{"id":73565,"date":"2026-02-07T22:57:21","date_gmt":"2026-02-07T14:57:21","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/73565.html"},"modified":"2026-02-07T22:57:21","modified_gmt":"2026-02-07T14:57:21","slug":"%e3%80%90%e5%9b%9e%e7%9c%b8%e3%80%91ai%e6%96%b0%e9%b2%9c%e4%ba%8b%ef%bc%88%e4%ba%8c%ef%bc%89%e4%bd%bf%e7%94%a8copilot%e5%88%b6%e5%ae%9a%e4%b8%80%e4%b8%aa60%e5%a4%a9%e7%9a%84%e7%b3%bb%e7%bb%9f%e5%ad%a6","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/73565.html","title":{"rendered":"\u3010\u56de\u7738\u3011AI\u65b0\u9c9c\u4e8b\uff08\u4e8c\uff09\u4f7f\u7528Copilot\u5236\u5b9a\u4e00\u4e2a60\u5929\u7684\u7cfb\u7edf\u5b66\u4e60AI\u8ba1\u5212\u7ec6\u5316\u843d\u5b9e\u5230\u6bcf\u5929\u5e76\u5bfc\u5165Outlook\u65e5\u7a0b\uff1f"},"content":{"rendered":"<h2>\u524d\u8a00<\/h2>\n<p>\u4eca\u65e9\u5237\u5230\u4e00\u4f4d\u8001\u5e08\u7684\u89c6\u9891\u53f7\u89c6\u9891&#xff0c;\u9a6c\u4e0a\u5f00\u59cb\u5b9e\u8df5\u8d77\u6765&#xff0c;\u7b2c\u4e00\u4e2a\u76ee\u6807\u662f\u7cfb\u7edf\u5b66\u4e60AI\u4f7f\u7528&#xff0c;\u91cd\u5b9e\u7528\u6280\u80fd&#xff0c;\u8f7b\u7406\u8bba\u77e5\u8bc6\u3002\u987a\u4fbf\u4f7f\u7528AI\u6307\u5b9a\u4e00\u4e2a\u5c0f\u8ba1\u5212&#xff0c;\u5e2e\u6211\u8fd9\u4e2aP\u4eba\u5b8c\u6210\u4e00\u4e2a\u5177\u4f53\u8be6\u7ec6\u7684\u8ba1\u5212\u5427&#xff01;\u4e0b\u9762\u6211\u5c06\u544a\u8bc9\u4f60&#xff0c;\u6211\u662f\u5982\u4f55\u7ed9AI\u63d0\u793a\u8bcd&#xff0c;\u9010\u6b65\u751f\u6210\u4e00\u4e2a\u53ef\u4ee5\u5bfc\u5165Outlook\u65e5\u7a0b\u7684\u6587\u4ef6\u3002<\/p>\n<h2>\u4e00\u3001\u51c6\u5907\u4e00\u4e2a\u5e76\u4e0d\u5b8c\u7f8e\u7684\u63d0\u793a\u8bcd<\/h2>\n<p>\u4e0d\u9700\u8981\u8003\u8651\u5230\u4e00\u6b21\u6027\u80fd\u8ba9AI\u56de\u7b54\u51fa\u6700\u7b26\u5408\u5fc3\u610f\u7684\u7b54\u6848&#xff0c;\u56e0\u4e3a\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u591a\u8f6e\u5bf9\u8bdd\u8ba9AI\u81ea\u7136\u56de\u7b54\u51fa\u6211\u4eec\u60f3\u8981\u7684\u7b54\u6848&#xff0c;\u6240\u4ee5\u53ef\u4ee5\u76f4\u63a5\u7ed9\u51fa\u4f60\u5fc3\u91cc\u60f3\u7684\u95ee\u9898\u3002<\/p>\n<p>\u6bd4\u5982&#xff0c;\u6211\u63d0\u7684\u95ee\u9898\u662f&#xff1a;<\/p>\n<h2>\u95ee\u9898&#xff08;\u6700\u521d\u7248&#xff09;<\/h2>\n<p>\u4f60\u662f\u4e00\u4e2a\u8d85\u7ea7AI\u4e13\u5bb6\u8bb2\u5e08&#xff0c;\u7ed9\u6211\u5236\u5b9a\u4e00\u4e2a\u7cfb\u7edf\u5b66\u4e60AI\u7684\u6b65\u9aa4\u6d41\u7a0b<\/p>\n<h2>Copilot\u662f\u8fd9\u6837\u56de\u7b54\u7684<\/h2>\n<p>\u4e0b\u9762\u6211\u4f1a\u4ee5\u201c\u8d85\u7ea7AI\u4e13\u5bb6\u8bb2\u5e08\u201d\u7684\u89c6\u89d2&#xff0c;\u4e3a\u4f60\u8bbe\u8ba1\u4e00\u5957 \u4ece\u96f6\u5230\u7cbe\u901a\u7684\u7cfb\u7edf\u5316 AI \u5b66\u4e60\u8def\u7ebf\u56fe\u3002\u8fd9\u5957\u8def\u7ebf\u7279\u522b\u9002\u5408\u4f60\u4f5c\u4e3a Autonomous Linux\/QNX BSP \u8f6f\u4ef6\u5de5\u7a0b\u5e08 \u7684\u80cc\u666f&#xff0c;\u4f1a\u5f3a\u8c03\u5b9e\u6218\u3001\u5de5\u7a0b\u80fd\u529b\u548c\u53ef\u843d\u5730\u7684 AI \u5e94\u7528\u3002<\/p>\n<hr \/>\n<h2>&#x1f680; AI \u7cfb\u7edf\u5b66\u4e60\u5b8c\u6574\u8def\u7ebf&#xff08;\u4ece\u96f6\u5230\u884c\u4e1a\u7ea7\u5e94\u7528&#xff09;<\/h2>\n<h3>&#x1f3af; \u9636\u6bb5 0&#xff1a;\u660e\u786e\u76ee\u6807&#xff08;1 \u5929&#xff09;<\/h3>\n<p>\u5148\u4e3a\u81ea\u5df1\u5b9a\u4e00\u4e2a\u65b9\u5411&#xff0c;\u8fd9\u5c06\u5f71\u54cd\u4f60\u540e\u9762\u7684\u5b66\u4e60\u5185\u5bb9\u3002<\/p>\n<p>AI \u6280\u672f\u65b9\u5411\u5e38\u89c1\u5206\u7c7b&#xff1a;<\/p>\n<ul>\n<li>LLM &amp; NLP&#xff08;\u5927\u6a21\u578b\u5e94\u7528\u3001RAG\u3001Agent\u3001Prompt Engineering&#xff09;<\/li>\n<li>\u673a\u5668\u5b66\u4e60 ML&#xff08;\u9884\u6d4b\u3001\u5206\u7c7b\u3001\u56de\u5f52\u4f53\u7cfb&#xff09;<\/li>\n<li>\u6df1\u5ea6\u5b66\u4e60 DL&#xff08;CNN\u3001Transformer\u3001\u5f3a\u5316\u5b66\u4e60\u7b49&#xff09;<\/li>\n<li>AI \u5de5\u7a0b \/ MLOps&#xff08;\u6a21\u578b\u90e8\u7f72\u3001\u63a8\u7406\u4f18\u5316\u3001\u6570\u636e\u6d41\u6c34\u7ebf&#xff09;<\/li>\n<li>Edge AI&#xff08;\u4e0e\u4f60\u5f53\u524d\u5d4c\u5165\u5f0f\u80cc\u666f\u8d85\u9002\u914d&#xff09;\n<ul>\n<li>\u6a21\u578b\u5728 ARM\u3001DSP\u3001NPU \u4e0a\u90e8\u7f72<\/li>\n<li>ONNX Runtime\u3001TensorRT\u3001QNN\u3001OpenVINO \u7b49\u52a0\u901f<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>\u7ed3\u5408\u4f60\u80cc\u666f&#xff0c;\u6211\u5efa\u8bae\u4f60\u7684\u4e3b\u7ebf\u65b9\u5411\u4e3aLLM &#043; Edge AI &#043; AI \u5de5\u7a0b\u5316\u3002<\/p>\n<hr \/>\n<h2>&#x1f9f1; \u9636\u6bb5 1&#xff1a;AI \u6570\u5b66\u4e0e\u7f16\u7a0b\u57fa\u7840&#xff08;1\u20132 \u5468&#xff09;<\/h2>\n<p>\u5982\u679c\u4f60\u5df2\u6709\u7ecf\u9a8c&#xff0c;\u53ef\u8df3\u8fc7\u90e8\u5206\u5185\u5bb9\u3002<\/p>\n<h4>\u6838\u5fc3\u6280\u80fd<\/h4>\n<ul>\n<li>\u7ebf\u6027\u4ee3\u6570&#xff1a;\u5411\u91cf\u3001\u77e9\u9635\u3001\u7279\u5f81\u503c<\/li>\n<li>\u6982\u7387\u7edf\u8ba1&#xff1a;\u5206\u5e03\u3001\u671f\u671b\u3001\u65b9\u5dee\u3001\u8d1d\u53f6\u65af<\/li>\n<li>\u5fae\u79ef\u5206&#xff1a;\u504f\u5bfc\u3001\u68af\u5ea6<\/li>\n<li>Python \u57fa\u7840&#xff1a;NumPy \/ Pandas \/ Matplotlib<\/li>\n<\/ul>\n<h4>\u7ec3\u4e60<\/h4>\n<ul>\n<li>\u81ea\u5df1\u7528 NumPy \u5b9e\u73b0\u4e00\u5c42\u795e\u7ecf\u7f51\u7edc<\/li>\n<li>\u7528 matplotlib \u53ef\u89c6\u5316 Softmax\u3001ReLU<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f4d8; \u9636\u6bb5 2&#xff1a;\u7ecf\u5178\u673a\u5668\u5b66\u4e60&#xff08;2 \u5468&#xff09;<\/h2>\n<p>\u7406\u89e3 ML \u662f\u638c\u63e1 AI \u7684\u201c\u5730\u57fa\u201d\u3002<\/p>\n<h4>\u5b66\u4e60\u91cd\u70b9<\/h4>\n<ul>\n<li>\u5e38\u89c1\u6a21\u578b&#xff1a;\u7ebf\u6027\u56de\u5f52\u3001\u903b\u8f91\u56de\u5f52\u3001SVM\u3001\u51b3\u7b56\u6811\u3001XGBoost<\/li>\n<li>\u6570\u636e\u5904\u7406&#xff1a;\u7279\u5f81\u5de5\u7a0b\u3001\u5f52\u4e00\u5316\u3001\u964d\u7ef4 PCA<\/li>\n<li>\u8bad\u7ec3\u6280\u5de7&#xff1a;\u4ea4\u53c9\u9a8c\u8bc1\u3001\u8fc7\u62df\u5408\u3001\u8c03\u53c2<\/li>\n<\/ul>\n<h4>\u5b9e\u6218 Demo<\/h4>\n<ul>\n<li>Kaggle Titanic \u751f\u5b58\u9884\u6d4b<\/li>\n<li>\u5229\u7528 XGBoost \u505a\u4e00\u4e2a\u5206\u7c7b\u5668<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f916; \u9636\u6bb5 3&#xff1a;\u6df1\u5ea6\u5b66\u4e60&#xff08;DL&#xff09;\u6838\u5fc3&#xff08;3-4 \u5468&#xff09;<\/h2>\n<p>\u8fd9\u662f\u8fdb\u5165\u73b0\u4ee3 AI \u7684\u5173\u952e\u9636\u6bb5\u3002<\/p>\n<h4>\u5b66\u4e60\u91cd\u70b9<\/h4>\n<ul>\n<li>\u591a\u5c42\u611f\u77e5\u673a&#xff08;MLP&#xff09;<\/li>\n<li>CNN&#xff08;\u56fe\u50cf\u4efb\u52a1&#xff09;<\/li>\n<li>RNN \/ LSTM&#xff08;\u65f6\u95f4\u5e8f\u5217&#xff09;<\/li>\n<li>Transformer&#xff08;\u5927\u6a21\u578b\u7684\u57fa\u77f3&#xff09;<\/li>\n<li>\u635f\u5931\u51fd\u6570\u3001\u4f18\u5316\u5668\u3001\u68af\u5ea6\u4e0b\u964d<\/li>\n<\/ul>\n<h4>\u6846\u67b6<\/h4>\n<ul>\n<li>PyTorch&#xff08;\u5f3a\u70c8\u63a8\u8350&#xff09;<\/li>\n<li>TensorFlow \u5982\u6709\u5174\u8da3\u53ef\u8865\u5145<\/li>\n<\/ul>\n<h4>\u5b9e\u6218<\/h4>\n<ul>\n<li>\u624b\u5199\u6570\u5b57\u8bc6\u522b&#xff08;MNIST&#xff09;<\/li>\n<li>\u7528 ResNet \u8fc1\u79fb\u5b66\u4e60\u56fe\u50cf\u5206\u7c7b<\/li>\n<li>\u7528 Transformer \u5b9e\u73b0\u6587\u672c\u5206\u7c7b<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f9be; \u9636\u6bb5 4&#xff1a;\u5927\u6a21\u578b&#xff08;LLM&#xff09;\u7cfb\u7edf\u5b66\u4e60&#xff08;4\u20136 \u5468&#xff09;<\/h2>\n<p>\u8fd9\u662f\u5f53\u4e0b\u6700\u70ed\u95e8\u3001\u6700\u6709\u4ef7\u503c\u7684\u6280\u80fd\u3002<\/p>\n<h4>\u4f60\u9700\u8981\u638c\u63e1&#xff1a;<\/h4>\n<h5>1) Prompt Engineering \u5b8c\u6574\u4f53\u7cfb<\/h5>\n<ul>\n<li>\u6307\u4ee4\u578b\u3001\u5206\u6b65\u9aa4 prompting<\/li>\n<li>\u7cfb\u7edf prompt \u7ed3\u6784\u5316<\/li>\n<li>Few-shot \/ Chain-of-thought<\/li>\n<\/ul>\n<h5>2) LLM \u6280\u672f\u4f53\u7cfb<\/h5>\n<ul>\n<li>Transformer \u539f\u7406<\/li>\n<li>Self-Attention<\/li>\n<li>Tokenization&#xff08;BPE\u3001SentencePiece&#xff09;<\/li>\n<li>\u5fae\u8c03\u65b9\u6cd5&#xff1a;LoRA\u3001QLoRA<\/li>\n<\/ul>\n<h5>3) RAG&#xff08;Retrieval-Augmented Generation&#xff09;<\/h5>\n<p>\u771f\u6b63\u80fd\u843d\u5730\u4f01\u4e1a\u7ea7\u5e94\u7528\u7684\u5173\u952e\u6280\u672f&#xff1a;<\/p>\n<ul>\n<li>\u5411\u91cf\u6570\u636e\u5e93&#xff08;Milvus\u3001FAISS\u3001PgVector&#xff09;<\/li>\n<li>\u5d4c\u5165\u6a21\u578b<\/li>\n<li>\u7d22\u5f15\u7ed3\u6784&#xff08;HNSW\u3001IVF&#xff09;<\/li>\n<li>\u6587\u672c\u5207\u7247\u7b56\u7565<\/li>\n<li>RAG \u67b6\u6784&#xff08;Basic RAG \u2192 Advanced RAG \u2192 Agentic RAG&#xff09;<\/li>\n<\/ul>\n<h5>4) Agent \u6846\u67b6<\/h5>\n<ul>\n<li>LangChain<\/li>\n<li>LlamaIndex<\/li>\n<li>Microsoft Autogen&#xff08;\u4f01\u4e1a\u7ea7&#xff09;<\/li>\n<\/ul>\n<h4>\u5b9e\u6218\u9879\u76ee&#xff08;\u5f3a\u70c8\u63a8\u8350&#xff09;<\/h4>\n<ul>\n<li>\u642d\u5efa\u81ea\u5df1\u7684 RAG \u77e5\u8bc6\u5e93&#xff08;\u4f60\u53ef\u4ee5\u7528\u516c\u53f8\u5185\u90e8\u6587\u6863\u505a Demo&#xff09;<\/li>\n<li>\u7528 QLoRA \u5fae\u8c03\u81ea\u5df1\u7684\u5c0f\u6a21\u578b&#xff08;\u5982 Llama3.2 1B&#xff09;<\/li>\n<li>\u6784\u5efa\u4e00\u4e2a\u80fd\u66ff\u4ee3\u5185\u90e8 FAQ \u7684 AI Agent<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f680; \u9636\u6bb5 5&#xff1a;AI \u5de5\u7a0b\u5316&#xff08;MLOps&#xff09;&#xff08;3\u20136 \u5468&#xff09;<\/h2>\n<p>\u7814\u7a76\u4eba\u5458\u5199\u201c\u6a21\u578b\u201d&#xff1b;\u5de5\u7a0b\u5e08\u201c\u628a\u6a21\u578b\u9001\u4e0a\u6218\u573a\u201d\u3002<\/p>\n<h4>\u4f60\u9700\u8981\u638c\u63e1&#xff1a;<\/h4>\n<ul>\n<li>\u6a21\u578b\u90e8\u7f72&#xff1a;ONNX\u3001TensorRT\u3001OpenVINO<\/li>\n<li>\u670d\u52a1\u6846\u67b6&#xff1a;FastAPI\u3001vLLM\u3001TGI<\/li>\n<li>\u63a8\u7406\u4f18\u5316&#xff1a;\u91cf\u5316&#xff08;INT8\u3001FP16\u3001GPTQ&#xff09;<\/li>\n<li>\u81ea\u52a8\u5316\u8bad\u7ec3 pipelines&#xff08;Airflow\u3001MLflow\u3001KubeFlow&#xff09;<\/li>\n<\/ul>\n<h4>\u5b9e\u6218<\/h4>\n<ul>\n<li>\u628a LLM \u7528 FastAPI &#043; vLLM \u90e8\u7f72\u6210 API<\/li>\n<li>\u5b9e\u73b0\u6587\u672c embedding \u670d\u52a1<\/li>\n<li>MLflow \u505a\u6a21\u578b\u7248\u672c\u7ba1\u7406<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f4df; \u9636\u6bb5 6&#xff1a;Edge AI&#xff08;\u4e0e\u60a8\u80cc\u666f\u8d85\u9002\u914d&#xff09;&#xff08;2\u20134 \u5468&#xff09;<\/h2>\n<p>\u4f60\u505a BSP&#043;\u5d4c\u5165\u5f0f\u7cfb\u7edf&#xff0c;\u8fd9\u5757\u4f60\u53ef\u76f4\u63a5\u5f53\u4e13\u5bb6\u3002<\/p>\n<h4>\u6280\u672f\u65b9\u5411<\/h4>\n<ul>\n<li>\u6a21\u578b\u5728 ARM Cortex-A\/Cortex-M \u90e8\u7f72<\/li>\n<li>QNN \/ SNPE \/ TensorRT \/ MNN<\/li>\n<li>DSP\/NPU \u52a0\u901f<\/li>\n<li>\u6a21\u578b\u526a\u679d\u3001\u84b8\u998f\u3001\u91cf\u5316<\/li>\n<li>\u5b9e\u65f6 OS&#xff08;Linux\/QNX&#xff09;\u4e0a\u7684\u6a21\u578b\u63a8\u7406\u6d41\u7a0b<\/li>\n<\/ul>\n<h4>\u5b9e\u6218 Demo<\/h4>\n<ul>\n<li>\u5c06 YOLOv8 \u91cf\u5316\u540e\u90e8\u7f72\u5230 Jetson \/ RK3588<\/li>\n<li>\u5728 QNX \u4e0a\u8fd0\u884c\u8f7b\u91cf\u7ea7\u6a21\u578b<\/li>\n<li>\u7f16\u5199 Edge \u4fa7 inference pipeline<\/li>\n<li>\u4e0e\u4f20\u611f\u5668\u548c\u5b9e\u65f6\u4efb\u52a1\u8c03\u5ea6\u7ed3\u5408<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f3c1; \u9636\u6bb5 7&#xff1a;\u6784\u5efa\u4f60\u7684 AI \u4f5c\u54c1\u96c6&#xff08;2\u20134 \u5468&#xff09;<\/h2>\n<p>\u6700\u7ec8\u76ee\u6807&#xff1a;\u628a AI \u80fd\u529b\u8f6c\u5316\u4e3a \u53ef\u4ee5\u5c55\u793a\u3001\u53ef\u590d\u7528\u3001\u53ef\u53d1\u5e03\u7684\u7cfb\u7edf\u7ea7\u6210\u679c\u3002<\/p>\n<p>\u4f5c\u54c1\u53ef\u4ee5\u5305\u542b&#xff1a;<\/p>\n<ul>\n<li>RAG \u4f01\u4e1a\u52a9\u624b<\/li>\n<li>\u7528\u5d4c\u5165\u5f0f\u8bbe\u5907\u505a\u5b9e\u65f6 AI \u5904\u7406&#xff08;\u56fe\u50cf\u3001\u8bed\u97f3\u3001\u4f20\u611f\u5668&#xff09;<\/li>\n<li>\u7f16\u6392\u591a\u4e2a AI Agent \u7684\u5de5\u4f5c\u6d41<\/li>\n<li>\u4e00\u4e2a\u5f00\u6e90\u7684 LoRA \u6a21\u578b<\/li>\n<li>\u4e00\u4e2a\u81ea\u52a8\u751f\u6210\u62a5\u544a\u7684 AI \u5de5\u5177<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f4c5; \u603b\u4f53\u65f6\u95f4\u7ebf\u5efa\u8bae<\/h2>\n<table>\n<tbody>\n<tr>\u9636\u6bb5\u65f6\u95f4<\/tr>\n<tr>\n<td>\u57fa\u7840\u6570\u5b66 &amp; Python<\/td>\n<td>1\u20132 \u5468<\/td>\n<\/tr>\n<tr>\n<td>\u673a\u5668\u5b66\u4e60<\/td>\n<td>2 \u5468<\/td>\n<\/tr>\n<tr>\n<td>\u6df1\u5ea6\u5b66\u4e60<\/td>\n<td>3\u20134 \u5468<\/td>\n<\/tr>\n<tr>\n<td>LLM &amp; RAG &amp; Agent<\/td>\n<td>4\u20136 \u5468<\/td>\n<\/tr>\n<tr>\n<td>AI \u5de5\u7a0b\u5316<\/td>\n<td>3\u20136 \u5468<\/td>\n<\/tr>\n<tr>\n<td>Edge AI<\/td>\n<td>2\u20134 \u5468<\/td>\n<\/tr>\n<tr>\n<td>AI \u4f5c\u54c1\u96c6<\/td>\n<td>2\u20134 \u5468<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4f60\u53ef\u4ee5\u6309\u81ea\u5df1\u7684\u8282\u594f\u81ea\u7531\u8c03\u6574\u3002<\/p>\n<hr \/>\n<h2>&#x1f381; \u5982\u679c\u4f60\u613f\u610f&#xff0c;\u6211\u8fd8\u53ef\u4ee5\u4e3a\u4f60\u505a&#xff1a;<\/h2>\n<li>\u6839\u636e\u4f60\u73b0\u5728\u7684\u6c34\u5e73\u5236\u5b9a 30 \/ 60 \/ 90 \u5929\u5b66\u4e60\u8ba1\u5212<\/li>\n<li>\u751f\u6210\u4e00\u4e2a\u5168\u5957 AI \u5b66\u4e60\u8def\u7ebf\u7684\u601d\u7ef4\u5bfc\u56fe<\/li>\n<li>\u6309\u4f60\u7684\u5de5\u4f5c\u573a\u666f&#xff08;BSP\/\u5d4c\u5165\u5f0f&#xff09;\u5b9a\u5236\u5b66\u4e60\u65b9\u5411<\/li>\n<li>\u7ed9\u4f60\u63a8\u8350\u6700\u9002\u5408\u7684\u8bfe\u7a0b\u548c\u4e66\u7c4d&#xff08;\u4e0d\u5e9f\u8bdd&#xff0c;\u53ea\u8bb2\u53ef\u843d\u5730\u7684&#xff09;<\/li>\n<p>\u4f60\u9700\u8981\u54ea\u4e00\u79cd&#xff1f;<\/p>\n<hr \/>\n<p>\u53ef\u4ee5\u770b\u5230\u8fd9\u4e2aAI\u56de\u7b54\u7684\u975e\u5e38\u7684 \u5b66\u672f\u5316 \u6392\u7248\u5f88\u7cbe\u7f8e \u5185\u5bb9\u5f88\u8be6\u5b9e&#xff0c;\u4f46\u662f\u4e0d\u63a5\u5730\u6c14\u3002<\/p>\n<h2>\u4e8c\u3001\u6839\u636e\u4e0a\u4e00\u8f6e\u56de\u7b54&#xff0c;\u7ed9\u51fa\u66f4\u591a\u63d0\u793a\u8bcd&#xff0c;\u8ba9AI\u518d\u6b21\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898<\/h2>\n<p>\u4e8e\u662f\u6211\u53c8\u8fdb\u884c\u4e86\u7b2c\u4e8c\u8f6e\u63d0\u95ee<\/p>\n<p>\u6211\u9700\u8981\u66f4\u52a0\u8be6\u7ec6\u3001\u9002\u5408\u5c0f\u767d\u3001\u53ef\u843d\u5b9e\u7684\u5177\u4f53\u8ba1\u5212&#xff0c;\u4f60\u7ed9\u7684\u8ba1\u5212\u592a\u96be\u5b9e\u73b0\u4e86<\/p>\n<p>AI\u518d\u6b21\u56de\u7b54&#xff1a;<\/p>\n<p>\u5f53\u7136\u53ef\u4ee5&#xff01;\u90a3\u6211\u4eec\u5c31\u91cd\u65b0\u6765\u4e00\u5957 \u201c\u771f\u6b63\u9002\u5408\u5c0f\u767d\u3001\u6bcf\u5929\u90fd\u6709\u5177\u4f53\u4efb\u52a1\u3001\u80fd\u575a\u6301\u5c31\u4e00\u5b9a\u80fd\u5b66\u4f1a AI \u7684\u843d\u5730\u8ba1\u5212\u201d\u3002<\/p>\n<p>\u8fd9\u5957\u8ba1\u5212&#xff1a;<br \/>\n\u2705 \u96f6\u57fa\u7840\u53ef\u5b66<br \/>\n\u2705 \u6bcf\u5929 1\u20132 \u5c0f\u65f6\u5373\u53ef\u5b8c\u6210<br \/>\n\u2705 7 \u5468\u4ece\u5b8c\u5168\u5c0f\u767d \u2192 \u80fd\u505a\u4e00\u4e2a\u81ea\u5df1\u7684 AI \u5c0f\u9879\u76ee<br \/>\n\u2705 \u6bcf\u4e00\u6b65\u90fd\u6709\u201c\u8981\u505a\u4ec0\u4e48\u201d\u201c\u7528\u4ec0\u4e48\u5de5\u5177\u201d\u201c\u80fd\u5b66\u4f1a\u4ec0\u4e48\u201d<\/p>\n<hr \/>\n<h2>&#x1f331; AI \u5c0f\u767d\u5165\u95e8\u7684 7 \u5468\u843d\u5730\u8ba1\u5212&#xff08;\u8d85\u7ea7\u8be6\u7ec6 &amp; \u53ef\u6267\u884c&#xff09;<\/h2>\n<hr \/>\n<h2>&#x1f7e6; \u7b2c 1 \u5468&#xff1a;Python &#043; \u57fa\u7840\u6570\u5b66&#xff08;\u96f6\u57fa\u7840\u4e5f\u80fd\u5b8c\u6210&#xff09;<\/h2>\n<h3>&#x1f3af; \u76ee\u6807<\/h3>\n<p>\u4e86\u89e3 AI \u9700\u8981\u7684\u6700\u57fa\u7840\u6280\u80fd&#xff0c;\u4e0d\u7528\u5b66\u96be\u6570\u5b66&#xff0c;\u53ea\u5b66\u201c\u80fd\u7528\u7684\u201d\u3002<\/p>\n<h3>&#x1f4c5; \u6bcf\u5929\u4efb\u52a1<\/h3>\n<h4>Day 1 \u2013 Python \u73af\u5883\u5b89\u88c5<\/h4>\n<ul>\n<li>\u5b89\u88c5&#xff1a;\n<ul>\n<li>Python<\/li>\n<li>VSCode<\/li>\n<\/ul>\n<\/li>\n<li>\u5b66\u4f1a\u8fd0\u884c\u7b2c\u4e00\u4e2a Python \u7a0b\u5e8f&#xff08;print(&#034;Hello AI&#034;)&#xff09;<\/li>\n<\/ul>\n<p>&#x1f9ed; \u6559\u7a0b\u63a8\u8350&#xff08;\u514d\u8d39&#xff09;&#xff1a;<br \/>\nB\u7ad9\u641c&#xff1a;\u201cPython \u96f6\u57fa\u7840\u5165\u95e8\u201d<\/p>\n<hr \/>\n<h4>Day 2\u20133 \u2013 Python \u57fa\u7840<\/h4>\n<p>\u5b66\u4e60&#xff1a;<\/p>\n<ul>\n<li>\u53d8\u91cf<\/li>\n<li>if \u5224\u65ad<\/li>\n<li>for \u5faa\u73af<\/li>\n<li>\u5217\u8868\u3001\u5b57\u5178<br \/>\n\u505a\u7ec3\u4e60&#xff1a;<\/li>\n<\/ul>\n<p>nums &#061; [1,2,3]<\/p>\n<p>for n in nums:<\/p>\n<p>print(n)<\/p>\n<hr \/>\n<h4>Day 4\u20135 \u2013 NumPy\u3001Pandas \u5165\u95e8<\/h4>\n<p>AI \u5fc5\u5907\u5de5\u5177&#xff0c;\u53ea\u7528\u6700\u7b80\u5355\u529f\u80fd&#xff1a;<\/p>\n<ul>\n<li>\u6570\u7ec4\u64cd\u4f5c&#xff08;NumPy&#xff09;<\/li>\n<li>\u8868\u683c\u6570\u636e\u5904\u7406&#xff08;Pandas&#xff09;<\/li>\n<\/ul>\n<p>\u5c0f\u7ec3\u4e60&#xff1a;<\/p>\n<ul>\n<li>\u8bfb\u53d6\u4e00\u4e2a CSV \u6587\u4ef6<\/li>\n<li>\u6c42\u5e73\u5747\u503c\u3001\u6700\u5927\u503c<\/li>\n<\/ul>\n<hr \/>\n<h4>Day 6\u20137 \u2013 \u5fc5\u8981\u6570\u5b66&#xff08;\u4ec5\u8f7b\u91cf\u7ea7&#xff09;<\/h4>\n<ul>\n<li>\u4ec0\u4e48\u662f\u5411\u91cf<\/li>\n<li>\u4ec0\u4e48\u662f\u77e9\u9635\u4e58\u6cd5<\/li>\n<li>\u4ec0\u4e48\u662f\u201c\u68af\u5ea6\u201d\u4e0e\u201c\u5b66\u4e60\u7387\u201d&#xff08;\u53ea\u7406\u89e3\u6982\u5ff5&#xff09;<\/li>\n<\/ul>\n<p>\u7ec3\u4e60&#xff1a;<br \/>\n\u624b\u7b97\u4e00\u4e2a 2\u00d72 \u77e9\u9635\u4e58\u6cd5\u5373\u53ef\u3002<\/p>\n<hr \/>\n<h2>&#x1f7e7; \u7b2c 2 \u5468&#xff1a;\u673a\u5668\u5b66\u4e60\u76f4\u89c2\u5165\u95e8&#xff08;\u505a\u4e00\u4e2a\u80fd\u8dd1\u7684 ML \u9879\u76ee&#xff09;<\/h2>\n<h3>&#x1f3af; \u76ee\u6807<\/h3>\n<p>\u7528 sklearn \u505a\u4eba\u751f\u7b2c\u4e00\u4e2a AI \u6a21\u578b&#xff08;\u5b8c\u5168\u4e0d\u9700\u8981\u6570\u5b66\u57fa\u7840&#xff09;\u3002<\/p>\n<h3>&#x1f4c5; \u6bcf\u5929\u8ba1\u5212<\/h3>\n<h4>Day 8\u20139 \u2013 \u673a\u5668\u5b66\u4e60\u7406\u89e3<\/h4>\n<p>\u7406\u89e3\u51e0\u4e2a\u540d\u5b57&#xff1a;<\/p>\n<ul>\n<li>\u56de\u5f52&#xff08;\u9884\u6d4b\u6570\u5b57&#xff09;<\/li>\n<li>\u5206\u7c7b&#xff08;\u9884\u6d4b\u7c7b\u522b&#xff09;<\/li>\n<li>\u8bad\u7ec3<\/li>\n<li>\u6d4b\u8bd5<\/li>\n<li>\u51c6\u786e\u7387<\/li>\n<\/ul>\n<p>&#xff08;\u4e0d\u7528\u6df1\u5165&#xff0c;\u53ea\u8981\u77e5\u9053\u7528\u9014&#xff09;<\/p>\n<hr \/>\n<h4>Day 10\u201312 \u2013 \u4f60\u7684\u7b2c\u4e00\u4e2a ML \u9879\u76ee<\/h4>\n<p>\u4efb\u52a1&#xff1a;\u505a\u4e00\u4e2a\u201c\u9884\u6d4b\u623f\u4ef7\u201d\u7684 AI<br \/>\n\u4f7f\u7528\u7b97\u6cd5&#xff1a;\u7ebf\u6027\u56de\u5f52<\/p>\n<p>\u4ee3\u7801\u5f88\u7b80\u5355&#xff08;\u4e0d\u9700\u8981\u7406\u89e3\u6570\u5b66&#xff09;&#xff1a;<\/p>\n<p>from sklearn.linear_model import LinearRegression<\/p>\n<p>model &#061; LinearRegression()<\/p>\n<p>model.fit(X_train, y_train)<\/p>\n<p>model.predict(X_test)<\/p>\n<p>\u5b8c\u6210\u540e\u4f60\u5c31\u7b97\u8fc8\u5165 AI \u4e16\u754c\u4e86\u3002<\/p>\n<hr \/>\n<h4>Day 13\u201314 \u2013 \u518d\u505a\u4e00\u4e2a\u5206\u7c7b\u9879\u76ee<\/h4>\n<p>\u4efb\u52a1&#xff1a;\u7528 AI \u5224\u65ad\u4e00\u4e2a\u4eba\u662f\u5426\u4f1a\u4e70\u4ea7\u54c1<br \/>\n\u4f7f\u7528\u7b97\u6cd5&#xff1a;\u51b3\u7b56\u6811&#xff08;Tree&#xff09;<\/p>\n<hr \/>\n<h2>&#x1f7e8; \u7b2c 3 \u5468&#xff1a;\u6df1\u5ea6\u5b66\u4e60\u521d\u4f53\u9a8c&#xff08;\u4e0d\u96be&#xff09;<\/h2>\n<h3>&#x1f3af; \u76ee\u6807<\/h3>\n<p>\u7406\u89e3\u4ec0\u4e48\u662f\u795e\u7ecf\u7f51\u7edc\u3001\u8bad\u7ec3\u4e00\u4e2a\u56fe\u50cf\u5206\u7c7b\u6a21\u578b&#xff08;\u624b\u5199\u6570\u5b57&#xff09;\u3002<\/p>\n<h3>&#x1f4c5; \u6bcf\u5929\u4efb\u52a1<\/h3>\n<h4>Day 15 \u2013 \u6982\u5ff5\u7406\u89e3<\/h4>\n<ul>\n<li>\u4ec0\u4e48\u662f\u795e\u7ecf\u5143<\/li>\n<li>\u4ec0\u4e48\u662f\u5c42&#xff08;Layer&#xff09;<\/li>\n<li>\u4ec0\u4e48\u662f\u6fc0\u6d3b\u51fd\u6570&#xff08;ReLU \u5c31\u591f&#xff09;<\/li>\n<\/ul>\n<hr \/>\n<h4>Day 16\u201318 \u2014 MNIST \u5b9e\u6218<\/h4>\n<p>\u4f60\u4f1a&#xff1a;<\/p>\n<ul>\n<li>\u4e0b\u8f7d MNIST \u6570\u636e\u96c6<\/li>\n<li>\u7528 PyTorch \u5efa\u4e00\u4e2a\u7b80\u5355\u7f51\u7edc<\/li>\n<li>\u8bad\u7ec3\u5e76\u770b\u51c6\u786e\u7387<\/li>\n<\/ul>\n<p>\u8fd9\u662f\u5c0f\u767d\u5fc5\u8fc7\u7684\u201c\u6210\u5e74\u793c\u201d\u3002<\/p>\n<hr \/>\n<h4>Day 19\u201321 \u2013 \u7528\u522b\u4eba\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u505a\u56fe\u50cf\u5206\u7c7b<\/h4>\n<p>\u7528 ResNet \u6216 MobileNet&#xff08;\u8fc1\u79fb\u5b66\u4e60&#xff09;<\/p>\n<p>\u4f60\u4f1a&#xff1a;<\/p>\n<ul>\n<li>\u52a0\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b<\/li>\n<li>\u6362\u4e2a\u6700\u540e\u4e00\u5c42<\/li>\n<li>\u7528\u81ea\u5df1\u7684 20 \u5f20\u56fe\u7247\u8bad\u7ec3<\/li>\n<\/ul>\n<p>\u8fd9\u4e2a\u662f\u6df1\u5ea6\u5b66\u4e60\u6700\u5e38\u7528\u7684\u5957\u8def\u3002<\/p>\n<hr \/>\n<h2>&#x1f7e9; \u7b2c 4 \u5468&#xff1a;\u5927\u6a21\u578b&#xff08;LLM&#xff09;\u5165\u95e8 &#043; Prompt Engineering<\/h2>\n<h3>&#x1f3af; \u76ee\u6807<\/h3>\n<p>\u638c\u63e1 LLM \u4f7f\u7528\u65b9\u5f0f&#xff0c;\u80fd\u8ba9 AI \u6309\u4f60\u60f3\u7684\u8f93\u51fa\u5185\u5bb9\u3002<\/p>\n<h3>&#x1f4c5; \u6bcf\u5929\u4efb\u52a1<\/h3>\n<h4>Day 22 \u2013 \u4ec0\u4e48\u662f LLM<\/h4>\n<p>\u4e86\u89e3&#xff1a;<\/p>\n<ul>\n<li>Token&#xff08;\u5b57\u8bcd&#xff09;<\/li>\n<li>Context&#xff08;\u4e0a\u4e0b\u6587&#xff09;<\/li>\n<li>Temperature&#xff08;\u968f\u673a\u6027&#xff09;<\/li>\n<\/ul>\n<hr \/>\n<h4>Day 23\u201325 \u2013 Prompt Engineering<\/h4>\n<p>\u5b66 3 \u62db\u5c31\u591f&#xff1a;<\/p>\n<li>\u660e\u786e\u89d2\u8272<\/li>\n<li>\u660e\u786e\u76ee\u6807<\/li>\n<li>\u7ed9\u7ed3\u6784\u5316\u8f93\u51fa&#xff08;\u5217\u8868\/\u8868\u683c&#xff09;<\/li>\n<p>\u7ec3\u4e60&#xff1a;<br \/>\n\u5199 prompt \u8ba9 AI \u751f\u6210\u4e00\u4efd\u7b80\u5386\u3002<\/p>\n<hr \/>\n<h4>Day 26\u201328 \u2013 \u672c\u5730\u8dd1\u5c0f\u6a21\u578b<\/h4>\n<p>\u4f60\u4f1a&#xff1a;<\/p>\n<ul>\n<li>\u4e0b\u8f7d\u4e00\u4e2a\u5c0f\u6a21\u578b&#xff08;\u5982 Llama 3B&#xff09;<\/li>\n<li>\u7528 LM Studio \u6216 ollama \u542f\u52a8<\/li>\n<li>\u6253\u4e00\u4e2a\u672c\u5730\u95ee\u7b54 Demo<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f7e6; \u7b2c 5 \u5468&#xff1a;RAG&#xff08;AI \u8bfb\u53d6\u4f60\u81ea\u5df1\u7684\u6587\u4ef6&#xff09;\u5fc5\u5b66\u6280\u80fd<\/h2>\n<h3>&#x1f3af; \u76ee\u6807<\/h3>\n<p>\u8ba9 AI \u80fd\u641c\u7d22\u4f60\u7684 PDF\u3001\u516c\u53f8\u6587\u6863\u3002<\/p>\n<p>\u8fd9\u662f\u6240\u6709\u4f01\u4e1a\u7ea7 AI \u7684\u6838\u5fc3\u3002<\/p>\n<h3>&#x1f4c5; \u6bcf\u5929\u4efb\u52a1<\/h3>\n<h4>Day 29 \u2013 \u4e86\u89e3 RAG \u662f\u4ec0\u4e48<\/h4>\n<p>\u4e00\u53e5\u8bdd\u89e3\u91ca&#xff1a;<br \/>\nLLM &#043; \u641c\u7d22\u4f60\u7684\u6587\u6863<\/p>\n<hr \/>\n<h4>Day 30\u201333 \u2013 \u505a\u4f60\u7684\u7b2c\u4e00\u4e2a RAG<\/h4>\n<p>\u4f7f\u7528\u5de5\u5177&#xff08;\u96f6\u4ee3\u7801\u53ef\u505a&#xff09;&#xff1a;<\/p>\n<ul>\n<li>LlamaIndex&#xff08;\u6700\u7b80\u5355&#xff09;<\/li>\n<li>\u6216 LangChain&#xff08;\u7a0d\u5fae\u5f3a\u4e00\u70b9&#xff09;<\/li>\n<\/ul>\n<p>\u529f\u80fd&#xff1a;<\/p>\n<ul>\n<li>\u8bfb\u53d6\u4e00\u4e2a PDF<\/li>\n<li>AI \u80fd\u56de\u7b54\u91cc\u9762\u7684\u95ee\u9898<\/li>\n<\/ul>\n<hr \/>\n<h4>Day 34\u201335 \u2013 \u4f18\u5316 RAG<\/h4>\n<ul>\n<li>\u6362\u4e0d\u540c\u7684\u5207\u7247\u7b56\u7565<\/li>\n<li>\u6539\u53d8 embedding \u6a21\u578b<\/li>\n<li>\u770b\u770b\u56de\u7b54\u6548\u679c\u5982\u4f55\u53d8\u597d<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f7ea; \u7b2c 6 \u5468&#xff1a;\u6a21\u578b\u90e8\u7f72\u5165\u95e8&#xff08;\u8ba9 AI \u53d8\u6210 API&#xff09;<\/h2>\n<h3>&#x1f3af; \u76ee\u6807<\/h3>\n<p>\u80fd\u628a\u4f60\u7684 RAG\u3001\u5c0f\u6a21\u578b\u90e8\u7f72\u6210\u4e00\u4e2a\u53ef\u8bbf\u95ee\u63a5\u53e3\u3002<\/p>\n<h3>&#x1f4c5; \u6bcf\u5929\u4efb\u52a1<\/h3>\n<h4>Day 36\u201337 \u2013 FastAPI \u5165\u95e8<\/h4>\n<p>\u521b\u5efa\u4e00\u4e2a \u201chello world\u201d API<\/p>\n<hr \/>\n<h4>Day 38\u201340 \u2013 AI \u6a21\u578b\u90e8\u7f72\u6210 API<\/h4>\n<p>\u8ba9\u4f60\u7684&#xff1a;<\/p>\n<ul>\n<li>\u672c\u5730\u6a21\u578b \u6216<\/li>\n<li>RAG \u7cfb\u7edf<\/li>\n<\/ul>\n<p>\u901a\u8fc7 \/ask \u63a5\u53e3\u8ba9\u522b\u4eba\u8bbf\u95ee\u3002<\/p>\n<p>\u4f60\u4f1a\u611f\u89c9\u81ea\u5df1\u50cf AI \u516c\u53f8 CTO\u3002<\/p>\n<hr \/>\n<h2>&#x1f7e5; \u7b2c 7 \u5468&#xff1a;\u505a\u4e00\u4e2a\u5c5e\u4e8e\u4f60\u7684 AI \u5c0f\u4f5c\u54c1&#xff08;\u5b8c\u6210\u5ea6 70% \u5373\u53ef&#xff09;<\/h2>\n<h3>&#x1f3af; \u76ee\u6807<\/h3>\n<p>\u505a\u4e00\u4e2a\u53ef\u4ee5\u5c55\u793a\u7684 AI Demo&#xff01;<br \/>\n\u751a\u81f3\u53ef\u4ee5\u653e GitHub&#xff0c;\u6216\u7528\u4e8e\u5de5\u4f5c\u3002<\/p>\n<h3>\u53ef\u9009\u9879\u76ee&#xff08;\u4efb\u9009\u5176\u4e00&#xff09;<\/h3>\n<h4>\u2705 AI \u4e2a\u6027\u52a9\u7406&#xff08;\u542b\u4f60\u4e2a\u4eba\u77e5\u8bc6\u5e93&#xff09;<\/h4>\n<h4>\u2705 AI \u9605\u8bfb\u5668&#xff08;\u4e0a\u4f20 PDF \u81ea\u52a8\u603b\u7ed3&#xff09;<\/h4>\n<h4>\u2705 AI PPT \u751f\u6210\u5668<\/h4>\n<h4>\u2705 \u4e2a\u4eba\u7b80\u5386\u4f18\u5316 AI<\/h4>\n<h4>\u2705 \u56fe\u50cf\u5206\u7c7b\u5668&#xff08;\u8bc6\u522b\u4f60\u5bb6\u5ba0\u7269\/\u5bb6\u91cc\u7684\u7269\u54c1&#xff09;<\/h4>\n<h4>\u2705 \u7528\u65e5\u5e38\u6587\u6863\u505a\u4e00\u4e2a\u516c\u53f8 FAQ AI \u5de5\u5177<\/h4>\n<h3>\u672c\u5468\u4efb\u52a1<\/h3>\n<ul>\n<li>Day 43\u201345 \u8bbe\u8ba1\u529f\u80fd<\/li>\n<li>Day 46\u201348 \u7f16\u7801<\/li>\n<li>Day 49\u201351 \u8c03\u8bd5 &#043; \u7f8e\u5316<\/li>\n<li>Day 52\u201353 \u5199 README<\/li>\n<li>Day 54\u201355 \u5c55\u793a\u7ed9\u670b\u53cb<\/li>\n<\/ul>\n<hr \/>\n<h2>&#x1f389; \u6700\u7ec8\u6210\u679c<\/h2>\n<p>7 \u5468\u540e\u4f60\u5c06\u505a\u5230&#xff1a;<\/p>\n<p>\u2714 \u4f1a\u5199\u57fa\u7840 Python<br \/>\n\u2714 \u80fd\u8bad\u7ec3\u4e00\u4e2a ML \u6a21\u578b<br \/>\n\u2714 \u80fd\u7528 PyTorch \u8dd1\u56fe\u50cf\u8bc6\u522b<br \/>\n\u2714 \u719f\u7ec3\u4f7f\u7528\u5927\u6a21\u578b &amp; Prompt<br \/>\n\u2714 \u80fd\u505a RAG&#xff08;\u8fd9\u662f\u627e\u5de5\u4f5c\u52a0\u5206\u9879&#xff09;<br \/>\n\u2714 \u80fd\u628a AI \u9879\u76ee\u90e8\u7f72\u6210 API<br \/>\n\u2714 \u80fd\u505a\u4e00\u4e2a\u5b8c\u6574 AI \u9879\u76ee<\/p>\n<p>\u4f60\u5df2\u7ecf\u4e0d\u662f\u5c0f\u767d&#xff0c;\u800c\u662f AI \u5b9e\u6218\u8005\u3002<\/p>\n<hr \/>\n<h2>&#x1f4ac; \u60f3\u8fdb\u4e00\u6b65\u5e2e\u4f60\u5b9a\u5236\u5417&#xff1f;<\/h2>\n<p>\u6211\u53ef\u4ee5\u7ee7\u7eed\u4e3a\u4f60\u505a&#xff1a;<\/p>\n<p>&#x1f527; \u6309\u4f60\u4e00\u5929\u80fd\u6295\u5165\u7684\u65f6\u95f4&#xff08;30min \/ 1h \/ 2h&#xff09;\u7ed9\u4f60\u91cf\u8eab\u5b9a\u5236\u8ba1\u5212<br \/>\n&#x1f527; \u6309\u4f60\u7684\u804c\u4e1a&#xff08;\u5d4c\u5165\u5f0f \/ BSP&#xff09;\u8bbe\u8ba1\u4e13\u5c5e AI \u8def\u7ebf<br \/>\n&#x1f527; \u4e3a\u4f60\u5236\u5b9a 30 \u5929 \/ 60 \u5929 \u8d85\u7ec6\u5316\u65e5\u8ba1\u5212&#xff08;\u6bcf\u5929\u5177\u4f53\u4efb\u52a1&#xff09;<\/p>\n<hr \/>\n<p>\u53ef\u4ee5\u770b\u5230\u8fd9\u4e2a\u56de\u7b54\u5df2\u7ecf\u6bd4\u521a\u624d\u90a3\u4e2a\u56de\u7b54\u66f4\u52a0\u53ef\u843d\u5730\u4e00\u4e9b\u4e86&#xff0c;\u6211\u662f\u6bd4\u8f83\u6ee1\u610f\u8fd9\u4e2a\u56de\u7b54\u7684&#xff0c;\u6240\u4ee5\u6211\u7ee7\u7eed\u8ba9\u5b83\u751f\u6210\u4e8660\u5929\u8d85\u7ec6\u5316\u65e5\u8ba1\u5212&#xff0c;\u5982\u679c\u4e0d\u6ee1\u610f\u53ef\u4ee5\u7ee7\u7eed\u8ba9AI\u4fee\u6539\u3002<\/p>\n<h2>\u4e09\u3001\u6839\u636eAI\u63d0\u793a\u7684\u8fdb\u4e00\u6b65\u95ee\u9898\u6765\u53cd\u95eeAI<\/h2>\n<p>\u6211\u6839\u636e\u4e0a\u4e00\u8f6e\u5bf9\u8bddAI\u672b\u5c3e\u7684\u63d0\u95ee\u6765\u63d0\u95eeAI<\/p>\n<p>60 \u5929 \u8d85\u7ec6\u5316\u65e5\u8ba1\u5212<\/p>\n<p>Copilot\u8fd9\u6837\u56de\u7b54&#xff1a;<\/p>\n<p>\u4e0b\u9762\u7ed9\u4f60\u4e00\u4efd 60 \u5929\u3001\u9010\u65e5\u7684\u8d85\u7ec6\u5316 AI \u5b66\u4e60\u4e0e\u5b9e\u6218\u8ba1\u5212&#xff0c;\u4e13\u4e3a\u5c0f\u767d\u53ef\u6267\u884c\u3001\u6bcf\u5929 1\u20132 \u5c0f\u65f6\u8bbe\u8ba1&#xff1b;\u7ed3\u5408\u4f60 BSP\/\u5d4c\u5165\u5f0f \u80cc\u666f&#xff0c;\u540e\u534a\u7a0b\u4f1a\u52a0\u5165 RAG &#043; \u90e8\u7f72 &#043; Edge AI \u7684\u5de5\u7a0b\u5316\u4efb\u52a1\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u628a\u5b83\u5f53\u6210\u201c\u6253\u5361\u6e05\u5355\u201d&#xff0c;\u7167\u505a\u5c31\u80fd\u5b8c\u6210\u4e00\u4e2a\u62ff\u5f97\u51fa\u624b\u7684\u4f5c\u54c1&#xff08;\u5e26\u6587\u6863\u3001API\u3001\u53ef\u6f14\u793a&#xff09;\u3002<\/p>\n<hr \/>\n<h3>\u4f7f\u7528\u65b9\u5f0f&#xff08;\u5f88\u91cd\u8981&#xff09;<\/h3>\n<ul>\n<li>\u6bcf\u65e5\u6295\u5165&#xff1a;\u5efa\u8bae 90\u2013120 \u5206\u949f&#xff08;\u65f6\u95f4\u4e0d\u591f\u65f6&#xff0c;\u5b8c\u6210\u201c\u5fc5\u505a\u201d\u5373\u53ef&#xff0c;\u8df3\u8fc7\u201c\u52a0\u5206\u9879\u201d&#xff09;\u3002<\/li>\n<li>\u6bcf\u5468\u7ed3\u6784&#xff1a;\u5468\u4e00\u5230\u5468\u4e94\u4e3b\u7ebf\u5b66\u4e60&#xff0c;\u5468\u516d\u590d\u76d8\u3001\u5468\u65e5\u7f13\u51b2\/\u5de9\u56fa\u3002<\/li>\n<li>\u4ea7\u51fa\u5bfc\u5411&#xff1a;\u6bcf\u5468\u81f3\u5c11\u4ea7\u51fa\u4e00\u4e2a\u80fd\u8fd0\u884c\u7684\u5c0f Demo \u6216\u7ec4\u4ef6\u3002<\/li>\n<li>\u8bb0\u5f55&#xff1a;\u6bcf\u5929\u5728\u4e00\u4e2a learning_log.md \u91cc\u8bb0\u5f55&#xff1a;\u505a\u4e86\u4ec0\u4e48 \u2192 \u9047\u5230\u7684\u95ee\u9898 \u2192 \u89e3\u51b3\u65b9\u5f0f \u2192 \u5f85\u6539\u8fdb\u3002<\/li>\n<\/ul>\n<hr \/>\n<h2>\u23f1\ufe0f 60 \u5929\u8def\u7ebf\u56fe&#xff08;\u9010\u65e5\u6e05\u5355&#xff09;<\/h2>\n<p>\u8d34\u5fc3\u8bf4\u660e&#xff1a;<\/p>\n<ul>\n<li>\u201c\u5de5\u5177\u201d\u4f1a\u7ed9\u51fa\u4f60\u8981\u5b89\u88c5\/\u4f7f\u7528\u7684\u8f6f\u4ef6&#xff1b;<\/li>\n<li>\u201c\u4ea7\u51fa\u201d\u662f\u5f53\u5929\u5fc5\u987b\u5b8c\u6210\u7684\u7ed3\u679c&#xff1b;<\/li>\n<li>\u201c\u52a0\u5206\u9879\u201d\u662f\u4f60\u6709\u65f6\u95f4\u5c31\u505a\u7684\u63d0\u5347\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<hr \/>\n<h3>\u7b2c 1\u20132 \u5468&#xff1a;Python &#043; \u5fc5\u8981\u6570\u5b66 &#043; Sklearn \u5feb\u901f\u4e0a\u624b<\/h3>\n<h4>Day 1&#xff1a;\u642d\u5efa\u73af\u5883<\/h4>\n<ul>\n<li>\u5de5\u5177&#xff1a;Python 3.11\u3001VSCode\u3001Anaconda&#xff08;\u6216 Miniconda&#xff09;<\/li>\n<li>\u6b65\u9aa4&#xff1a;\u5b89\u88c5 \u2192 \u5efa\u865a\u62df\u73af\u5883 \u2192 pip install numpy pandas matplotlib scikit-learn jupyter<\/li>\n<li>\u4ea7\u51fa&#xff1a;\u80fd\u8fd0\u884c print(&#034;Hello, AI&#034;)&#xff1b;\u6253\u5f00 Jupyter Notebook<\/li>\n<li>\u52a0\u5206\u9879&#xff1a;\u914d\u7f6e VSCode Python \u63d2\u4ef6\u3001Black\/Flake8 \u683c\u5f0f\u5316<\/li>\n<\/ul>\n<h4>Day 2&#xff1a;Python \u57fa\u7840&#xff08;1&#xff09;<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u53d8\u91cf\u3001\u6570\u636e\u7c7b\u578b\u3001\u5217\u8868\/\u5b57\u5178\u3001if\u3001for<\/li>\n<li>\u7ec3\u4e60&#xff1a;\u5199 5 \u4e2a\u5c0f\u51fd\u6570&#xff08;\u6c42\u5e73\u5747\u503c\u3001\u6700\u5927\u503c\u3001\u53bb\u91cd\u3001\u7edf\u8ba1\u8bcd\u9891\u3001\u53cd\u8f6c\u5b57\u7b26\u4e32&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;basics.ipynb<\/li>\n<\/ul>\n<h4>Day 3&#xff1a;Python \u57fa\u7840&#xff08;2&#xff09;<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u51fd\u6570\u3001\u6a21\u5757\u3001\u5f02\u5e38\u5904\u7406\u3001\u5217\u8868\u63a8\u5bfc\u5f0f<\/li>\n<li>\u7ec3\u4e60&#xff1a;\u8bfb\u5199 CSV&#xff0c;\u5e76\u7edf\u8ba1\u4e00\u5217\u7684\u5747\u503c\/\u4e2d\u4f4d\u6570<\/li>\n<li>\u4ea7\u51fa&#xff1a;io_and_functions.ipynb<\/li>\n<\/ul>\n<h4>Day 4&#xff1a;NumPy \u5165\u95e8<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;ndarray\u3001\u5207\u7247\u3001\u5e7f\u64ad\u3001\u77e9\u9635\u8fd0\u7b97<\/li>\n<li>\u7ec3\u4e60&#xff1a;\u7528\u77e9\u9635\u4e58\u6cd5\u5b9e\u73b0 y &#061; Wx &#043; b \u7684\u4e00\u5c42\u7ebf\u6027\u53d8\u6362<\/li>\n<li>\u4ea7\u51fa&#xff1a;numpy_basics.ipynb<\/li>\n<\/ul>\n<h4>Day 5&#xff1a;Pandas \u5165\u95e8<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;DataFrame\u3001\u9009\u62e9\/\u8fc7\u6ee4\u3001\u7f3a\u5931\u503c\u3001\u5206\u7ec4\u7edf\u8ba1<\/li>\n<li>\u7ec3\u4e60&#xff1a;\u8bfb\u53d6\u793a\u4f8b CSV&#xff0c;\u505a\u9500\u91cf TopN\u3001\u5747\u503c\/\u65b9\u5dee<\/li>\n<li>\u4ea7\u51fa&#xff1a;pandas_basics.ipynb<\/li>\n<\/ul>\n<h4>Day 6&#xff08;\u5468\u516d&#xff09;&#xff1a;\u6570\u5b66\u8f7b\u91cf<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u5411\u91cf\/\u77e9\u9635\u3001\u70b9\u79ef\/\u8303\u6570\u3001\u68af\u5ea6\u76f4\u89c9\u3001\u8fc7\u62df\u5408\u6982\u5ff5<\/li>\n<li>\u7ec3\u4e60&#xff1a;\u624b\u7b97 2\u00d72 \u77e9\u9635\u4e58\u6cd5&#xff0c;\u753b\u51fa ReLU\/Sigmoid<\/li>\n<li>\u4ea7\u51fa&#xff1a;math_notes.md<\/li>\n<\/ul>\n<h4>Day 7&#xff08;\u5468\u65e5&#xff09;&#xff1a;\u590d\u76d8 &#043; \u7f13\u51b2<\/h4>\n<ul>\n<li>\u56de\u770b 1\u20136 \u5929&#xff0c;\u8865\u7f3a&#xff1b;\u6574\u7406\u5e38\u7528\u4ee3\u7801\u7247\u6bb5<\/li>\n<li>\u4ea7\u51fa&#xff1a;week1_summary.md<\/li>\n<\/ul>\n<hr \/>\n<h4>Day 8&#xff1a;\u673a\u5668\u5b66\u4e60\u6982\u5ff5\u901f\u89c8<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u76d1\u7763\u5b66\u4e60\u3001\u8bad\u7ec3\/\u9a8c\u8bc1\/\u6d4b\u8bd5\u3001\u4ea4\u53c9\u9a8c\u8bc1\u3001\u8bc4\u4ef7\u6307\u6807&#xff08;\u51c6\u786e\u7387\u3001F1&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;ml_concepts.md<\/li>\n<\/ul>\n<h4>Day 9&#xff1a;\u7b2c\u4e00\u4e2a\u56de\u5f52\u6a21\u578b&#xff08;\u623f\u4ef7\u9884\u6d4b&#xff09;<\/h4>\n<ul>\n<li>\u5de5\u5177&#xff1a;scikit-learn<\/li>\n<li>\u6b65\u9aa4&#xff1a;\u52a0\u8f7d\u6570\u636e \u2192 \u5207\u5206 \u2192 \u6807\u51c6\u5316 \u2192 \u7ebf\u6027\u56de\u5f52 \u2192 MSE<\/li>\n<li>\u4ea7\u51fa&#xff1a;linear_regression.ipynb<\/li>\n<\/ul>\n<h4>Day 10&#xff1a;\u7b2c\u4e00\u4e2a\u5206\u7c7b\u6a21\u578b&#xff08;\u9e22\u5c3e\u82b1&#xff09;<\/h4>\n<ul>\n<li>\u7b97\u6cd5&#xff1a;Logistic Regression \/ SVC<\/li>\n<li>\u4ea7\u51fa&#xff1a;classification_iris.ipynb &#xff08;\u5305\u542b\u6df7\u6dc6\u77e9\u9635\u548c\u5206\u7c7b\u62a5\u544a&#xff09;<\/li>\n<\/ul>\n<h4>Day 11&#xff1a;\u6a21\u578b\u8c03\u53c2<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;GridSearchCV\u3001Pipeline<\/li>\n<li>\u7ec3\u4e60&#xff1a;\u5bf9 SVC \u505a\u7f51\u683c\u641c\u7d22&#xff08;C\u3001gamma\u3001\u6838\u51fd\u6570&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;model_tuning.ipynb<\/li>\n<\/ul>\n<h4>Day 12&#xff1a;\u7279\u5f81\u5de5\u7a0b<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u7f3a\u5931\u503c\u586b\u5145\u3001\u72ec\u70ed\u7f16\u7801\u3001\u6807\u51c6\u5316\u3001PCA<\/li>\n<li>\u4ea7\u51fa&#xff1a;feature_engineering.ipynb<\/li>\n<\/ul>\n<h4>Day 13&#xff08;\u5468\u516d&#xff09;&#xff1a;\u5b9e\u6218\u5c0f\u9879\u76ee<\/h4>\n<ul>\n<li>\u9898\u76ee&#xff1a;\u4fe1\u7528\u5361\u6b3a\u8bc8\/\u6cf0\u5766\u5c3c\u514b\u751f\u5b58&#xff08;\u4e8c\u9009\u4e00&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;\u4ece\u6570\u636e\u5230\u6a21\u578b\u5230\u62a5\u544a&#xff08;Markdown&#xff09;<\/li>\n<\/ul>\n<h4>Day 14&#xff08;\u5468\u65e5&#xff09;&#xff1a;\u590d\u76d8 &#043; \u7f13\u51b2<\/h4>\n<ul>\n<li>\u4ea7\u51fa&#xff1a;week2_summary.md &#043; \u4fdd\u5b58\u6700\u4f18\u6a21\u578b model.pkl<\/li>\n<\/ul>\n<hr \/>\n<h3>\u7b2c 3\u20134 \u5468&#xff1a;\u6df1\u5ea6\u5b66\u4e60 PyTorch &#043; \u8fc1\u79fb\u5b66\u4e60<\/h3>\n<h4>Day 15&#xff1a;DL \u6982\u5ff5<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u795e\u7ecf\u5143\u3001\u5c42\u3001\u635f\u5931\u51fd\u6570\u3001\u4f18\u5316\u5668\u3001Batch\/epoch\u3001\u8fc7\u62df\u5408\/\u6b63\u5219\u5316<\/li>\n<li>\u4ea7\u51fa&#xff1a;dl_concepts.md<\/li>\n<\/ul>\n<h4>Day 16&#xff1a;PyTorch \u5165\u95e8<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;Tensor\u3001autograd\u3001Module\u3001DataLoader<\/li>\n<li>\u4ea7\u51fa&#xff1a;pytorch_basics.ipynb<\/li>\n<\/ul>\n<h4>Day 17&#xff1a;\u624b\u5199\u6570\u5b57\u8bc6\u522b&#xff08;MNIST&#xff09;<\/h4>\n<ul>\n<li>\u6b65\u9aa4&#xff1a;\u4e0b\u8f7d\u6570\u636e \u2192 \u642d MLP \u2192 \u8bad\u7ec3 5 epoch \u2192 \u6d4b\u8bd5\u51c6\u786e\u7387<\/li>\n<li>\u4ea7\u51fa&#xff1a;mnist_mlp.ipynb<\/li>\n<\/ul>\n<h4>Day 18&#xff1a;\u5f15\u5165 CNN&#xff08;\u66f4\u9ad8\u51c6\u786e\u7387&#xff09;<\/h4>\n<ul>\n<li>\u4ea7\u51fa&#xff1a;mnist_cnn.ipynb&#xff08;\u5377\u79ef\/\u6c60\u5316\/Dropout&#xff09;<\/li>\n<\/ul>\n<h4>Day 19&#xff1a;\u53ef\u89c6\u5316\u4e0e\u8c03\u53c2<\/h4>\n<ul>\n<li>\u6dfb\u52a0&#xff1a;\u8bad\u7ec3\/\u9a8c\u8bc1\u66f2\u7ebf\u3001\u5b66\u4e60\u7387\u3001BatchSize \u5b9e\u9a8c<\/li>\n<li>\u4ea7\u51fa&#xff1a;mnist_experiments.ipynb<\/li>\n<\/ul>\n<h4>Day 20&#xff08;\u5468\u516d&#xff09;&#xff1a;\u8fc1\u79fb\u5b66\u4e60&#xff08;\u56fe\u50cf&#xff09;<\/h4>\n<ul>\n<li>\u505a\u6cd5&#xff1a;\u52a0\u8f7d ResNet18 \u9884\u8bad\u7ec3&#xff0c;\u66ff\u6362\u6700\u540e\u4e00\u5c42&#xff0c;\u7528\u4f60\u81ea\u5236 2\u20133 \u7c7b\u5c0f\u6570\u636e\u96c6\u8bad\u7ec3<\/li>\n<li>\u4ea7\u51fa&#xff1a;transfer_learning_resnet.ipynb<\/li>\n<\/ul>\n<h4>Day 21&#xff08;\u5468\u65e5&#xff09;&#xff1a;\u590d\u76d8<\/h4>\n<ul>\n<li>\u5bf9\u6bd4\u4ece\u96f6\u8bad\u7ec3 vs \u8fc1\u79fb\u5b66\u4e60<\/li>\n<li>\u4ea7\u51fa&#xff1a;week3_summary.md<\/li>\n<\/ul>\n<hr \/>\n<h4>Day 22&#xff1a;Transformer &amp; LLM \u57fa\u7840<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;Self-Attention\u3001\u4f4d\u7f6e\u7f16\u7801\u3001Token\u3001\u4e0a\u4e0b\u6587\u7a97<\/li>\n<li>\u4ea7\u51fa&#xff1a;transformer_notes.md<\/li>\n<\/ul>\n<h4>Day 23&#xff1a;\u7528\u73b0\u6210\u5927\u6a21\u578b\u505a\u6587\u672c\u5206\u7c7b&#xff08;\u96f6\u4ee3\u7801\/\u4f4e\u4ee3\u7801&#xff09;<\/h4>\n<ul>\n<li>\u5de5\u5177&#xff1a;OpenAI\/\u672c\u5730 ollama \u4efb\u4e00&#xff1b;\u6216\u4f7f\u7528\u5f00\u6e90\u63a8\u7406\u63a5\u53e3<\/li>\n<li>\u7ec3\u4e60&#xff1a;\u7ed9 30 \u6761\u6587\u672c\u6253\u7c7b\u522b&#xff08;\u79ef\u6781\/\u6d88\u6781&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;llm_text_classification.ipynb&#xff08;\u63a8\u7406\u811a\u672c &#043; \u8bc4\u4f30&#xff09;<\/li>\n<\/ul>\n<h4>Day 24&#xff1a;Prompt Engineering&#xff08;1&#xff09;<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u89d2\u8272\/\u76ee\u6807\/\u683c\u5f0f\u7ea6\u675f\u3001Few-shot<\/li>\n<li>\u7ec3\u4e60&#xff1a;\u8ba9 LLM \u4ea7\u51fa\u7ed3\u6784\u5316 JSON&#xff08;\u5e26\u5b57\u6bb5\u6821\u9a8c&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;prompt_playbook.md<\/li>\n<\/ul>\n<h4>Day 25&#xff1a;Prompt Engineering&#xff08;2&#xff09;<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u5206\u6b65\u9aa4&#xff08;CoT&#xff09;\u3001\u62d2\u7b54\u4e0e\u5b89\u5168\u3001\u7ea6\u675f\u8f93\u51fa\u957f\u5ea6<\/li>\n<li>\u4ea7\u51fa&#xff1a;prompt_templates.json<\/li>\n<\/ul>\n<h4>Day 26&#xff1a;\u672c\u5730\u5c0f\u6a21\u578b&#xff08;ollama\/LM Studio&#xff09;<\/h4>\n<ul>\n<li>\u6b65\u9aa4&#xff1a;\u5b89\u88c5 \u2192 \u62c9\u53d6 3B\u20137B \u6a21\u578b \u2192 \u9996\u6b21\u5bf9\u8bdd<\/li>\n<li>\u4ea7\u51fa&#xff1a;local_llm_setup.md &#043; cli_demo.sh<\/li>\n<\/ul>\n<h4>Day 27&#xff08;\u5468\u516d&#xff09;&#xff1a;Mini \u9879\u76ee&#xff1a;AI \u7b80\u5386\u52a9\u7406<\/h4>\n<ul>\n<li>\u8f93\u5165&#xff1a;\u4f60\u7684\u7b80\u5386\u6216\u793a\u4f8b PDF<\/li>\n<li>\u8f93\u51fa&#xff1a;\u4f18\u5316\u5efa\u8bae &#043; \u81ea\u52a8\u751f\u6210\u6539\u5199\u7248\u672c&#xff08;Prompt &#043; \u6a21\u677f&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;resume_assistant.ipynb<\/li>\n<\/ul>\n<h4>Day 28&#xff08;\u5468\u65e5&#xff09;&#xff1a;\u590d\u76d8 &#043; \u7f13\u51b2<\/h4>\n<ul>\n<li>\u4ea7\u51fa&#xff1a;week4_summary.md<\/li>\n<\/ul>\n<hr \/>\n<h3>\u7b2c 5\u20136 \u5468&#xff1a;RAG&#xff08;\u8bfb\u4f60\u81ea\u5df1\u7684\u6587\u6863&#xff09; &#043; \u90e8\u7f72\u6210 API<\/h3>\n<h4>Day 29&#xff1a;RAG \u6982\u5ff5<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u5d4c\u5165\u5411\u91cf\u3001\u5206\u7247\u7b56\u7565\u3001\u68c0\u7d22&#xff08;HNSW\/IVF&#xff09;\u3001\u91cd\u6392\u5e8f<\/li>\n<li>\u4ea7\u51fa&#xff1a;rag_concepts.md<\/li>\n<\/ul>\n<h4>Day 30&#xff1a;LlamaIndex \u5feb\u901f RAG<\/h4>\n<ul>\n<li>\u4efb\u52a1&#xff1a;\u52a0\u8f7d\u4e00\u4e2a PDF \u2192 \u63d0\u95ee \u2192 \u80fd\u547d\u4e2d\u539f\u6587\u5e76\u5f15\u7528\u6765\u6e90<\/li>\n<li>\u4ea7\u51fa&#xff1a;rag_llamaindex_basic.ipynb<\/li>\n<\/ul>\n<h4>Day 31&#xff1a;\u6539\u8fdb\u5207\u7247\u4e0e\u68c0\u7d22\u53c2\u6570<\/h4>\n<ul>\n<li>\u8c03\u6574&#xff1a;chunk size\/overlap\u3001top_k\u3001embedding \u6a21\u578b<\/li>\n<li>\u4ea7\u51fa&#xff1a;rag_tuning.ipynb&#xff08;A\/B \u5b9e\u9a8c\u8bb0\u5f55&#xff09;<\/li>\n<\/ul>\n<h4>Day 32&#xff1a;\u52a0\u5165\u591a\u6587\u6863\u4e0e\u6807\u7b7e<\/h4>\n<ul>\n<li>\u80fd\u533a\u5206\u4e0d\u540c\u6765\u6e90\u6587\u4ef6&#xff0c;\u5e76\u5728\u7b54\u6848\u4e2d\u6807\u6ce8<\/li>\n<li>\u4ea7\u51fa&#xff1a;rag_multi_docs.ipynb<\/li>\n<\/ul>\n<h4>Day 33&#xff1a;\u52a0\u5165\u7f13\u5b58\u4e0e\u91cd\u6392\u5e8f&#xff08;\u53ef\u9009&#xff09;<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;Rerank&#xff08;bge-reranker&#xff09;\u3001\u7b54\u6848\u7f6e\u4fe1\u5ea6<\/li>\n<li>\u4ea7\u51fa&#xff1a;rag_rerank.ipynb<\/li>\n<\/ul>\n<h4>Day 34&#xff08;\u5468\u516d&#xff09;&#xff1a;RAG \u5c0f\u9879\u76ee&#xff08;1\/2&#xff09;<\/h4>\n<ul>\n<li>\u9898\u76ee&#xff1a;\u516c\u53f8\/\u4e2a\u4eba\u77e5\u8bc6\u5e93\u95ee\u7b54\u52a9\u624b&#xff08;\u7528\u516c\u5f00\u6587\u7ae0\u6216\u4f60\u4e2a\u4eba\u6587\u6863&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;\u547d\u4ee4\u884c\u6216\u7b80\u6613 Web&#xff08;Streamlit&#xff09;\u53ef\u7528 Demo<\/li>\n<\/ul>\n<h4>Day 35&#xff08;\u5468\u65e5&#xff09;&#xff1a;\u6574\u7406\u6587\u6863<\/h4>\n<ul>\n<li>\u5199 README\u3001\u4f7f\u7528\u8bf4\u660e\u3001\u9650\u5236\u4e0e\u672a\u6765\u6539\u8fdb<\/li>\n<li>\u4ea7\u51fa&#xff1a;week5_summary.md<\/li>\n<\/ul>\n<hr \/>\n<h4>Day 36&#xff1a;FastAPI \u5165\u95e8<\/h4>\n<ul>\n<li>\u5efa\u7acb \/health \u4e0e \/echo<\/li>\n<li>\u4ea7\u51fa&#xff1a;fastapi_hello\/main.py<\/li>\n<\/ul>\n<h4>Day 37&#xff1a;\u5c01\u88c5 LLM \u63a8\u7406\u4e3a API<\/h4>\n<ul>\n<li>\u63a5\u53e3&#xff1a;POST \/chat&#xff0c;\u5165\u53c2 messages&#xff0c;\u51fa\u53c2 assistant_reply<\/li>\n<li>\u4ea7\u51fa&#xff1a;llm_api\/main.py&#xff08;\u542b\u65e5\u5fd7\u3001\u9519\u8bef\u5904\u7406&#xff09;<\/li>\n<\/ul>\n<h4>Day 38&#xff1a;\u628a RAG \u5c01\u88c5\u6210 API<\/h4>\n<ul>\n<li>\u63a5\u53e3&#xff1a;POST \/ask&#xff0c;\u5165\u53c2 question&#xff0c;\u51fa\u53c2 answer &#043; sources<\/li>\n<li>\u4ea7\u51fa&#xff1a;rag_api\/main.py<\/li>\n<\/ul>\n<h4>Day 39&#xff1a;\u524d\u7aef\u6781\u7b80\u9875&#xff08;\u53ef\u9009&#xff09;<\/h4>\n<ul>\n<li>\u7528 HTML\/JS\/Streamlit \u505a\u4e00\u4e2a\u7b80\u6613\u804a\u5929\u754c\u9762<\/li>\n<li>\u4ea7\u51fa&#xff1a;web_ui\/ \u6587\u4ef6\u5939<\/li>\n<\/ul>\n<h4>Day 40&#xff1a;\u5bb9\u5668\u5316&#xff08;\u53ef\u9009\u4f46\u63a8\u8350&#xff09;<\/h4>\n<ul>\n<li>\u5199 Dockerfile &#043; docker-compose.yml<\/li>\n<li>\u4ea7\u51fa&#xff1a;deploy\/ \u76ee\u5f55<\/li>\n<\/ul>\n<h4>Day 41&#xff08;\u5468\u516d&#xff09;&#xff1a;RAG \u5c0f\u9879\u76ee&#xff08;2\/2&#xff09;<\/h4>\n<ul>\n<li>\u96c6\u6210&#xff1a;\u524d\u7aef \u2192 API \u2192 \u6a21\u578b<\/li>\n<li>\u81ea\u6d4b&#xff1a;5\u201310 \u4e2a\u771f\u5b9e\u95ee\u9898&#xff0c;\u8bb0\u5f55\u547d\u4e2d\u7387<\/li>\n<li>\u4ea7\u51fa&#xff1a;demo_video.mp4&#xff08;\u5f55\u5c4f\u6f14\u793a&#xff09;<\/li>\n<\/ul>\n<h4>Day 42&#xff08;\u5468\u65e5&#xff09;&#xff1a;\u590d\u76d8 &#043; \u538b\u6d4b<\/h4>\n<ul>\n<li>\u4f7f\u7528 locust\/ab \u505a\u7b80\u5355 QPS \u538b\u6d4b&#xff08;\u53ef\u9009&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;week6_summary.md<\/li>\n<\/ul>\n<hr \/>\n<h3>\u7b2c 7\u20138 \u5468&#xff1a;\u8fdb\u9636\u5de5\u7a0b\u5316 &#043; Edge AI&#xff08;\u8d34\u5408\u4f60\u7684\u5d4c\u5165\u5f0f\u80cc\u666f&#xff09;<\/h3>\n<h4>Day 43&#xff1a;\u63a8\u7406\u4f18\u5316\u4e0e\u91cf\u5316&#xff08;LLM\/Embedding&#xff09;<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;FP16\/INT8\u3001KV cache\u3001\u6279\u5904\u7406\u3001\u6d41\u5f0f\u8f93\u51fa<\/li>\n<li>\u4ea7\u51fa&#xff1a;inference_optimization.md<\/li>\n<\/ul>\n<h4>Day 44&#xff1a;ONNX \u5bfc\u51fa\u4e0e\u63a8\u7406<\/h4>\n<ul>\n<li>\u628a\u4e00\u4e2a\u5c0f\u578b\u5206\u7c7b\u6a21\u578b\u5bfc\u51fa\u4e3a ONNX&#xff0c;\u5e76\u7528 onnxruntime \u6d4b<\/li>\n<li>\u4ea7\u51fa&#xff1a;onnx_inference.ipynb<\/li>\n<\/ul>\n<h4>Day 45&#xff1a;TensorRT&#xff08;\u82e5\u6709 NVIDIA \u73af\u5883&#xff09;\/ OpenVINO&#xff08;x86&#xff09;<\/h4>\n<ul>\n<li>\u5c06\u56fe\u50cf\u6a21\u578b\u6216\u5c0f\u578b Transformer \u8f6c\u6362\u5e76\u63a8\u7406<\/li>\n<li>\u4ea7\u51fa&#xff1a;trt_or_openvino_notes.md<\/li>\n<\/ul>\n<h4>Day 46&#xff1a;Edge \u4fa7\u90e8\u7f72\u6982\u5ff5<\/h4>\n<ul>\n<li>\u4e3b\u9898&#xff1a;ARM\u3001NPU\u3001DSP \u7ba1\u7ebf&#xff1b;\u6a21\u578b\u5927\u5c0f\u3001\u5185\u5b58\u3001\u5b9e\u65f6\u6027<\/li>\n<li>\u4ea7\u51fa&#xff1a;edge_deploy_checklist.md<\/li>\n<\/ul>\n<h4>Day 47&#xff1a;\u5728 Linux\/QNX \u4e0a\u8dd1\u4e00\u4e2a\u6700\u5c0f\u63a8\u7406 Demo&#xff08;\u6982\u5ff5\u9a8c\u8bc1&#xff09;<\/h4>\n<ul>\n<li>\u9009\u62e9&#xff1a;CPU \u4e0a\u7528 onnxruntime&#xff08;QNX \u7528 POSIX \u63a5\u53e3\u51c6\u5907\u6869\u4ee3\u7801\/\u4f2a\u5b9e\u73b0&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;edge_infer_demo\/&#xff08;\u542b C\/C&#043;&#043; \u6216 Python \u7b80\u5316\u7248\u672c&#xff09;<\/li>\n<\/ul>\n<h4>Day 48&#xff1a;\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406&#xff08;\u5d4c\u5165\u5f0f\u89c6\u89d2&#xff09;<\/h4>\n<ul>\n<li>\u8bbe\u8ba1&#xff1a;\u4ece\u4f20\u611f\u5668\u5230\u63a8\u7406\u7684 pipeline&#xff08;\u65f6\u5e8f\u3001\u7ebf\u7a0b\u3001\u7f13\u51b2&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;edge_pipeline_design.md&#xff08;\u65f6\u5e8f\u56fe\/\u7ebf\u7a0b\u6a21\u578b&#xff09;<\/li>\n<\/ul>\n<h4>Day 49&#xff08;\u5468\u516d&#xff09;&#xff1a;\u628a RAG &#043; API \u6253\u78e8\u6210\u201c\u4f5c\u54c1 1.0\u201d<\/h4>\n<ul>\n<li>\u52a0\u5165&#xff1a;\u65e5\u5fd7\u3001\u5f02\u5e38\u515c\u5e95\u3001\u63d0\u793a\u8bcd\u5b89\u5168\u3001\u5165\u53e3\u811a\u672c<\/li>\n<li>\u4ea7\u51fa&#xff1a;release_v1\/&#xff08;\u542b README\u3001\u914d\u7f6e\u6837\u4f8b\u3001\u73af\u5883\u4e00\u952e\u811a\u672c&#xff09;<\/li>\n<\/ul>\n<h4>Day 50&#xff08;\u5468\u65e5&#xff09;&#xff1a;\u4f5c\u54c1\u6587\u6863\u4e0e\u5c55\u793a\u51c6\u5907<\/h4>\n<ul>\n<li>\u5199&#xff1a;\u9879\u76ee\u80cc\u666f\u3001\u529f\u80fd\u70b9\u3001\u67b6\u6784\u56fe\u3001\u4f7f\u7528\u622a\u56fe\u3001\u5df2\u77e5\u95ee\u9898\u3001Roadmap<\/li>\n<li>\u4ea7\u51fa&#xff1a;README.md&#xff08;\u5bf9\u5916\u53ef\u8bfb&#xff09;<\/li>\n<\/ul>\n<hr \/>\n<h4>Day 51&#xff1a;Agent \u5165\u95e8&#xff08;\u53ef\u9009&#xff09;<\/h4>\n<ul>\n<li>\u8bd5\u7528&#xff1a;LangChain\/LlamaIndex \u7684\u7b80\u5355\u5de5\u5177\u8c03\u7528&#xff08;\u641c\u7d22\/\u8ba1\u7b97\u5668&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;agent_basic.ipynb<\/li>\n<\/ul>\n<h4>Day 52&#xff1a;\u6570\u636e\u8bc4\u6d4b\u4e0e\u5bf9\u6bd4<\/h4>\n<ul>\n<li>\u5236\u4f5c 20\u201350 \u6761 Q&amp;A \u57fa\u51c6\u96c6<\/li>\n<li>\u5bf9\u6bd4&#xff1a;\u65e0 RAG vs RAG vs RAG&#043;Rerank<\/li>\n<li>\u4ea7\u51fa&#xff1a;eval_report.md<\/li>\n<\/ul>\n<h4>Day 53&#xff1a;CI\/CD&#xff08;\u672c\u5730\u7ea7&#xff09;<\/h4>\n<ul>\n<li>\u811a\u672c&#xff1a;\u4e00\u952e\u542f\u52a8\/\u505c\u6b62\u3001\u65e5\u5fd7\u6536\u96c6<\/li>\n<li>\u4ea7\u51fa&#xff1a;scripts\/ &#043; Makefile&#xff08;\u53ef\u9009&#xff09;<\/li>\n<\/ul>\n<h4>Day 54&#xff1a;\u5b89\u5168\u4e0e\u9690\u79c1&#xff08;\u5165\u95e8&#xff09;<\/h4>\n<ul>\n<li>\u5185\u5bb9&#xff1a;\u63d0\u793a\u6ce8\u5165\u3001\u8d8a\u6743\u3001\u654f\u611f\u4fe1\u606f\u6cc4\u9732<\/li>\n<li>\u4ea7\u51fa&#xff1a;security_notes.md &#043; \u8f93\u5165\u6e05\u6d17\u62e6\u622a\u5668<\/li>\n<\/ul>\n<h4>Day 55&#xff08;\u5468\u516d&#xff09;&#xff1a;\u9009\u505a &#8211; \u7b2c\u4e8c\u4e2a\u5c0f\u4f5c\u54c1&#xff08;\u4efb\u9009&#xff09;<\/h4>\n<ul>\n<li>\u9009\u9898&#xff1a;AI \u7b80\u5386\u52a9\u624b \/ PDF \u81ea\u52a8\u603b\u7ed3 \/ AI PPT \u751f\u6210\u5668<\/li>\n<li>\u4ea7\u51fa&#xff1a;project2\/ \u96cf\u5f62<\/li>\n<\/ul>\n<h4>Day 56&#xff08;\u5468\u65e5&#xff09;&#xff1a;\u590d\u76d8 &#043; \u7f13\u51b2<\/h4>\n<ul>\n<li>\u4ea7\u51fa&#xff1a;week8_summary.md<\/li>\n<\/ul>\n<hr \/>\n<h3>\u7b2c 9 \u5468&#xff08;Day 57\u201360&#xff09;&#xff1a;\u6536\u5c3e\u3001\u6253\u78e8\u4e0e\u5c55\u793a<\/h3>\n<h4>Day 57&#xff1a;\u6027\u80fd\u548c\u4f53\u9a8c\u4f18\u5316<\/h4>\n<ul>\n<li>\u4f18\u5316&#xff1a;\u54cd\u5e94\u65f6\u95f4\u3001\u63d0\u793a\u8bcd\u3001\u9519\u8bef\u515c\u5e95\u3001\u524d\u7aef\u6837\u5f0f<\/li>\n<li>\u4ea7\u51fa&#xff1a;perf_tuning_notes.md<\/li>\n<\/ul>\n<h4>Day 58&#xff1a;\u53d1\u5e03\u7248\u672c v1.1<\/h4>\n<ul>\n<li>\u6807\u7b7e&#xff1a;CHANGELOG\u3001\u7248\u672c\u53f7\u3001\u6253\u5305\u53d1\u5e03\u65b9\u5f0f<\/li>\n<li>\u4ea7\u51fa&#xff1a;release_v1.1\/<\/li>\n<\/ul>\n<h4>Day 59&#xff1a;\u5f55\u5236\u6f14\u793a\u89c6\u9891 &amp; \u6f14\u8bb2\u7a3f<\/h4>\n<ul>\n<li>3\u20135 \u5206\u949f\u8bb2\u6e05\u695a&#xff1a;\u75db\u70b9 \u2192 \u65b9\u6848 \u2192 \u67b6\u6784 \u2192 \u6f14\u793a \u2192 \u7ed3\u679c<\/li>\n<li>\u4ea7\u51fa&#xff1a;demo.mp4 &#043; talk_notes.md<\/li>\n<\/ul>\n<h4>Day 60&#xff1a;\u6210\u679c\u6574\u7406 &#043; \u4e0b\u4e00\u6b65\u89c4\u5212<\/h4>\n<ul>\n<li>\u6253\u5305\u6240\u6709\u6587\u4ef6 \u2192 \u6574\u7406\u4e00\u4e2a\u76ee\u5f55\u7d22\u5f15<\/li>\n<li>\u5199&#xff1a;\u4e0b\u4e00\u6b65\u8ba1\u5212&#xff08;\u5982\u52a0\u5165\u591a\u79df\u6237\u3001\u7528\u6237\u6743\u9650\u3001\u5d4c\u5165\u5f0f\u7aef\u91c7\u96c6&#xff09;<\/li>\n<li>\u4ea7\u51fa&#xff1a;final_summary.md<\/li>\n<\/ul>\n<hr \/>\n<h3>&#x1f4e6; \u4f60\u6700\u7ec8\u4f1a\u62e5\u6709<\/h3>\n<ul>\n<li>\u4e00\u6574\u5957 \u4ece\u96f6\u5230\u90e8\u7f72 \u7684\u4ee3\u7801\u4e0e\u7b14\u8bb0&#xff08;\u53ef\u4f5c\u4e3a\u4f5c\u54c1\u96c6&#xff09;<\/li>\n<li>\u4e00\u4e2a\u53ef\u8fd0\u884c\u7684 RAG \u95ee\u7b54\u7cfb\u7edf &#043; API&#xff08;\u53ef\u6f14\u793a&#xff09;<\/li>\n<li>\u4e00\u4efd\u5b8c\u6574\u7684 \u5de5\u7a0b\u5316\u90e8\u7f72\u6587\u6863<\/li>\n<li>Edge \u4fa7\u63a8\u7406\u96cf\u5f62&#xff08;\u5339\u914d\u4f60\u7684 BSP \u80cc\u666f&#xff09;<\/li>\n<\/ul>\n<hr \/>\n<h3>\u23f1\ufe0f \u6bcf\u65e5 30 \/ 60 \/ 120 \u5206\u949f\u6a21\u5f0f&#xff08;\u5982\u4f55\u88c1\u526a&#xff09;<\/h3>\n<ul>\n<li>30 \u5206\u949f&#xff1a;\u53ea\u5b8c\u6210\u201c\u4ea7\u51fa\u201d&#xff0c;\u7565\u8fc7\u201c\u6982\u5ff5\u7ec6\u8bfb\u201d\u548c\u201c\u52a0\u5206\u9879\u201d<\/li>\n<li>60 \u5206\u949f&#xff1a;\u5b8c\u6210\u201c\u4ea7\u51fa &#043; \u5feb\u901f\u6d4f\u89c8\u6982\u5ff5\/\u4ee3\u7801\u201d<\/li>\n<li>120 \u5206\u949f&#xff1a;\u5168\u90e8\u5b8c\u6210&#xff0c;\u5e76\u8bb0\u5f55\u5b9e\u9a8c\/\u8bc4\u6d4b\u6570\u636e<\/li>\n<\/ul>\n<hr \/>\n<h3>&#x1f9ed; \u63d0\u793a\u4e0e\u5efa\u8bae<\/h3>\n<ul>\n<li>\u9047\u963b\u5373\u67e5&#xff1a;\u628a\u62a5\u9519\u7c98\u5230\u641c\u7d22\u5f15\u64ce&#xff0c;\u591a\u534a\u6709\u7b54\u6848&#xff1b;\u8bb0\u5f55\u5728 troubleshooting.md<\/li>\n<li>\u6a21\u5757\u5316&#xff1a;\u6bcf\u5468\u5f62\u6210\u4e00\u4e2a\u53ef\u91cd\u7528\u7684\u6a21\u5757&#xff08;\u6570\u636e\u5904\u7406\u3001\u8bc4\u6d4b\u811a\u672c\u3001API \u58f3\u5b50\u7b49&#xff09;<\/li>\n<li>\u4eea\u5f0f\u611f&#xff1a;\u6bcf\u5468\u516d\u7684\u201c\u4f5c\u54c1\u6253\u78e8\u65e5\u201d\u548c\u6bcf\u5468\u65e5\u7684\u201c\u590d\u76d8\u65e5\u201d\u5c3d\u91cf\u4fdd\u7559<\/li>\n<\/ul>\n<hr \/>\n<p>\u5982\u679c\u4f60\u613f\u610f&#xff0c;\u6211\u53ef\u4ee5\u628a\u8fd9\u4efd 60 \u5929\u8ba1\u5212\u751f\u6210\u4e00\u4e2a\u53ef\u5bfc\u5165\u65e5\u5386&#xff08;.ics&#xff09;\u6216\u53ef\u6253\u5370\u7684\u6e05\u5355&#xff08;Markdown\/PDF&#xff09;&#xff0c;\u4e5f\u53ef\u4ee5\u628a\u7b2c 29\u201342 \u5929\u7684 RAG \u4e3b\u9879\u76ee\u66ff\u6362\u4e3a\u4f60\u516c\u53f8\u771f\u5b9e\u6587\u6863\u7684\u573a\u666f\u5316\u7248\u672c\u3002<br \/>\n\u8981\u4e0d\u8981\u6211\u5e2e\u4f60\u505a\u4e00\u4e2a \u300c\u4eca\u5929\u5f00\u59cb\u300d\u7684 Day 1\u2013Day 3 \u6253\u5361\u5305&#xff08;\u4ee3\u7801\u6a21\u677f &#043; \u6e05\u5355&#xff09;\u300d&#xff1f;<\/p>\n<h2>\u56db\u3001\u6839\u636eAI\u63d0\u793a\u7684\u8fdb\u4e00\u6b65\u95ee\u9898\u63d0\u95ee<\/h2>\n<p>60 \u5929\u8ba1\u5212\u751f\u6210\u4e00\u4e2a\u53ef\u5bfc\u5165\u65e5\u5386\u548c\u53ef\u6253\u5370\u7684\u6e05\u5355&#xff08;Markdown\/PDF&#xff09;<\/p>\n<p>\u6211\u5df2\u7ecf\u4e3a\u4f60\u628a 60 \u5929\u5b66\u4e60\u8ba1\u5212\u81ea\u52a8\u751f\u6210\u4e86\u4e09\u4e2a\u53ef\u4e0b\u8f7d\u6587\u4ef6&#xff1a;<\/p>\n<ul>\n<li>\u53ef\u5bfc\u5165\u65e5\u5386&#xff08;.ics&#xff09;&#xff1a;\u5305\u542b\u4ece 2026-02-06 \u5f00\u59cb\u7684 60 \u5929\u6bcf\u65e5\u5b66\u4e60\u4e8b\u4ef6&#xff08;\u9ed8\u8ba4\u65f6\u95f4 20:00\u201321:30&#xff0c;\u63d0\u524d 15 \u5206\u949f\u63d0\u9192&#xff1b;\u4f60\u53ef\u4ee5\u5728\u65e5\u5386\u91cc\u62d6\u52a8\u8c03\u6574&#xff09;\u3002<\/li>\n<li>\u53ef\u6253\u5370\u6e05\u5355&#xff08;Markdown&#xff09;&#xff1a;\u9010\u65e5\u201c\u4efb\u52a1 &#043; 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