{"id":15439,"date":"2026-02-17T09:25:14","date_gmt":"2026-02-17T01:25:14","guid":{"rendered":"https:\/\/fgchen.com\/wpedu\/?p=15439"},"modified":"2026-03-28T23:40:02","modified_gmt":"2026-03-28T15:40:02","slug":"ai-%e5%8a%a0%e6%8c%81%e7%89%88-data-science-%e6%95%99%e5%ad%b8%e8%b7%af%e7%b7%9a%e5%9c%96","status":"publish","type":"post","link":"https:\/\/fgchen.com\/wpedu\/2026\/02\/ai-%e5%8a%a0%e6%8c%81%e7%89%88-data-science-%e6%95%99%e5%ad%b8%e8%b7%af%e7%b7%9a%e5%9c%96\/","title":{"rendered":"AI \u52a0\u6301\u7248 Data Science \u6559\u5b78\u8def\u7dda\u5716"},"content":{"rendered":"\n<p>\u4ee5\u524d\u5b78\u751f\u5b78 Data Science \u662f\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u300c\u6211\u5728\u6e05\u8cc7\u6599\uff0c\u6211\u5728\u8dd1\u6a21\u578b\uff0c\u6211\u5728\u61f7\u7591\u4eba\u751f\u2026\u300d<\/p>\n<\/blockquote>\n\n\n\n<p>\u73fe\u5728\u6709 AI \u52a0\u6301\u5f8c\uff0c\u5b78\u751f\u6703\u8b8a\u6210\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u300c\u6211\u5728\u505a\u5c08\u6848\uff0c\u6211\u5728\u554f AI\uff0c\u6211\u5728\u5feb\u901f\u8fed\u4ee3\uff0c\u6211\u5728\u8b8a\u5f37\ud83d\udd25\u300d<\/p>\n<\/blockquote>\n\n\n\n<p>\u4e0b\u9762\u6211\u5e6b\u60a8\u6574\u7406\u4e00\u4efd <strong>AI \u6642\u4ee3\u7684 Data Science \u6559\u5b78\u8def\u7dda\u5716\uff08\u6559\u6388\u7248\uff0b\u5b78\u751f\u79d2\u61c2\u7248\uff09<\/strong><br>Markdown \u53ef\u76f4\u63a5\u653e\u6559\u6750\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83d\ude80 AI \u52a0\u6301\u7248 Data Science \u6559\u5b78\u8def\u7dda\u5716<\/h1>\n\n\n\n<p>\uff08\u5f9e\u8cc7\u6599\u83dc\u9ce5 \u2192 AI Data Scientist\uff09<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udfaf \u6838\u5fc3\u7406\u5ff5\uff1aAI \u662f\u526f\u99d5\uff0c\u4e0d\u662f\u81ea\u52d5\u99d5\u99db<\/h2>\n\n\n\n<p>\u5728 AI \u6642\u4ee3\uff0c\u5b78\u751f\u4e0d\u9700\u8981\u80cc\u6240\u6709\u8a9e\u6cd5<br>\u4f46\u4e00\u5b9a\u8981\u6703\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u554f\u5c0d\u554f\u984c\uff08Prompt\uff09<\/li>\n\n\n\n<li>\u5224\u65b7\u7d50\u679c\u5c0d\u4e0d\u5c0d\uff08Critical Thinking\uff09<\/li>\n\n\n\n<li>\u505a\u51fa\u80fd\u7528\u7684\u4f5c\u54c1\uff08Product\uff09<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83e\udded Data Science \u5b78\u7fd2 Roadmap\uff08AI Boost\uff09<\/h1>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udfe2 Stage 0\uff1a\u8cc7\u6599\u79d1\u5b78\u5165\u9580\u6696\u8eab\uff08Week 1\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83c\udf93 \u5b78\u751f\u8981\u7406\u89e3\u7684\u4e09\u4ef6\u4e8b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data Science \u5728\u505a\u4ec0\u9ebc\uff1f<\/li>\n\n\n\n<li>Machine Learning \u2260 AI \u2260 ChatGPT<\/li>\n\n\n\n<li>\u5c08\u6848\u6d41\u7a0b\u6bd4\u6a21\u578b\u91cd\u8981<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 AI \u52a0\u6301\u65b9\u5f0f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528 ChatGPT \u89e3\u91cb\u6982\u5ff5\uff08\u50cf\u79c1\u4eba\u5bb6\u6559\uff09<\/li>\n\n\n\n<li>\u7528 AI \u751f\u6210\u7bc4\u4f8b\u8cc7\u6599\u96c6<\/li>\n<\/ul>\n\n\n\n<p>\u2705 \u4efb\u52d9\uff1a\u505a\u4e00\u500b\u300c\u8cc7\u6599\u79d1\u5b78\u5c0f\u6284\u5730\u5716\u300d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udfe2 Stage 1\uff1aData Wrangling &amp; Cleaning\uff08Week 2\u20134\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u5b78\u6280\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7f3a\u5931\u503c\u8655\u7406<\/li>\n\n\n\n<li>\u96e2\u7fa4\u503c\u8655\u7406<\/li>\n\n\n\n<li>\u8cc7\u6599\u8f49\u63db\uff08tidy data\uff09<\/li>\n\n\n\n<li>\u57fa\u672c\u7d71\u8a08\u6458\u8981<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 AI \u52a0\u6301\u65b9\u5f0f<\/h3>\n\n\n\n<p>AI \u53ef\u4ee5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u52d5\u751f\u6210\u6e05\u7406\u7a0b\u5f0f\u78bc<\/li>\n\n\n\n<li>\u89e3\u91cb\u6bcf\u500b\u6b65\u9a5f\u5728\u505a\u4ec0\u9ebc<\/li>\n\n\n\n<li>\u5efa\u8b70\u6700\u4f73\u6e05\u7406\u7b56\u7565<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc Prompt \u7bc4\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u8acb\u5e6b\u6211\u6aa2\u67e5\u9019\u4efd\u8cc7\u6599\u6709\u54ea\u4e9b\u7f3a\u5931\u503c\u8207\u7570\u5e38\u503c\uff1f\n\u4e26\u7d66\u6211 pandas \u6e05\u7406\u7a0b\u5f0f\u78bc\u3002\n<\/pre>\n\n\n\n<p>\u2705 \u4f5c\u696d\uff1a\u6e05\u7406\u4e00\u4efd\u300c\u771f\u5be6\u9ad2\u8cc7\u6599\u300d\uff08\u9910\u98f2\/\u6821\u5712\/IoT\uff09<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udfe2 Stage 2\uff1aData Visualization\uff08Week 5\u20136\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u5b78\u6280\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6298\u7dda\u5716\u3001\u9577\u689d\u5716\u3001\u6563\u4f48\u5716<\/li>\n\n\n\n<li>Dashboard \u6982\u5ff5<\/li>\n\n\n\n<li>Storytelling with Data<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 AI \u52a0\u6301\u65b9\u5f0f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI \u5e6b\u4f60\u6311\u9078\u9069\u5408\u7684\u5716<\/li>\n\n\n\n<li>AI \u5e6b\u4f60\u5beb matplotlib\/plotly \u7a0b\u5f0f\u78bc<\/li>\n\n\n\n<li>AI \u5e6b\u4f60\u7522\u751f\u300c\u5716\u8868\u89e3\u8b80\u6587\u5b57\u300d<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc Prompt\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u9019\u4efd\u8cc7\u6599\u9069\u5408\u7528\u54ea\u4e9b\u5716\u8868\u5448\u73fe\uff1f\u8acb\u7d66\u6211\u7406\u7531\uff0b\u7a0b\u5f0f\u78bc\u3002\n<\/pre>\n\n\n\n<p>\u2705 \u4efb\u52d9\uff1a\u505a\u4e00\u500b\u300c\u6821\u5712\u9ede\u9910\u6578\u64da\u5100\u8868\u677f\u300d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udfe1 Stage 3\uff1aFeature Engineering\uff08Week 7\u20138\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u5b78\u6280\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7279\u5fb5\u5efa\u69cb\uff08\u65e5\u671f\u3001\u5206\u985e\u3001\u6587\u5b57\uff09<\/li>\n\n\n\n<li>Scaling \/ Encoding<\/li>\n\n\n\n<li>Train\/Test Split<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 AI \u52a0\u6301\u65b9\u5f0f<\/h3>\n\n\n\n<p>AI \u5e6b\u5b78\u751f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5efa\u8b70\u54ea\u4e9b\u6b04\u4f4d\u53ef\u80fd\u6709\u7528<\/li>\n\n\n\n<li>\u81ea\u52d5\u7522\u751f\u7279\u5fb5\u5de5\u7a0b pipeline<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc Prompt\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u8acb\u5e6b\u6211\u5f9e\u9019\u4efd\u8cc7\u6599\u8a2d\u8a08 5 \u500b\u53ef\u80fd\u63d0\u5347\u6e96\u78ba\u7387\u7684\u7279\u5fb5\u3002\n<\/pre>\n\n\n\n<p>\u2705 \u4f5c\u696d\uff1a\u7279\u5fb5\u5de5\u7a0b\u6311\u6230\u8cfd\uff08\u8ab0\u7684\u6a21\u578b\u63d0\u5347\u6700\u591a\uff09<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udfe1 Stage 4\uff1aMachine Learning Modeling\uff08Week 9\u201311\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u5b78\u6a21\u578b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Regression<\/li>\n\n\n\n<li>Classification<\/li>\n\n\n\n<li>Clustering<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u5e38\u7528\u6f14\u7b97\u6cd5<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Random Forest<\/li>\n\n\n\n<li>XGBoost<\/li>\n\n\n\n<li>SVM<\/li>\n\n\n\n<li>KMeans<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 AI \u52a0\u6301\u65b9\u5f0f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AutoML\uff08\u5feb\u901f baseline\uff09<\/li>\n\n\n\n<li>AI \u89e3\u91cb\u6a21\u578b\u5dee\u7570<\/li>\n\n\n\n<li>AI \u5e6b\u5fd9 Debug<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc Prompt\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u6211\u7684\u6a21\u578b\u6e96\u78ba\u7387\u53ea\u6709 65%\uff0c\u53ef\u80fd\u539f\u56e0\u662f\u4ec0\u9ebc\uff1f\n\u8acb\u7d66\u6211\u6539\u9032\u65b9\u5411\u3002\n<\/pre>\n\n\n\n<p>\u2705 \u4f5c\u696d\uff1a\u5efa\u7acb\u4e00\u500b\u300cAI \u9810\u6e2c\u7cfb\u7d71\u300d<br>\u4f8b\u5982\uff1a\u5b78\u751f\u662f\u5426\u6703\u5ef6\u4fee\uff1f\u9910\u5ef3\u71b1\u9580\u54c1\u9805\uff1f<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udfe0 Stage 5\uff1aExplainable AI\uff08Week 12\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u5b78\u6280\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6a21\u578b\u4e0d\u662f\u9ed1\u76d2\u5b50<\/li>\n\n\n\n<li>Feature Importance<\/li>\n\n\n\n<li>LIME \/ SHAP<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 AI \u52a0\u6301\u65b9\u5f0f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI \u5e6b\u4f60\u751f\u6210\u89e3\u91cb\u5831\u544a\uff08\u7d66\u4e00\u822c\u4eba\u770b\u5f97\u61c2\uff09<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc Prompt\uff1a<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"generic\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\">\u8acb\u7528\u767d\u8a71\u89e3\u91cb\u9019\u500b\u6a21\u578b\u70ba\u4ec0\u9ebc\u5224\u65b7\u6b64\u5b78\u751f\u6703\u4e0d\u53ca\u683c\uff1f\n<\/pre>\n\n\n\n<p>\u2705 \u4efb\u52d9\uff1a\u5beb\u4e00\u4efd\u300c\u6a21\u578b\u89e3\u91cb\u66f8\u300d\uff08\u53ef\u7d66\u6821\u9577\u770b\u7684\u90a3\u7a2e\uff09<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udfe0 Stage 6\uff1aTime Series &amp; Forecasting\uff08Week 13\u201314\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u5b78\u6280\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ARIMA<\/li>\n\n\n\n<li>Prophet<\/li>\n\n\n\n<li>Deep Learning Forecast<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 AI \u52a0\u6301\u65b9\u5f0f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI \u5e6b\u5fd9\u9078\u6a21\u578b<\/li>\n\n\n\n<li>AI \u5e6b\u5fd9\u505a\u591a\u6b65\u9810\u6e2c<\/li>\n<\/ul>\n\n\n\n<p>\u2705 \u4f5c\u696d\uff1a\u9810\u6e2c\u300c\u4e0b\u9031\u9910\u5ef3\u8a02\u55ae\u91cf\u300d\u6216\u300c\u7528\u96fb\u9700\u6c42\u300d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd35 Stage 7\uff1aNLP + Generative AI\uff08Week 15\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u5b78\u6280\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Text preprocessing<\/li>\n\n\n\n<li>Sentiment analysis<\/li>\n\n\n\n<li>Embedding \u6982\u5ff5<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 AI \u52a0\u6301\u65b9\u5f0f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GPT \u505a\u5206\u985e\u5668<\/li>\n\n\n\n<li>RAG \u6587\u4ef6\u554f\u7b54<\/li>\n<\/ul>\n\n\n\n<p>\u2705 \u4efb\u52d9\uff1a\u6253\u9020\u300c\u6821\u5712\u5ba2\u670d AI\u300d<\/p>\n\n\n\n<p>\uff08\u9019\u8ddf\u60a8\u6b63\u5728\u505a\u7684\u62db\u751f Chatbot \u5b8c\u5168\u543b\u5408\ud83d\udd25\uff09<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83d\udd35 Stage 8\uff1aDeployment &amp; AI Product\uff08Week 16\u201318\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5fc5\u5b78\u6280\u80fd<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Streamlit \/ Shiny Web App<\/li>\n\n\n\n<li>Docker \u57fa\u790e<\/li>\n\n\n\n<li>Cloud \u90e8\u7f72\u6982\u5ff5<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udd16 AI \u52a0\u6301\u65b9\u5f0f<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI \u5e6b\u4f60\u5beb\u524d\u7aef UI<\/li>\n\n\n\n<li>AI \u5e6b\u4f60\u88dc API \u6587\u4ef6<\/li>\n\n\n\n<li>AI \u5e6b\u4f60\u505a Demo Pitch<\/li>\n<\/ul>\n\n\n\n<p>\u2705 Final Project\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u6bcf\u7d44\u505a\u4e00\u500b\u300c\u53ef\u64cd\u4f5c\u7684 AI Data Product\u300d<\/p>\n<\/blockquote>\n\n\n\n<p>\u4f8b\u5982\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6821\u5712\u9ede\u9910\u9810\u6e2c\u7cfb\u7d71<\/li>\n\n\n\n<li>\u62db\u751f\u5ba2\u670d AI Agent<\/li>\n\n\n\n<li>IoT \u7570\u5e38\u5075\u6e2c\u5e73\u53f0<\/li>\n\n\n\n<li>\u9910\u98f2\u92b7\u552e Forecast Dashboard<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83c\udf93 AI Data Science \u5b78\u751f\u7562\u696d\u80fd\u529b\uff0818\u9031\u5f8c\uff09<\/h1>\n\n\n\n<p>\u5b78\u751f\u53ef\u4ee5\u81ea\u4fe1\u8aaa\uff1a<\/p>\n\n\n\n<p>\u2705 \u6211\u6703\u6e05\u7406\u8cc7\u6599<br>\u2705 \u6211\u6703\u8996\u89ba\u5316\u8b1b\u6545\u4e8b<br>\u2705 \u6211\u6703\u8a13\u7df4\u6a21\u578b<br>\u2705 \u6211\u6703\u7528 AI \u5e6b\u6211\u52a0\u901f\u958b\u767c<br>\u2705 \u6211\u80fd\u90e8\u7f72\u4e00\u500b\u53ef\u7528\u7684 AI \u61c9\u7528<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\">\ud83c\udf1f \u6559\u6388\u52a0\u5206\u73a9\u6cd5<\/h1>\n\n\n\n<h3 class=\"wp-block-heading\">\u8ab2\u5802\u5236\u5ea6\u5efa\u8b70<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6bcf\u9031 AI Prompt Lab\uff0810 \u5206\u9418\uff09<\/li>\n\n\n\n<li>\u6bcf\u6b21\u4f5c\u696d\u9644\u4e00\u6bb5\u300c\u6211\u5982\u4f55\u4f7f\u7528 AI\u300d<\/li>\n\n\n\n<li>\u671f\u672b\u8a55\u5206\u5305\u542b\uff1a<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u8a55\u5206\u9805\u76ee<\/th><th>\u6bd4\u4f8b<\/th><\/tr><\/thead><tbody><tr><td>Data Pipeline<\/td><td>30%<\/td><\/tr><tr><td>Model + Explainability<\/td><td>25%<\/td><\/tr><tr><td>AI Product Demo<\/td><td>25%<\/td><\/tr><tr><td>Prompt Engineering Reflection<\/td><td>20%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4ee5\u524d\u5b78\u751f\u5b78 Data Science \u662f\uff1a \u300c\u6211\u5728\u6e05\u8cc7\u6599\uff0c\u6211\u5728\u8dd1\u6a21\u578b\uff0c\u6211\u5728\u61f7\u7591\u4eba &hellip; 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