對(duì)商業(yè)分析感興趣?不如先來實(shí)踐一下?。短熵垏H商品銷售特征研究》
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對(duì)商業(yè)分析感興趣?不如先來實(shí)踐一下!|《天貓國際商品銷售特征研究》
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指南者留學(xué) 十一 2024年01月26日 閱讀量:21218
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<p><img src="https://info.compassedu.hk/sucai/content/1706149626076/1706149626076.jpg" width="808" height="61" /></p> <p><span class="p">很多同學(xué)在留學(xué)準(zhǔn)備前期都經(jīng)常很迷茫,<strong>對(duì)申請(qǐng)目標(biāo),甚至未來職業(yè)發(fā)展方向都拿不定主意,不知道要如何選擇。</strong>想提前通過實(shí)習(xí)來進(jìn)行全方位的了解,但無奈實(shí)習(xí)試錯(cuò)機(jī)會(huì)少,而通過項(xiàng)目實(shí)戰(zhàn),卻是個(gè)高性價(jià)選擇。</span></p> <p>&nbsp;</p> <p><span class="p">通過精心設(shè)計(jì)的項(xiàng)目,<strong>可以了解業(yè)界常規(guī)的作業(yè)模式</strong>,進(jìn)行類似實(shí)踐,這對(duì)發(fā)現(xiàn)職業(yè)興趣、提升相關(guān)技能、積累實(shí)操經(jīng)歷都非常有益。</span></p> <p>&nbsp;</p> <p><span class="p"><strong>商業(yè)分析專業(yè),以數(shù)理統(tǒng)計(jì)和機(jī)器學(xué)習(xí)為核心</strong>,以編程為手段的輔助商業(yè)決策,其主要應(yīng)用領(lǐng)域包括市場(chǎng)營(yíng)銷、風(fēng)險(xiǎn)分析、客戶分析、供應(yīng)鏈分析、人力資源分析,web分析等等。</span></p> <p>&nbsp;</p> <p><span class="p">指南者的商業(yè)分析項(xiàng)目實(shí)戰(zhàn),<strong>就以數(shù)據(jù)分析方法為核心</strong>,領(lǐng)用熱門項(xiàng)目實(shí)戰(zhàn),由指導(dǎo)老師帶領(lǐng)學(xué)員,進(jìn)行明確分析目標(biāo),獲取分析數(shù)據(jù),清洗和變換數(shù)據(jù),描述統(tǒng)計(jì)分析和深入挖掘建模,<strong>切實(shí)體驗(yàn)商業(yè)分析的實(shí)際應(yīng)用。</strong></span></p> <p>&nbsp;</p> <p><span class="p">我們一起來看看在<strong>《天貓國際商品銷售特征研究》</strong>項(xiàng)目中,同學(xué)們都做了什么。</span></p> <p style="text-align: justify;">&nbsp;</p> <p style="text-align: justify;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif;"><span class="h1" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 20px; color: #000000;"><span style="color: #1dadff;">PROGRAM</span></span></strong></p> <p style="text-align: justify;">&nbsp;</p> <ul> <li style="text-align: justify;"><span class="p">過去三年,進(jìn)口跨境電商保持著近20%年均增長(zhǎng)率,是中國消費(fèi)市場(chǎng)的重要增長(zhǎng)引擎。根據(jù)天貓國際披露,2023年上半年,有超2000家海外品牌在平臺(tái)上開出中國首店。這批來華的海外新品牌數(shù)量最多TOP5國家為:日本、美國、韓國、法國、澳大利亞。其中,海外品牌創(chuàng)業(yè)的TOP3品類為保健、美妝和個(gè)人護(hù)理,分別占比32%、20%和10%。</span></li> </ul> <p style="text-align: justify;"><span class="p">&nbsp;</span></p> <ul> <li style="text-align: justify;"><span class="p">本項(xiàng)目收集了天貓國際上美妝、護(hù)理、保健、箱包、數(shù)碼等類別的商品數(shù)據(jù),需要完成數(shù)據(jù)的清洗與變換,綜合可視化與數(shù)據(jù)挖掘算法,解讀天貓國際的銷售特征及經(jīng)營(yíng)模式,研究其核心競(jìng)爭(zhēng)力,并透視未來跨境電商市場(chǎng)消費(fèi)趨勢(shì)。</span></li> </ul> <p>&nbsp;</p> <p><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 20px;"><span style="color: #1dadff;">優(yōu)秀學(xué)員報(bào)告展示</span></strong></p> <p>&nbsp;</p> <p><img style="width: 808px; height: 1142px; margin-left: auto; margin-right: auto; float: none;" src="https://info.compassedu.hk/info_imgUrl_php45q3Bq.jpg" width="808" height="1142" /></p> <p><img style="width: 808px; height: 1142px;" src="https://info.compassedu.hk/info_imgUrl_phpVWQbQ5.jpg" width="808" height="1142" /></p> <p>&nbsp;</p> <p><img style="width: 808px; height: 1142px; margin-left: auto; margin-right: auto; float: none;" src="https://info.compassedu.hk/info_imgUrl_phpMiBdBY.jpg" width="808" height="1142" /></p> <p>&nbsp;</p> <p><img style="width: 808px; height: 1142px; margin-left: auto; margin-right: auto; float: none;" src="https://info.compassedu.hk/info_imgUrl_phpKBoGef.jpg" width="808" height="1142" /></p> <p><img style="width: 808px; height: 1142px; margin-left: auto; margin-right: auto; float: none;" src="https://info.compassedu.hk/info_imgUrl_phpAjO99a.jpg" width="808" height="1142" /></p> <p style="text-align: justify;"><span class="p"><img style="width: 808px; height: 1142px;" src="https://info.compassedu.hk/info_imgUrl_phpUNIqgw.jpg" width="808" height="1142" /></span></p> <p style="text-align: justify;"><span class="p"><img style="width: 808px; height: 1142px;" src="https://info.compassedu.hk/info_imgUrl_phpoXqErA.jpg" width="808" height="1142" /></span></p> <p style="text-align: justify;">&nbsp;</p> <p style="text-align: justify;"><span class="p">C同學(xué)是一位美本Data Science專業(yè)大四的學(xué)生,他對(duì)自己的研究生申請(qǐng)方向有著明確的規(guī)劃,即專攻商業(yè)分析方向的碩士。C同學(xué)有良好的python基礎(chǔ),因此能夠較快對(duì)數(shù)據(jù)分析技能有全面且完善的掌握。他利用課余時(shí)間集中學(xué)習(xí)相關(guān)專業(yè)知識(shí),以期為之后的申請(qǐng)做好充足的學(xué)術(shù)儲(chǔ)備,延伸自己在BA方面的學(xué)習(xí)深度和廣度。因此,C同學(xué)選擇了商業(yè)數(shù)據(jù)分析實(shí)戰(zhàn)項(xiàng)目來拓充自己對(duì)BA知識(shí)以及數(shù)據(jù)挖掘算法的認(rèn)知和運(yùn)用。該項(xiàng)目以用戶規(guī)模龐大、消費(fèi)激增的跨境電商平臺(tái)天貓國際為研究對(duì)象,考慮其特有的經(jīng)營(yíng)模式,覆蓋多品類商品的價(jià)格、銷量、 消費(fèi)者反饋等多元數(shù)據(jù)表現(xiàn),是一個(gè)高含金量的研究課題。從最后呈現(xiàn)的項(xiàng)目報(bào)告,我們可以看到C同學(xué)對(duì)數(shù)據(jù)分析有了較好的知識(shí)與技能儲(chǔ)備:</span></p> <p style="text-align: justify;">&nbsp;</p> <ul style="margin: 0px; padding: 0px 0px 0px 18px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; list-style-type: disc; counter-reset: count 0;"> <li style="text-align: justify;"><span class="p" style="color: #041c33;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px;">數(shù)據(jù)分析的思維框架非常清晰</strong>,明確目標(biāo)-收集數(shù)據(jù)-數(shù)據(jù)清洗-描述性分析-數(shù)據(jù)挖掘建模;</span></li> </ul> <p style="text-align: justify;"><span class="p" style="color: #041c33;">&nbsp;</span></p> <ul style="margin: 0px; padding: 0px 0px 0px 18px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; list-style-type: disc; counter-reset: count 0;"> <li style="text-align: justify;"><span class="p" style="color: #041c33;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px;">熟練的使用Python語言的能力</strong>,整個(gè)項(xiàng)目的數(shù)據(jù)清洗到挖掘建模都是使用python完成的,包括numpy、pandas、matplotlib、seaborn、sklearn等重要庫文件</span></li> </ul> <p style="text-align: justify;"><span class="p" style="color: #041c33;">&nbsp;</span></p> <ul style="margin: 0px; padding: 0px 0px 0px 18px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; list-style-type: disc; counter-reset: count 0;"> <li style="text-align: justify;"><span class="p" style="color: #041c33;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px;">掌握了常見的數(shù)據(jù)挖掘方法</strong>,C同學(xué)在項(xiàng)目中嘗試了KMeans、邏輯回歸、PCA、多元線性回歸等不同的機(jī)器學(xué)習(xí)方法 ,最終篩選出符合分析主題的模型結(jié)果整理到項(xiàng)目報(bào)告中;</span></li> </ul> <p style="text-align: justify;"><span class="p" style="color: #041c33;">&nbsp;</span></p> <ul style="margin: 0px; padding: 0px 0px 0px 18px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; list-style-type: disc; counter-reset: count 0;"> <li style="text-align: justify;"><span class="p" style="color: #041c33;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px;">整篇報(bào)告具備濃厚的科研氣息</strong>,排版清晰明了,內(nèi)容充分完整,體現(xiàn)了W同學(xué)對(duì)整個(gè)商業(yè)數(shù)據(jù)分析流程的熟悉程度,有了真實(shí)的實(shí)戰(zhàn)經(jīng)歷之后,后續(xù)文書寫作的興趣起源、科研經(jīng)歷、職業(yè)規(guī)劃也會(huì)手到擒來。</span></li> </ul> <p>&nbsp;</p> <p><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; color: #000000; font-size: 14px; white-space: normal; background-color: #ffffff;"><span class="h1" style="color: #1dadff;">&nbsp;<strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; color: #1dadff; font-size: 14px; text-align: justify; white-space: normal; background-color: #ffffff;"><span class="h1" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 20px; color: #000000;"><span style="color: #1dadff;">項(xiàng)目背書</span></span></strong>&nbsp;</span></strong></p> <p>&nbsp;</p> <p><img style="width: 808px; height: 571px;" src="https://info.compassedu.hk/info_imgUrl_phpx227by.jpg" width="808" height="571" /></p> <p><img style="width: 808px; height: 571px;" src="https://info.compassedu.hk/info_imgUrl_phpYVfo5q.jpg" width="808" height="571" /></p> <p>&nbsp;</p> <p><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; color: #1dadff; font-size: 14px; text-align: justify; white-space: normal; background-color: #ffffff;"><span class="h1" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 20px; color: #000000;"><span style="color: #1dadff;">學(xué)習(xí)過程</span></span></strong></p> <p>&nbsp;</p> <p><img style="width: 808px; height: 1585px; margin-left: auto; margin-right: auto; float: none;" src="https://info.compassedu.hk/info_imgUrl_phpwyqHuG.jpg" width="808" height="1585" /></p> <p><img style="width: 808px; height: 1591px; margin-left: auto; margin-right: auto; float: none;" src="https://info.compassedu.hk/info_imgUrl_phpukb5JC.jpg" width="808" height="1591" /></p> <p><img style="width: 808px; height: 1588px; margin-left: auto; margin-right: auto; float: none;" src="https://info.compassedu.hk/info_imgUrl_phpUOzHm2.jpg" width="808" height="1588" /></p> <p>&nbsp;</p> <p><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; color: #1dadff; font-size: 14px; text-align: justify; white-space: normal; background-color: #ffffff;"><span class="h1" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 20px; color: #000000;"><span style="color: #1dadff;">報(bào)名信息</span></span></strong></p> <p style="text-align: center;">&nbsp;</p> <p style="text-align: center;">▼</p> <p style="text-align: center;"><span class="p" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px; color: #000000;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif;">1月31日開課</strong></span></p> <p style="text-align: center;"><span class="p" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px; color: #000000;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif;">僅限1個(gè)名額</strong></span></p> <p style="text-align: center;"><span class="p" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px; color: #000000;">文末掃碼咨詢</span></p> <p style="text-align: center;">&nbsp;</p> <p style="text-align: center;"><span class="p" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px; color: #000000;"><img style="width: 750px; height: 5947px; margin-left: auto; margin-right: auto; float: none;" src="https://info.compassedu.hk/sucai/content/1706150128437/1706150128437.jpg" width="750" height="5947" /></span></p> <p style="text-align: center;">&nbsp;</p> <p style="text-align: center;"><span class="p" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px; color: #000000;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif;">1月31日開課</strong></span><br style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif;" /><span class="p" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px; color: #000000;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif;">僅限1個(gè)名額</strong></span></p> <p style="text-align: center;"><span class="p" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px; color: #000000;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif;">掃碼咨詢,先到先得</strong></span></p> <p style="text-align: center;">&nbsp;</p> <p style="text-align: center;"><span class="p" style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif; font-size: 14px; color: #000000;"><strong style="margin: 0px; padding: 0px; font-feature-settings: 'tnum'; box-sizing: border-box; line-height: 1.75; font-family: 'Tahoma For Number', 'Chinese Quote', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, 'PingFang SC', 'Hiragino Sans GB', 'Microsoft YaHei', 'Helvetica Neue', Helvetica, Arial, sans-serif;"><img style="width: 330px; height: 330px; margin-left: auto; margin-right: auto; float: none;" src="https://info.compassedu.hk/sucai/content/1706150167252/1706150167252.png" width="330" height="330" /></strong></span></p> <p><img src="https://info.compassedu.hk/sucai/content/1706149629631/1706149629631.jpg" width="808" height="187" /></p>
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