胡浩：人人能學的AI《從零開始機器學習》蘇州.NET俱樂部課程分享-知識星球

【課程名稱】

《從零開始機器學XI》

【老師介紹】

胡浩，微軟最有價值專家（MVP，十餘屆多方向），微軟技術大會講師。雲、資料中心基礎架構、全棧虛擬化、企業移動管理等領域的架構師及顧問。AI/ML等新技術的愛好者，樂於分享點滴收穫。

【課程簡介】

透過非常簡單的原理介紹和動手實驗，藉助微軟Azure機器學習服務，零基礎、零成本開始學習人工智慧。

【課程影片】

</p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><strong style="max-width: 100%; letter-spacing: 0.544px; font-family: 楷體; font-size: 19px; color: #ffffff; text-align: left; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; background-color: #407600; box-sizing: border-box !important; overflow-wrap: break-word !important;">【會場花絮】</span></strong> </p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-indent: 2em; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; font-family: 楷體; font-size: 19px; box-sizing: border-box !important; overflow-wrap: break-word !important;">被張善友隊長所鼓（感）勵（動），張隊離開騰訊的原因之一是要轉行人工智慧，出去走一走看一看，不能因為總是獃在騰訊而束縛了視野（潛臺詞便是騰訊的AI還不行嘛）。所以我也打算在</span><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px;">2019年入坑人工智慧，也因此順帶著我行加入了蘇州市人工智慧協會金融專委會（都是總行，我們唯一的二級行），有幸成為了專委會的委員，也因此跟蘇震巍主席有了更多的交集。經蘇主席介紹後，</span><span style="letter-spacing: 0.544px; max-width: 100%; font-family: 楷體; font-size: 19px; box-sizing: border-box !important; overflow-wrap: break-word !important;">久聞胡浩老師的大名，只可惜未償有機會一見，借大會的便利，這次終於得償所願，甚是欣慰。</span></p> <p style="text-align: center;"><img decoding="async" class="" data-ratio="0.5553555355535553" data-s="300,640" data-type="png" data-w="1111" src="http://pic.ipshop.xyz/wx/I6RTRZI0lrR.jpg" /> </p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; letter-spacing: 0.544px; color: #407600; font-family: 楷體; font-size: 14px; text-align: left; text-indent: 28px; background-color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;">圖註：胡浩、</span><span style="max-width: 100%; letter-spacing: 0.544px; color: #407600; font-family: 楷體; font-size: 14px; text-align: left; text-indent: 28px; background-color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;">潘淳，會場合影</span> </p> <p style="text-indent: 38px; max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px;">胡浩老師<span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; background-color: #ffffff;">從2004年開始拿了14屆的MVP，但更誇張的是</span></span><span style="letter-spacing: 0.544px; text-indent: 2em; font-family: 楷體; font-size: 19px;">胡老師竟然身背八種不同方向的MVP，品種包括了：</span><span style="letter-spacing: 0.544px; text-indent: 2em;">Windows Server – Networking、Windows – Shell/User、Windows – Mobile Device、Management Infrastructure、System Center Configuration Manager、System Center Cloud and Datacenter Management、Cloud and Datacenter Management、Microsoft Azure<span style="font-family: 楷體;"><span style="font-size: 19px;">。胡老師在技術<span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 34px; background-color: #ffffff;">圈裡是出了名的博學，他自我</span><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 34px; background-color: #ffffff;">調侃是打醬油的，實際上</span></span></span></span><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em;">是因為他從業經驗豐富，更重要的是江西人特有的吃苦耐勞精神（給我的感覺是真的忙，我們的PPT也是最後一刻才拿到），肯下功夫且不恥下問。別人拿一兩種 MVP 己經很了不己，而對胡老師來說八種還滿足不了他的胃口，AI 方向的 MVP 己經在向他招手。</span></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-indent: 0em; box-sizing: border-box !important; overflow-wrap: break-word !important;"><img decoding="async" class="" data-ratio="0.5605338417540515" data-s="300,640" data-type="png" data-w="1049" src="http://pic.ipshop.xyz/wx/4mGCwjyuxFn.jpg" style="text-align: center;" /> <span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em;">機器學習這種話題，我一聽就有點頭疼。但老胡硬是查了各種文獻，並且用一些生活中的例子，用觀眾喜聞樂見的方式講出來，如果不是他自己最後親口說實在吹不下去了，我們都有一種“雖然我不知道你在說什麼，但看起來很牛逼的樣子”的感覺，而且以為前面講的東西他真的都搞懂了呢。</span> </p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-indent: 0em; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em;"><span style="color: #407600; font-family: 楷體; font-size: 14px; letter-spacing: 0.544px; text-align: left; text-indent: 28px; background-color: #ffffff;">註：以上文字取用自陳希章老師的文章</span></span></p> <p style="text-align: center;"><img decoding="async" class="" data-ratio="0.662148070907195" data-s="300,640" data-type="png" data-w="959" src="http://pic.ipshop.xyz/wx/D8eBc47F8Po.jpg" style="" /></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="letter-spacing: 0.544px; max-width: 100%; font-family: 楷體; font-size: 19px; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="color: #407600; font-family: 楷體; font-size: 14px; letter-spacing: 0.544px; text-align: left; text-indent: 28px; background-color: #ffffff;">圖註：胡浩胡師講課中</span></span></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-indent: 2em; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em;">胡浩老師上課不但風趣幽默，還非常的謙遜，<span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 38px; background-color: #ffffff;">強調自己不懂AI，</span>為了襯托出其它三位老師的牛，更是把自己說的很不牛（說此處我有點小緊張）。最初的大會未安排人工智慧課程，臨近尾聲時<span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 38px; background-color: #ffffff;">從會程中擠出時間加進來，也是</span>考慮到微軟技術大會，缺少了人工智慧的部分，就像品嘗蘇幫菜沒吃到松鼠桂魚的感覺。所以也在同時緊急聯絡了王公子（AI專家，公子不願公佈姓名）、項斌（國內第三位AI方向MVP）、胡浩老師等三位AI的大牛。最後<span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 38px; background-color: #ffffff;">不靠譜的老王去了美國，項斌老師的行程不確定（項老師來了，汪神放鴿子了，群眾的意見很大！），</span></span><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em;">好在有幸請到了靠譜的胡浩老師。胡老師也是人品爆發，不但被我等敬仰，更是深受女同學的愛戴，妖式拿捏並非浪得虛名，胡老師不虛此行。</span></p> <p style="text-align: center;"><img decoding="async" class="" data-ratio="0.5618604651162791" data-s="300,640" data-type="png" data-w="1075" src="http://pic.ipshop.xyz/wx/Lj1lC3jaZ06.jpg" style="" /></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-indent: 0em; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em;"></span><span style="color: #407600; font-family: 楷體; font-size: 14px; letter-spacing: 0.544px; text-align: left; text-indent: 28px; background-color: #ffffff;">圖註：方潔影給胡師按摩，效果還非常的好</span></p> <p style="text-align: justify; text-indent: 34px; max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em;"><span style="max-width: 100%; letter-spacing: 0.544px; text-align: left; background-color: #ffffff; font-family: 楷體; font-size: 19px; text-indent: 2em; box-sizing: border-box !important; overflow-wrap: break-word !important;">大會結束後，大家要與胡浩老師一起合影，胡老師再次謙遜地讓在一邊。從左至右分別是，劉鑫（</span></span><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-align: left; text-indent: 2em;">MVP,C#方向</span><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em; max-width: 100%; text-align: left; box-sizing: border-box !important; overflow-wrap: break-word !important;">）、胡浩（<span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-align: left; text-indent: 38px; background-color: #ffffff;">MVP,多個方向</span>）、潘淳（蘇州.NET俱樂部執行主席</span><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em; max-width: 100%; text-align: left; box-sizing: border-box !important; overflow-wrap: break-word !important;">）、林沂蒙（微軟AI應用科學家）、邢志軍（蘇州.NET群發起人）、王飛</span><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; max-width: 100%; box-sizing: border-box !important; overflow-wrap: break-word !important;">（<span style="max-width: 100%; box-sizing: border-box !important; overflow-wrap: break-word !important;"></span><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-align: left; text-indent: 38px; background-color: #ffffff;">蘇州.NET俱樂部秘書長</span>）。</span></p> <p style="text-align: center;"><img decoding="async" class="" data-ratio="0.6593059936908517" data-s="300,640" data-type="png" data-w="951" src="http://pic.ipshop.xyz/wx/BlMeDGriQtZ.jpg" style="" /></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-indent: 0em; box-sizing: border-box !important; overflow-wrap: break-word !important;"><strong style="letter-spacing: 0.544px; text-indent: 0em; max-width: 100%; color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; background-color: #407600; font-family: 楷體; font-size: 19px; box-sizing: border-box !important; overflow-wrap: break-word !important;">【課程附件】</span></strong><span style="font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em;"></span></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; text-indent: 0em; white-space: normal; background-color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; color: #ff4c41; box-sizing: border-box !important; overflow-wrap: break-word !important;"><strong style="max-width: 100%; color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; color: #ff4c41; font-family: 楷體; font-size: 19px; box-sizing: border-box !important; overflow-wrap: break-word !important;">h</span></strong><strong style="max-width: 100%; color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; color: #ff4c41; font-family: 楷體; font-size: 19px; box-sizing: border-box !important; overflow-wrap: break-word !important;">ttps://github.com/microsoftcommunity/communitysharing/tree/master/20190119-蘇州俱樂部成立暨首次技術交流</span></strong></span></p> <p style="text-align: center;"><img decoding="async" class="" data-ratio="0.4850352112676056" data-s="300,640" data-type="png" data-w="1136" src="http://pic.ipshop.xyz/wx/8NPudWK8KmV.jpg" style="" /></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; color: #407600; font-family: 楷體; font-size: 15px; letter-spacing: 0.544px; text-indent: 34px; box-sizing: border-box !important; overflow-wrap: break-word !important;"><strong style="max-width: 100%; letter-spacing: 0.544px; color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; background-color: #407600; font-size: 19px; box-sizing: border-box !important; overflow-wrap: break-word !important;">【特別贈送】</span></strong></span></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: left; text-indent: 2em; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em; box-sizing: border-box !important; overflow-wrap: break-word !important;">要是還不夠過癮的話，我這還有很多游標老師的珍藏，不過嘛會有個小小的條件哦，趕緊報名加入<span style="max-width: 100%; letter-spacing: 0.544px; box-sizing: border-box !important; overflow-wrap: break-word !important;"> Office 365 專委會</span>。今年我們或在游標老師的帶領下，先把 Office 365 專委會建立起來，需要參加的與我聯絡即可！掃碼文末的二維碼，回覆口號：“</span><span style="max-width: 100%; font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em; background-color: #ff0000; color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;">O365</span><span style="max-width: 100%; font-family: 楷體; font-size: 19px; letter-spacing: 0.544px; text-indent: 2em; box-sizing: border-box !important; overflow-wrap: break-word !important;">”即可！</span></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center; box-sizing: border-box !important; overflow-wrap: break-word !important;"><img decoding="async" class="" data-ratio="0.7488262910798122" data-s="300,640" data-type="png" data-w="852" src="http://pic.ipshop.xyz/wx/3c4YzkBvWmJ.jpg" style="box-sizing: border-box !important; overflow-wrap: break-word !important; visibility: visible !important; width: 677px !important;" /></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; font-family: 楷體; letter-spacing: 0.544px; text-indent: 2em; font-size: 20px; background-color: #407600; color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;">夾岸高山,皆生寒樹。——南朝梁·</span><span style="max-width: 100%; font-family: 楷體; letter-spacing: 0.544px; text-indent: 2em; font-size: 20px; background-color: #407600; color: #ffffff; box-sizing: border-box !important; overflow-wrap: break-word !important;">吳均《與朱元思書》</span></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center; box-sizing: border-box !important; overflow-wrap: break-word !important;"><span style="max-width: 100%; background-color: #407600; color: #ffffff; font-family: 楷體; font-size: 20px; letter-spacing: 0.544px; box-sizing: border-box !important; overflow-wrap: break-word !important;">就做一個有個性，較高階的，Office 技術小品牌~~~</span><br style="max-width: 100%; box-sizing: border-box !important; overflow-wrap: break-word !important;" /></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center; box-sizing: border-box !important; overflow-wrap: break-word !important;"><img decoding="async" class="" data-ratio="0.522189349112426" data-s="300,640" data-type="png" data-w="676" src="http://pic.ipshop.xyz/wx/BZn54D3U8ma.jpg" style="box-sizing: border-box !important; overflow-wrap: break-word !important; visibility: visible !important; width: 676px !important;" /></p> <p style="max-width: 100%; min-height: 1em; letter-spacing: 0.544px; white-space: normal; background-color: #ffffff; text-align: center; box-sizing: border-box !important; overflow-wrap: break-word !important;"> <div class="ct_mpda_wrp" id="js_sponsor_ad_area" style="display: none;"></div> <div class="read-more__area" id="js_more_read_area" style="display: none;"></div> <div class="reward_area tc reward_area_primary" id="js_preview_reward_author" style="display: none;"> <div 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id="js_confirm">推薦</a></div> <div class="weui-dialog__ft" id="educate_btn2" style="display: none;"> <a class="weui-dialog__btn weui-dialog__btn_primary" id="js_acknowledge">我知道了</a></div> </div> </div> <div id="js_unlike_educate" style="display: none;"> <div class="weui-mask"></div> <div class="weui-dialog"> <div class="weui-dialog__bd"> 已取消，“好看”想法已同步刪除</div> <div class="weui-dialog__ft"> <a class="weui-dialog__btn weui-dialog__btn_primary" id="js_unlike_know">知道了</a></div> </div> </div> </div> <div class="like_comment_wrp" id="js_a_like_comment" style="display: none;"> <div class="like_comment_inner"> <div class="like_comment_hd" id="js_like_title" style="display: none;"></div> <div class="like_comment_bd"> <div class="tips_global_primary like_comment_tips"> <i class="weui-icon-success"></i>已推薦到看一看<a class="like_comment_share_link" id="js_a_like_comment_share">和朋友分享想法</a></div> </div> <div class="like_comment_ft"> <span class="like_comment_msg" id="js_a_like_comment_msg" style="visibility: hidden;">最多200字，當前共<span id="js_a_like_current_cnt"></span>字</span><br /> <button class="like_comment_btn" disabled="disabled" id="js_a_like_confirm">傳送</button></div> </div> </div> <div id="js_like_toast" style="display: none;"> <div class="weui-mask_transparent"></div> <div class="weui-toast"> <i class="weui-icon-success-no-circle weui-icon_toast"></i></p> <p class="weui-toast__content" id="js_toast_msg">已傳送</p> </div> </div> <div class="like_comment_primary_pop" id="js_b_comment_panel" style="display: none;"> <div class="like_comment_primary_wrp" id="js_b_wrp"> <div class="like_comment_primary_inner"> <div class="like_comment_primary_hd"> <h4 class="like_comment_primary_title"> 朋友將在看一看看到</h4> <p><button class="like_comment_primary_btn" id="js_b_like_confirm">確定</button></p> </div> <div class="like_comment_primary_bd" id="js_b_comment_text_first"> <span class="tips_global_primary"><br /> 分享你的想法… </span></div> </div> </div> <div class="like_comment_primary_mask" id="js_mask_1"></div> </div> <div id="js_b_comment_final" style="display: none;"> <div class="like_comment_primary_wrp editing" id="js_comment_wrp"> <div class="like_comment_primary_inner"> <div class="like_comment_primary_hd"> <button class="like_comment_primary_cancel" id="js_b_comment_cancel">取消</button></p> <h4 class="like_comment_primary_title"> 分享想法到看一看</h4> <p><button class="like_comment_primary_btn" id="js_b_comment_confirm">確定</button></p> </div> <div class="like_comment_primary_bd"> <textarea class="like_comment_textarea weui-textarea" id="js_b_comment_text_second" placeholder="分享你的想法..."></div> <p><span class="like_comment_msg" id="js_b_like_comment_msg" style="visibility: hidden;">最多200字，當前共<span id="js_b_like_current_cnt"/>字</span></div> </div> <div class="like_comment_primary_mask" id="js_mask_2"/></div> <div id="js_loading" style=" display: none;"> <div class="weui-mask_transparent"/> <div class="weui-toast"> <i class="weui-loading weui-icon_toast"/></p> <p class="weui-toast__content">傳送中</p> </div> </div> <div id="js_fail" style="display:none"> <div class="weui-mask"/> <div class="weui-dialog"> <div class="weui-dialog__bd"> 網路異常，請稍後重試</div> <div class="weui-dialog__ft"> <a class="weui-dialog__btn weui-dialog__btn_primary" href="javascript:;" id="js_fail_inform">知道了</a></div> </div> </div> <div class="weui-desktop-popover weui-desktop-popover_pos-up-center weui-desktop-popover_img-text" id="js_pc_weapp_code" style="display: none;"> <div class="weui-desktop-popover__content"> <div class="weui-desktop-popover__desc"> <img id="js_pc_weapp_code_img"/><br /> 微信掃一掃<br /> 使用小程式<span id="js_pc_weapp_code_des"/></div> </div> </div> <div id="js_minipro_dialog" style="display:none;"> <div class="weui-mask"/> <div class="weui-dialog"> <div class="weui-dialog__bd">即將開啟”<span id="js_minipro_dialog_name"/>“小程式</div> <div class="weui-dialog__ft"> <a class="weui-dialog__btn weui-dialog__btn_default" href="javascript:void(0);" id="js_minipro_dialog_cancel">取消</a><br /> <a class="weui-dialog__btn weui-dialog__btn_primary" href="javascript:void(0);" id="js_minipro_dialog_ok">開啟</a></div> </div> </div> </div> <p></textarea></div> </div> </div> </div> <p>

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