>\u7121\u9700\u660e\u78ba\u7a0b\u5f0f\u8a2d\u8a08<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Loss Function<\/h3>\n            <p>Loss Function<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u640d\u5931\u51fd\u6578<\/p>\n                <p>\u8861\u91cf\u6a21\u578b\u9810\u6e2c\u503c\u8207\u771f\u5be6\u503c\u4e4b\u9593\u5dee\u7570\u7684\u51fd\u6578<\/p>\n                <p>\u8a13\u7df4\u6a21\u578b\u7684\u76ee\u6a19\u662f\u6700\u5c0f\u5316\u640d\u5931\u51fd\u6578<\/p>\n                <p>\u6307\u5c0e\u6a21\u578b\u5b78\u7fd2\u65b9\u5411<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Learning Rate<\/h3>\n            <p>Learning Rate<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5b78\u7fd2\u7387<\/p>\n                <p>\u63a7\u5236\u6a21\u578b\u5728\u6bcf\u6b21\u8fed\u4ee3\u4e2d<\/p>\n                <p>\u66f4\u65b0\u6b0a\u91cd\u7684\u6b65\u9577\u5927\u5c0f<\/p>\n                <p>\u91cd\u8981\u7684\u8d85\u53c3\u6578\uff0c\u5f71\u97ff\u6536\u6582\u901f\u5ea6<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>ML<\/h3>\n            <p>Machine Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6a5f\u5668\u5b78\u7fd2<\/p>\n                <p>AI \u7684\u4e00\u500b\u5b50\u9818\u57df<\/p>\n                <p>\u8b93\u96fb\u8166\u5f9e\u6578\u64da\u4e2d\u5b78\u7fd2<\/p>\n                <p>\u7121\u9700\u660e\u78ba\u7a0b\u5f0f\u8a2d\u8a08<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Model<\/h3>\n            <p>Model (AI\/ML)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6a21\u578b (\u4eba\u5de5\u667a\u6167\/\u6a5f\u5668\u5b78\u7fd2)<\/p>\n                <p>\u5b78\u7fd2\u6578\u64da\u6a21\u5f0f\u4e26\u7528\u65bc\u9810\u6e2c\u6216\u6c7a\u7b56\u7684\u7d50\u69cb<\/p>\n                <p>\u53ef\u4ee5\u662f\u795e\u7d93\u7db2\u7d61\u3001\u6c7a\u7b56\u6a39\u7b49<\/p>\n                <p>\u662fAI\u7684\u6838\u5fc3\u7d44\u6210\u90e8\u5206<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>MCP<\/h3>\n            <p>Model Context Protocol<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6a21\u578b\u4e0a\u4e0b\u6587\u5354\u8b70<\/p>\n                <p>\u7528\u65bc\u7ba1\u7406\u548c\u50b3\u8f38<\/p>\n                <p>AI\u6a21\u578b\u904b\u884c\u6642\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f<\/p>\n                <p>\u78ba\u4fdd\u6a21\u578b\u80fd\u7406\u89e3\u7576\u524d\u72c0\u614b<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>NN<\/h3>\n            <p>Neural Network<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u795e\u7d93\u7db2\u7d61<\/p>\n                <p>\u53d7\u4eba\u8166\u7d50\u69cb\u555f\u767c\u7684\u8a08\u7b97\u6a21\u578b<\/p>\n                <p>\u7531\u591a\u5c64\u795e\u7d93\u5143\u7d44\u6210<\/p>\n                <p>\u662f\u6df1\u5ea6\u5b78\u7fd2\u7684\u57fa\u790e<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>NLP<\/h3>\n            <p>Natural Language Processing<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u81ea\u7136\u8a9e\u8a00\u8655\u7406<\/p>\n                <p>\u8b93\u96fb\u8166\u7406\u89e3\u548c\u8655\u7406\u4eba\u985e\u8a9e\u8a00<\/p>\n                <p>\u61c9\u7528\u65bc\u7ffb\u8b6f\u3001\u60c5\u611f\u5206\u6790\u7b49<\/p>\n                <p>\u662fAI\u8207\u8a9e\u8a00\u7684\u4ea4\u53c9\u9818\u57df<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>Optimizer<\/h3>\n            <p>Optimizer<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u512a\u5316\u5668<\/p>\n                <p>\u7528\u65bc\u8abf\u6574\u6a21\u578b\u53c3\u6578<\/p>\n                <p>\u4ee5\u6700\u5c0f\u5316\u640d\u5931\u51fd\u6578\u7684\u7b97\u6cd5<\/p>\n                <p>\u5982SGD, Adam<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Overfitting<\/h3>\n            <p>Overfitting<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u904e\u64ec\u5408<\/p>\n                <p>\u6a21\u578b\u5728\u8a13\u7df4\u6578\u64da\u4e0a\u8868\u73fe\u5f88\u597d<\/p>\n                <p>\u4f46\u5728\u65b0\u6578\u64da\u4e0a\u8868\u73fe\u5dee<\/p>\n                <p>\u6a21\u578b\u904e\u65bc\u8907\u96dc\uff0c\u8a18\u4f4f\u4e86\u8a13\u7df4\u6578\u64da<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>PCA<\/h3>\n            <p>Principal Component Analysis<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u4e3b\u6210\u5206\u5206\u6790<\/p>\n                <p>\u4e00\u7a2e\u5e38\u7528\u7684\u964d\u7dad\u6280\u8853<\/p>\n                <p>\u5c07\u6578\u64da\u8f49\u63db\u5230\u65b0\u7684\u5750\u6a19\u7cfb<\/p>\n                <p>\u4fdd\u7559\u6578\u64da\u4e2d\u6700\u91cd\u8981\u7684\u65b9\u5dee<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Prompt<\/h3>\n            <p>Prompt (LLM)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u63d0\u793a (\u5927\u578b\u8a9e\u8a00\u6a21\u578b)<\/p>\n                <p>\u7d66\u4e88LLM\u7684\u8f38\u5165\u6587\u672c\u6216\u6307\u4ee4<\/p>\n                <p>\u5f15\u5c0e\u6a21\u578b\u751f\u6210\u671f\u671b\u7684\u8f38\u51fa<\/p>\n                <p>\u662f\u8207LLM\u4ea4\u4e92\u7684\u65b9\u5f0f<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Prompt Engineering<\/h3>\n            <p>Prompt Engineering<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u63d0\u793a\u5de5\u7a0b<\/p>\n                <p>\u8a2d\u8a08\u548c\u512a\u5316\u7d66\u4e88LLM\u7684\u63d0\u793a<\/p>\n                <p>\u4ee5\u7372\u5f97\u66f4\u597d\u7684\u751f\u6210\u7d50\u679c<\/p>\n                <p>\u662f\u4f7f\u7528LLM\u7684\u95dc\u9375\u6280\u80fd<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Pre-training<\/h3>\n            <p>Pre-training<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u9810\u8a13\u7df4<\/p>\n                <p>\u5728\u5927\u91cf\u6578\u64da\u4e0a\u8a13\u7df4\u6a21\u578b<\/p>\n                <p>\u4f7f\u5176\u5b78\u7fd2\u901a\u7528\u7684\u7279\u5fb5\u6216\u77e5\u8b58<\/p>\n                <p>\u662f\u9077\u79fb\u5b78\u7fd2\u7684\u57fa\u790e<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Precision<\/h3>\n            <p>Precision<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7cbe\u78ba\u7387<\/p>\n                <p>\u5206\u985e\u6a21\u578b\u8a55\u4f30\u6307\u6a19<\/p>\n                <p>\u5728\u6240\u6709\u88ab\u9810\u6e2c\u70ba\u6b63\u985e\u7684\u6a23\u672c\u4e2d<\/p>\n                <p>\u771f\u6b63\u70ba\u6b63\u985e\u7684\u6bd4\u4f8b<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>PyTorch<\/h3>\n            <p>PyTorch<\/p>\n            <div class=\"chinese-explanation\">\n                <p>PyTorch<\/p>\n                <p>\u4e00\u500b\u958b\u6e90\u7684\u6a5f\u5668\u5b78\u7fd2\u6846\u67b6<\/p>\n                <p>\u5e38\u7528\u65bc\u6df1\u5ea6\u5b78\u7fd2\u7814\u7a76\u548c\u958b\u767c<\/p>\n                <p>\u4ee5\u9748\u6d3b\u6027\u548c\u6613\u7528\u6027\u8457\u7a31<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>RL<\/h3>\n            <p>Reinforcement Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5f37\u5316\u5b78\u7fd2<\/p>\n                <p>AI\u901a\u904e\u8207\u74b0\u5883\u4e92\u52d5\u5b78\u7fd2<\/p>\n                <p>\u6839\u64da\u734e\u52f5\u6216\u61f2\u7f70\u8abf\u6574\u884c\u70ba<\/p>\n                <p>\u61c9\u7528\u65bc\u904a\u6232\u3001\u6a5f\u5668\u4eba\u63a7\u5236<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item md:col-span-2\">\n            <h3>RLHF<\/h3>\n            <p>Reinforcement Learning from Human Feedback<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u57fa\u65bc\u4eba\u985e\u56de\u994b\u7684\u5f37\u5316\u5b78\u7fd2<\/p>\n                <p>\u4e00\u7a2e\u8a13\u7df4AI\u6a21\u578b\uff08\u7279\u5225\u662fLLM\uff09\u7684\u65b9\u6cd5<\/p>\n                <p>\u5229\u7528\u4eba\u985e\u5c0d\u6a21\u578b\u8f38\u51fa\u7684\u504f\u597d<\/p>\n                <p>\u4f7f\u6a21\u578b\u884c\u70ba\u66f4\u7b26\u5408\u4eba\u985e\u671f\u671b<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>RNN<\/h3>\n            <p>Recurrent Neural Network<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5faa\u74b0\u795e\u7d93\u7db2\u7d61<\/p>\n                <p>\u4e00\u7a2e\u8655\u7406\u5e8f\u5217\u6578\u64da\u7684\u795e\u7d93\u7db2\u7d61<\/p>\n                <p>\u5177\u6709\u8a18\u61b6\u80fd\u529b\uff0c\u80fd\u8003\u616e\u6b77\u53f2\u4fe1\u606f<\/p>\n                <p>\u61c9\u7528\u65bc\u6587\u672c\u3001\u8a9e\u97f3\u8655\u7406<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>ReLU<\/h3>\n            <p>Rectified Linear Unit<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u4fee\u6b63\u7dda\u6027\u55ae\u5143<\/p>\n                <p>\u4e00\u7a2e\u5e38\u7528\u7684\u6fc0\u6d3b\u51fd\u6578<\/p>\n                <p>\u8f38\u51fa\u70ba\u8f38\u5165\u548c\u96f6\u7684\u6700\u5927\u503c<\/p>\n                <p>\u7c21\u55ae\u9ad8\u6548\uff0c\u89e3\u6c7a\u68af\u5ea6\u6d88\u5931\u554f\u984c<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Regression<\/h3>\n            <p>Regression<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u56de\u6b78<\/p>\n                <p>\u4e00\u7a2e\u76e3\u7763\u5b78\u7fd2\u4efb\u52d9<\/p>\n                <p>\u9810\u6e2c\u9023\u7e8c\u6578\u503c\u8f38\u51fa<\/p>\n                <p>\u4f8b\u5982\u623f\u50f9\u9810\u6e2c<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Regularization<\/h3>\n            <p>Regularization<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6b63\u5247\u5316<\/p>\n                <p>\u9632\u6b62\u6a21\u578b\u904e\u64ec\u5408\u7684\u6280\u8853<\/p>\n                <p>\u901a\u904e\u6dfb\u52a0\u61f2\u7f70\u9805\u9650\u5236\u6a21\u578b\u8907\u96dc\u5ea6<\/p>\n                <p>\u5982L1, L2\u6b63\u5247\u5316<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Recall<\/h3>\n            <p>Recall<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u53ec\u56de\u7387<\/p>\n                <p>\u5206\u985e\u6a21\u578b\u8a55\u4f30\u6307\u6a19<\/p>\n                <p>\u5728\u6240\u6709\u771f\u6b63\u70ba\u6b63\u985e\u7684\u6a23\u672c\u4e2d<\/p>\n                <p>\u88ab\u6b63\u78ba\u9810\u6e2c\u70ba\u6b63\u985e\u7684\u6bd4\u4f8b<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>ROC Curve<\/h3>\n            <p>Receiver Operating Characteristic Curve<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u63a5\u6536\u8005\u64cd\u4f5c\u7279\u5fb5\u66f2\u7dda<\/p>\n                <p>\u8a55\u4f30\u4e8c\u5206\u985e\u6a21\u578b\u6027\u80fd\u7684\u5716\u5f62<\/p>\n                <p>\u986f\u793a\u771f\u967d\u6027\u7387\u8207\u5047\u967d\u6027\u7387\u7684\u95dc\u4fc2<\/p>\n                <p>AUC\u662fROC\u66f2\u7dda\u4e0b\u9762\u7a4d<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Robotics<\/h3>\n            <p>Robotics<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6a5f\u5668\u4eba\u5b78<\/p>\n                <p>\u8a2d\u8a08\u3001\u5efa\u9020\u3001\u64cd\u4f5c\u6a5f\u5668\u4eba\u7684\u5b78\u79d1<\/p>\n                <p>\u5e38\u8207AI\u7d50\u5408<\/p>\n                <p>\u4f7f\u6a5f\u5668\u4eba\u66f4\u667a\u80fd\u3001\u81ea\u4e3b<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>SGD<\/h3>\n            <p>Stochastic Gradient Descent<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u96a8\u6a5f\u68af\u5ea6\u4e0b\u964d<\/p>\n                <p>\u4e00\u7a2e\u512a\u5316\u7b97\u6cd5<\/p>\n                <p>\u6bcf\u6b21\u8fed\u4ee3\u4f7f\u7528\u4e00\u500b\u6a23\u672c\u8a08\u7b97\u68af\u5ea6<\/p>\n                <p>\u66f4\u65b0\u901f\u5ea6\u5feb\uff0c\u53ef\u80fd\u9707\u76ea<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>SVM<\/h3>\n            <p>Support Vector Machine<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u652f\u6301\u5411\u91cf\u6a5f<\/p>\n                <p>\u4e00\u7a2e\u76e3\u7763\u5b78\u7fd2\u7b97\u6cd5<\/p>\n                <p>\u7528\u65bc\u5206\u985e\u548c\u56de\u6b78<\/p>\n                <p>\u5c0b\u627e\u6700\u512a\u8d85\u5e73\u9762\u5206\u5272\u6578\u64da<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Sigmoid<\/h3>\n            <p>Sigmoid<\/p>\n            <div class=\"chinese-explanation\">\n                <p>Sigmoid\u51fd\u6578<\/p>\n                <p>\u4e00\u7a2e\u5e38\u7528\u7684\u6fc0\u6d3b\u51fd\u6578<\/p>\n                <p>\u5c07\u8f38\u5165\u6620\u5c04\u5230(0, 1)\u5340\u9593<\/p>\n                <p>\u5e38\u7528\u65bc\u4e8c\u5206\u985e\u8f38\u51fa\u5c64<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Softmax<\/h3>\n            <p>Softmax<\/p>\n            <div class=\"chinese-explanation\">\n                <p>Softmax\u51fd\u6578<\/p>\n                <p>\u4e00\u7a2e\u5e38\u7528\u7684\u6fc0\u6d3b\u51fd\u6578<\/p>\n                <p>\u5c07\u591a\u500b\u8f38\u5165\u8f49\u63db\u70ba\u6982\u7387\u5206\u5e03<\/p>\n                <p>\u5e38\u7528\u65bc\u591a\u5206\u985e\u8f38\u51fa\u5c64<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Supervised Learning<\/h3>\n            <p>Supervised Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u76e3\u7763\u5b78\u7fd2<\/p>\n                <p>\u4f7f\u7528\u5e36\u6a19\u7c64\u7684\u6578\u64da\u9032\u884c\u8a13\u7df4<\/p>\n                <p>\u5b78\u7fd2\u8f38\u5165\u8207\u8f38\u51fa\u4e4b\u9593\u7684\u6620\u5c04\u95dc\u4fc2<\/p>\n                <p>\u5982\u5206\u985e\u3001\u56de\u6b78<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Unsupervised Learning<\/h3>\n            <p>Unsupervised Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7121\u76e3\u7763\u5b78\u7fd2<\/p>\n                <p>\u4f7f\u7528\u4e0d\u5e36\u6a19\u7c64\u7684\u6578\u64da\u9032\u884c\u8a13\u7df4<\/p>\n                <p>\u767c\u73fe\u6578\u64da\u4e2d\u7684\u96b1\u85cf\u6a21\u5f0f\u6216\u7d50\u69cb<\/p>\n                <p>\u5982\u805a\u985e\u3001\u964d\u7dad<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Semi-supervised Learning<\/h3>\n            <p>Semi-supervised Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u534a\u76e3\u7763\u5b78\u7fd2<\/p>\n                <p>\u7d50\u5408\u5c11\u91cf\u5e36\u6a19\u7c64\u6578\u64da\u548c\u5927\u91cf\u7121\u6a19\u7c64\u6578\u64da<\/p>\n                <p>\u9032\u884c\u6a21\u578b\u8a13\u7df4<\/p>\n                <p>\u5728\u6a19\u7c64\u6578\u64da\u7a00\u7f3a\u6642\u6709\u7528<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Sequential Model<\/h3>\n            <p>Sequential Model<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5e8f\u5217\u6a21\u578b<\/p>\n                <p>\u8655\u7406\u5177\u6709\u9806\u5e8f\u95dc\u4fc2\u6578\u64da\u7684\u6a21\u578b<\/p>\n                <p>\u5982\u6587\u672c\u3001\u6642\u9593\u5e8f\u5217<\/p>\n                <p>RNN, Transformer\u662f\u5e38\u898b\u5e8f\u5217\u6a21\u578b<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>SDK<\/h3>\n            <p>Software Development Kit<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u8edf\u9ad4\u958b\u767c\u5de5\u5177\u5305<\/p>\n                <p>\u5305\u542b\u958b\u767c\u8edf\u9ad4\u6240\u9700\u7684\u5de5\u5177\u548c\u5eab<\/p>\n                <p>AI\u6846\u67b6\u5e38\u4ee5SDK\u5f62\u5f0f\u63d0\u4f9b<\/p>\n                <p>\u65b9\u4fbf\u958b\u767c\u8005\u4f7f\u7528<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Scikit-learn<\/h3>\n            <p>Scikit-learn<\/p>\n            <div class=\"chinese-explanation\">\n                <p>Scikit-learn<\/p>\n                <p>\u4e00\u500b\u6d41\u884c\u7684Python\u6a5f\u5668\u5b78\u7fd2\u5eab<\/p>\n                <p>\u63d0\u4f9b\u4e86\u8c50\u5bcc\u7684\u7b97\u6cd5\u548c\u5de5\u5177<\/p>\n                <p>\u9069\u7528\u65bc\u50b3\u7d71\u6a5f\u5668\u5b78\u7fd2\u4efb\u52d9<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Synthetic Data<\/h3>\n            <p>Synthetic Data<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5408\u6210\u6578\u64da<\/p>\n                <p>\u901a\u904e\u7b97\u6cd5\u6216\u6a21\u64ec\u751f\u6210\u7684\u6578\u64da<\/p>\n                <p>\u7528\u65bc\u88dc\u5145\u771f\u5be6\u6578\u64da\u4e0d\u8db3<\/p>\n                <p>\u6216\u4fdd\u8b77\u96b1\u79c1<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>Transformer<\/h3>\n            <p>Transformer (Architecture)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>Transformer (\u67b6\u69cb)<\/p>\n                <p>\u4e00\u7a2e\u795e\u7d93\u7db2\u7d61\u67b6\u69cb<\/p>\n                <p>\u57fa\u65bc\u6ce8\u610f\u529b\u6a5f\u5236<\/p>\n                <p>\u5728NLP\u9818\u57df\u53d6\u5f97\u5de8\u5927\u6210\u529f<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Transfer Learning<\/h3>\n            <p>Transfer Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u9077\u79fb\u5b78\u7fd2<\/p>\n                <p>\u5c07\u5728\u4e00\u500b\u4efb\u52d9\u4e0a\u8a13\u7df4\u597d\u7684\u6a21\u578b<\/p>\n                <p>\u61c9\u7528\u5230\u53e6\u4e00\u500b\u76f8\u95dc\u4efb\u52d9<\/p>\n                <p>\u7bc0\u7701\u8a13\u7df4\u6642\u9593\u548c\u6578\u64da<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>TensorFlow<\/h3>\n            <p>TensorFlow<\/p>\n            <div class=\"chinese-explanation\">\n                <p>TensorFlow<\/p>\n                <p>Google\u958b\u767c\u7684\u958b\u6e90\u6a5f\u5668\u5b78\u7fd2\u6846\u67b6<\/p>\n                <p>\u5ee3\u6cdb\u61c9\u7528\u65bc\u6df1\u5ea6\u5b78\u7fd2<\/p>\n                <p>\u652f\u6301\u591a\u7a2e\u5e73\u53f0\u548c\u8a9e\u8a00<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>TPU<\/h3>\n            <p>Tensor Processing Unit<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5f35\u91cf\u8655\u7406\u5668<\/p>\n                <p>Google\u5c08\u70ba\u6a5f\u5668\u5b78\u7fd2\u8a2d\u8a08\u7684\u786c\u9ad4<\/p>\n                <p>\u52a0\u901fTensorFlow\u7b49\u6846\u67b6\u7684\u8a08\u7b97<\/p>\n                <p>\u63d0\u9ad8\u8a13\u7df4\u548c\u63a8\u7406\u6548\u7387<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Training Data<\/h3>\n            <p>Training Data<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u8a13\u7df4\u6578\u64da<\/p>\n                <p>\u7528\u65bc\u8a13\u7df4AI\u6a21\u578b\u7684\u6578\u64da\u96c6<\/p>\n                <p>\u6a21\u578b\u5f9e\u4e2d\u5b78\u7fd2\u6a21\u5f0f\u548c\u53c3\u6578<\/p>\n                <p>\u6578\u64da\u8cea\u91cf\u76f4\u63a5\u5f71\u97ff\u6a21\u578b\u6027\u80fd<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Test Data<\/h3>\n            <p>Test Data<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6e2c\u8a66\u6578\u64da<\/p>\n                <p>\u7528\u65bc\u6700\u7d42\u8a55\u4f30\u6a21\u578b\u6027\u80fd\u7684\u6578\u64da\u96c6<\/p>\n                <p>\u6a21\u578b\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\u672a\u898b\u904e<\/p>\n                <p>\u53cd\u6620\u6a21\u578b\u5728\u65b0\u6578\u64da\u4e0a\u7684\u6cdb\u5316\u80fd\u529b<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Time Series<\/h3>\n            <p>Time Series<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6642\u9593\u5e8f\u5217<\/p>\n                <p>\u6309\u6642\u9593\u9806\u5e8f\u6392\u5217\u7684\u6578\u64da\u9ede<\/p>\n                <p>\u5982\u80a1\u7968\u50f9\u683c\u3001\u6c23\u6eab<\/p>\n                <p>AI\u5e38\u7528\u65bc\u6642\u9593\u5e8f\u5217\u5206\u6790\u548c\u9810\u6e2c<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Tone.js<\/h3>\n            <p>Tone.js<\/p>\n            <div class=\"chinese-explanation\">\n                <p>Tone.js<\/p>\n                <p>\u4e00\u500bJavaScript\u97f3\u983b\u6846\u67b6<\/p>\n                <p>\u7528\u65bc\u5728\u7db2\u9801\u4e0a\u5275\u5efa\u8072\u97f3<\/p>\n                <p>AI\u61c9\u7528\u53ef\u80fd\u4f7f\u7528\u5b83\u751f\u6210\u97f3\u6548<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Three.js<\/h3>\n            <p>Three.js<\/p>\n            <div class=\"chinese-explanation\">\n                <p>Three.js<\/p>\n                <p>\u4e00\u500bJavaScript 3D\u5eab<\/p>\n                <p>\u7528\u65bc\u5728\u7db2\u9801\u4e0a\u5275\u5efa3D\u5716\u5f62<\/p>\n                <p>AI\u6a21\u64ec\u6216\u53ef\u8996\u5316\u53ef\u80fd\u7528\u5230<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>Underfitting<\/h3>\n            <p>Underfitting<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u6b20\u64ec\u5408<\/p>\n                <p>\u6a21\u578b\u5728\u8a13\u7df4\u6578\u64da\u548c\u65b0\u6578\u64da\u4e0a<\/p>\n                <p>\u8868\u73fe\u90fd\u6bd4\u8f03\u5dee<\/p>\n                <p>\u6a21\u578b\u904e\u65bc\u7c21\u55ae\uff0c\u672a\u80fd\u5b78\u7fd2\u5230\u6578\u64da\u6a21\u5f0f<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Unsupervised Learning<\/h3>\n            <p>Unsupervised Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7121\u76e3\u7763\u5b78\u7fd2<\/p>\n                <p>\u4f7f\u7528\u4e0d\u5e36\u6a19\u7c64\u7684\u6578\u64da\u9032\u884c\u8a13\u7df4<\/p>\n                <p>\u767c\u73fe\u6578\u64da\u4e2d\u7684\u96b1\u85cf\u6a21\u5f0f\u6216\u7d50\u69cb<\/p>\n                <p>\u5982\u805a\u985e\u3001\u964d\u7dad<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>Variance<\/h3>\n            <p>Variance (in ML)<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u65b9\u5dee (\u6a5f\u5668\u5b78\u7fd2\u4e2d)<\/p>\n                <p>\u6a21\u578b\u5c0d\u8a13\u7df4\u6578\u64da\u5fae\u5c0f\u8b8a\u5316\u7684\u654f\u611f\u5ea6<\/p>\n                <p>\u9ad8\u65b9\u5dee\u8868\u793a\u6a21\u578b\u904e\u65bc\u8907\u96dc<\/p>\n                <p>\u5bb9\u6613\u904e\u64ec\u5408<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Vector Space<\/h3>\n            <p>Vector Space<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u5411\u91cf\u7a7a\u9593<\/p>\n                <p>\u6578\u64da\u9ede\u4ee5\u5411\u91cf\u5f62\u5f0f\u8868\u793a\u7684\u7a7a\u9593<\/p>\n                <p>\u76f8\u4f3c\u7684\u6578\u64da\u9ede\u5728\u7a7a\u9593\u4e2d\u8ddd\u96e2\u8f03\u8fd1<\/p>\n                <p>\u5e38\u7528\u65bc\u6587\u672c\u548c\u5716\u50cf\u8868\u793a<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Validation Data<\/h3>\n            <p>Validation Data<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u9a57\u8b49\u6578\u64da<\/p>\n                <p>\u7528\u65bc\u5728\u8a13\u7df4\u904e\u7a0b\u4e2d\u8a55\u4f30\u6a21\u578b\u6027\u80fd<\/p>\n                <p>\u8abf\u6574\u8d85\u53c3\u6578\u548c\u9032\u884c\u6a21\u578b\u9078\u64c7<\/p>\n                <p>\u5e6b\u52a9\u907f\u514d\u904e\u64ec\u5408<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>XAI<\/h3>\n            <p>Explainable AI<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u53ef\u89e3\u91cb\u4eba\u5de5\u667a\u6167 (XAI)<\/p>\n                <p>\u65e8\u5728\u8b93\u4eba\u5011\u7406\u89e3AI\u6a21\u578b<\/p>\n                <p>\u5982\u4f55\u505a\u51fa\u6c7a\u7b56<\/p>\n                <p>\u63d0\u9ad8AI\u7684\u900f\u660e\u5ea6\u548c\u4fe1\u4efb\u5ea6<\/p>\n            <\/div>\n        <\/div>\n\n        <div class=\"grid-item\">\n            <h3>Zustand<\/h3>\n            <p>Zustand<\/p>\n            <div class=\"chinese-explanation\">\n                <p>Zustand<\/p>\n                <p>\u4e00\u500b\u7528\u65bcReact\u7684\u72c0\u614b\u7ba1\u7406\u5eab<\/p>\n                <p>\u7c21\u6f54\u8f15\u91cf<\/p>\n                <p>AI\u76f8\u95dc\u7684React\u61c9\u7528\u53ef\u80fd\u4f7f\u7528<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>Zero-shot Learning<\/h3>\n            <p>Zero-shot Learning<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u96f6\u6a23\u672c\u5b78\u7fd2<\/p>\n                <p>\u6a21\u578b\u80fd\u5920\u8b58\u5225\u6216\u751f\u6210<\/p>\n                <p>\u5728\u8a13\u7df4\u4e2d\u5f9e\u672a\u898b\u904e\u7684\u985e\u5225<\/p>\n                <p>\u57fa\u65bc\u5c0d\u985e\u5225\u63cf\u8ff0\u7684\u7406\u89e3<\/p>\n            <\/div>\n        <\/div>\n         <div class=\"grid-item\">\n            <h3>AZR<\/h3>\n            <p>Absolute Zero Reasoner<\/p>\n            <div class=\"chinese-explanation\">\n                <p>\u7d55\u5c0d\u96f6\u5ea6\u63a8\u7406\u5668<\/p>\n                <p>\u4e00\u500b\u5047\u8a2d\u6027\u7684AI\u63a8\u7406\u7cfb\u7d71<\/p>\n                <p>\u80fd\u5920\u5f9e\u6700\u57fa\u672c\u539f\u7406\u51fa\u767c<\/p>\n                <p>\u9032\u884c\u908f\u8f2f\u63a8\u7406\u548c\u554f\u984c\u89e3\u6c7a<\/p>\n            <\/div>\n        <\/div>\n\n    <\/main>\n\n\n","protected":false},"excerpt":{"rendered":"<p>AI \u5e38\u7528\u8a9e\u4e2d\u82f1\u5c0d\u7167 AI Artificial Intelligence \u4eba\u5de5\u667a\u6167 \u6a21\u64ec\u4eba\u985e\u667a\u80fd\u7684\u6280\u8853 \u8b93\u6a5f\u5668\u80fd\u5920\u5b78\u7fd2\u3001\u63a8\u7406 \u89e3\u6c7a\u554f\u984c\u548c\u611f\u77e5\u74b0\u5883 AGI Artificial General Intelligence \u901a\u7528\u4eba\u5de5\u667a\u6167 \u5177\u5099\u50cf\u4eba\u985e\u4e00\u6a23\u7684\u5ee3\u6cdb\u667a\u80fd \u80fd\u5728\u591a\u500b\u9818\u57df\u57f7\u884c\u4efb\u52d9 \u800c\u975e\u50c5\u9650\u65bc\u7279\u5b9a\u9818\u57df ANI Artificial Narrow Intelligence \u72f9\u7fa9\u4eba\u5de5\u667a\u6167 \u5c08\u6ce8\u65bc\u57f7\u884c\u7279\u5b9a\u4efb\u52d9\u7684AI \u4f8b\u5982\u8a9e\u97f3\u52a9\u7406\u3001\u5716\u50cf\u8b58\u5225 \u662f\u76ee\u524d\u4e3b\u6d41\u7684AI\u5f62\u5f0f ASI Artificial Super Intelligence \u8d85\u7d1a\u4eba\u5de5\u667a\u6167 \u667a\u80fd\u9060\u8d85\u6700\u8070\u660e\u4eba\u985e\u7684AI \u80fd\u5728\u79d1\u5b78\u3001\u5275\u610f\u7b49\u9818\u57df\u8d85\u8d8a\u4eba\u985e \u76ee\u524d\u4ecd\u662f\u7406\u8ad6\u6982\u5ff5 AUC Area Under the Curve \u66f2\u7dda\u4e0b\u9762\u7a4d \u8a55\u4f30\u5206\u985e\u6a21\u578b\u6027\u80fd\u7684\u6307\u6a19 \u8861\u91cf\u6a21\u578b\u5340\u5206\u6b63\u8ca0\u985e\u7684\u80fd\u529b \u503c\u8d8a\u63a5\u8fd11\u8868\u793a\u6027\u80fd\u8d8a\u597d Adam Adaptive Moment Estimation \u81ea\u9069\u61c9\u77e9\u4f30\u8a08 \u4e00\u7a2e\u5e38\u7528\u7684\u512a\u5316\u7b97\u6cd5 \u7528\u65bc\u8a13\u7df4\u795e\u7d93\u7db2\u7d61 \u80fd\u9ad8\u6548\u8abf\u6574\u5b78\u7fd2\u7387 API Application Programming Interface \u61c9\u7528\u7a0b\u5f0f\u4ecb\u9762 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"class_list":["post-5667","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/5667","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=5667"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/pages\/5667\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=5667"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}