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Track A-1: Cloudera 大數據產品和技術最前沿資訊報告
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Etu Solution
This presentation, by big data guru Bernard Marr, outlines in simple terms what Big Data is and how it is used today. It covers the 5 V's of Big Data as well as a number of high value use cases.
What is Big Data?
What is Big Data?
Bernard Marr
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Big Data Tornado - 2015 台灣 Big Data 企業經典應用案例分享
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Big Data isn't about the size of your data set, it's about what you do with the data you already have.
What is big data?
What is big data?
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美安事業問題與答案 Jr總裁
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A May 2013 market update provided by Chairman and CEO Larry Flick, Prudential Fox & Roach, Realtors
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Rajeev Sajja
These slides cover the final defense presentation for my Doctorate degree. The topic: Analysis of Twitter Messages for Sentiment and Insight for use in Stock Market Decision Making.
These slides cover the final defense presentation for my Doctorate degree. Th...
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This presentation, by big data guru Bernard Marr, outlines in simple terms what Big Data is and how it is used today. It covers the 5 V's of Big Data as well as a number of high value use cases.
What is Big Data?
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Bernard Marr
講師:Etu COO 陳育杰 (Eric Chen)
Big Data Tornado - 2015 台灣 Big Data 企業經典應用案例分享
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Big Data isn't about the size of your data set, it's about what you do with the data you already have.
What is big data?
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David Wellman
美安事業問題與答案 Jr總裁
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These slides cover the final defense presentation for my Doctorate degree. The topic: Analysis of Twitter Messages for Sentiment and Insight for use in Stock Market Decision Making.
These slides cover the final defense presentation for my Doctorate degree. Th...
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UrCosme2016年1月熱門關注焦點 (區分臉部保養、化妝產品、美體健康、美髮美甲) 本月熱門關注品牌—瞭解本月品牌受關注表現(誰成長的多、由甚麼SKU帶動和誰須注意關注量衰退的狀況)。 新品SKU指數表現(近2個月上市之商品於2016/1月的表現))—了解當紅新品表現,幫助品牌抓住最即時的訴求趨勢。
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劉家宏 (Chia-Hung Liu) 華聯生物科技股份有限公司 研發部副理 畢業於台大生醫電子與資訊學研究所,目前於華聯生技擔任數據分析部門主管,進行高通量分析流程及軟體開發,於元智大學資工系擔任兼任助理教授,曾於美國麻省理工與哈佛博德研究所、歐洲分子生物實驗室及中研院使用資料科學方法進行疾病研究、檢測標記開發及新藥開發。
資料科學於預防醫學之應用
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It's not only about fans and follower number. Interaction and Engagement rate are important key for brand facebook and twitter account. Understand your fans/follower can help you maximize your account. You can monitor your competitor too!
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潘美連 (Mei-Lien Pan) 台灣醫學資訊學會祕書長 潘美連2001年畢業於陽明大學公共衛生研究所,取得碩士學位;2013年取得博士學位。目前是台灣醫學資訊學會秘書長,並曾經在2009-2013年擔任台灣健康產業整合協會秘書長,也是該會的創會秘書長,積極參與各項醫學資訊的推廣與研究工作。她同時也是台北護理健康大學兼任助理教授,主要教授醫學資訊概論、健康照護資料處理、資料倉儲等課程。主要研究興趣包含健康照護資料處理與分析、醫學資訊與標準、公共衛生。
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Chang Chiao Hui
5分鐘簡報輕鬆學系列 提案規劃常常做現況分析調查,要找出問題點並作為後面提案的切入點 ‣ 將其中的重點標示出來,並搭配相關照片加深印象、提高說服力 。 更多企劃與簡報技巧都在 iKome 企劃誌 http://www.ikome.co/
5分鐘簡報輕鬆學系列-問題現況視覺呈現法
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kome chang
簡述大數據及其現在與將來
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何謂大數據
kngchn
試問:生病看醫生時,醫生若能對照病人的基因體,是否能提供更精準的治療?但每個人都有4百多萬個變異點,到底那個才是跟疾病相關的呢? [用DNA看世界系列] 總覺得世界上發生一些事件是因為人們的無知或私心而造成的,譬如之前轉貼過的 momondo 的 The DNA Journey [1],藉由 DNA 的分析化解人種間的歧視或誤解。但有時還是會看到新聞說發生族群或宗教而進行種族淨化 (Ethnic Cleansing) [2,3],相信將 DNA 攤開,全世界都是一家人,試問,你還會對你的家人做出這麼殘忍的事嗎? 前陣子因為 蔣宗哲 教授的邀約,叫我準備個題目跟高中生分享,我就在想可以用 DNA 來講什麼故事,希望能帶給高中生一些不同的體驗或看法,所以回想一下我高中時代,除了籃球和聯誼外,還有什麼回憶。其實,高中時代晚上在 K 書時都會聽廣播,有一次聽到一個高中生 Call-In 進來說他是同志,來自父母和同學們的壓力,不知道該怎麼辦?那時候的教育與學到的知識,會把同志與 AIDS 畫上等號,所以那時覺得他生病了。現在,我覺得這是不對!尤其上個月發生美國11州告歐巴馬政府[4],因為頒布了「跨性別廁所使用指南」,要求全國各級學校讓跨性別學生「依自己所認定的性別」來使用公共廁所,而不是依照出生時的「生理性別」。而上週又發生奧蘭多槍擊同志酒吧事件[5],只因為看到同志在街上親吻。我們的世界不能再發生這類的事了,所以我就想挑戰一下這個議題。 我想用 DNA 來解釋同性戀其實跟其它疾病一樣,都是因為 DNA 上一些變異點造成的,所以只要找到有論文提出這類的證據,這樣的功德圓滿了。但很不幸的,可能對這個領域還不熟,沒有找到直接的證據說同性戀是因為那個或那些基因上有變異而造成的。所以我試著用其它證據來說明,第一個要挑戰的是人類就只有異性戀和同性戀兩種嗎?答案當然不是,性學專家金賽博士早在1948年就提出了「金賽量表」(Kinsey Scale)[6],明確定義出 7 種類型,認為每個人都有一定程度的同性戀/雙性戀傾向,差別只是在於程度上的問題。根據當時統計,20至35歲的白人男性中,有11.6%在這個年齡階段時性取向為「等級3-異性戀與同性戀傾向相同」。所以,從心理層面來分,這是個多類別分類的問題,而非二分法,我甚至覺得這個問題是該做 regression,而非 classification。 第二個想要挑戰的是大家用性染色體來區分男性 (XY) 與女性 (XX),也可以簡單地判斷是否有 Y 染色體來分辦,有 Y 就是男性,沒有 Y 就是女性。但事實上是否這個單純呢? 這個就好玩了,找到一篇 2015 年在 Nature 發表的論文 [7],標題叫 「Sex redefined」,內容提到一位 46 歲懷孕的婦女身體內卻有 Y 染色體,進一步再歸納出就染色體來分類,也可以分為 7 個類別,所以大家習慣的傳統性別分類其實大粗糙了。 所以,若美國11州要告政府通過跨性別廁所使用問題,那我也可以去控告那11州,他們沒有未其它 5 類的性別準備好廁所給他們使用,因為要分成 7 種類型的廁所才完全不會互相干擾、造成心理上的不適。您說是嗎? 雖然這次分享,同學們有點不給面子的睡到流口水,只有在贈送小禮物問答時候才活過來,但我覺得我己經盡我所能地提供不同面向的看法,傳遞給同學生。相信我下次可以講得更好,有興趣的朋友可以參考我的投影片,更歡迎大家給我指教,讓世界變得更美好。 PS: 其實這次分享最怕的是有同學因為聽完我的分享後,就回家跟父母親直接講說他/她是同性戀。若可以,我更希望跟學生家長分享這次演講內容。 [1] http://www.momondo.tw/ins…/dna-journey-celebrate-diversity/… [2] http://www.ettoday.net/news/20140809/387803.htm [3] http://www.appledaily.com.tw/realtimenews/…/20151211/750876/ [4] http://www.appledaily.com.tw/realtimenews/…/20160526/870840/ [5] https://tw.news.yahoo.com/%E5%A5%A7%E8%98%AD%E5%A4%9A%E6%A7… [6] https://zh.wikipedia.org/…/%E9%87%91%E8%B3%BD%E9%87%8F%E8%A… [7] http://www.nature.com/news/sex-redefined-1.16943
翻轉醫療-人類基因大數據解密
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Presentation on Twitter Basics, Best Practices and Strategies for Public Relations by Ogilvy PR's 360 Digital Influence team.
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guestfd8f1
講者:Informatica 資深產品顧問 | 尹寒柏 議題簡介:Big Data 時代,比的不是數據數量,而是了解數據的深度。現在,因為 Big Data 技術的成熟,讓非資訊背景的 CXO 們,可以讓過去像是專有名詞的 CI (Customer Intelligence) 變成動詞,從 BI 進入 CI,更連結消費者經濟的脈動,洞悉顧客的意圖。不過,有個 Big Data 時代要 注意的思維,那就是競爭到最後,不單只是看數據量的增長,還要比誰能更了解數據的深度。而 Informatica 正是這個最佳解決的答案。我們透過 Informatica 解決在企業及時提供可信賴數據的巨大壓力;同時隨著日益增高的數據量和複雜程度,Informatica 也有能力提供更快速彙集數據技術,從而讓數據變的有意義並可供企業用來促進效率提升、完善品質、保證確定性和發揮優勢的功能。Inforamtica 提供了更為快速有效地實現此目標的方案,是精誠集團在 Big Data 時代的最佳工具。
Big Data Taiwan 2014 Track2-2: Informatica Big Data Solution
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HPX Campus 44 使用的投影片,分享內容包含: 什麼是網路分析(Web Analytics)? •分析的原理 •有什麼可以分析? •有什麼不能分析? •分析如何結合產品開發? •分析師的特質歸納 •學習資源分享
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兩年前我們為大家簡單介紹過 Hadoop。兩年之後,Hadoop 不只本身有著蠻大的改變,整個 Hadoop Ecosystem也不斷開枝散葉,衍生出許多新的子計畫,與現有的 IT 系統整合的更為密切,同時也激發出大家的創意,透過其他不同的想法與作法,共同面對 Big Data 這個議題。演講內容涵蓋: 0. 前情提要 - Hadoop 簡介 1. 進擊的 Hadoop - Hadoop 2.x 的改進 2. Hadoop 家族 - Hadoop 家庭裡的大咖 3. Hadoop 戰隊 - 出名的 Hadoop Distribution 4. Hadoop 富二代 - 新一代的 Hadoop 相關技術 5. Hadoop 小圈圈 - Hadoop 的派系之爭 6. 喝咖啡騎大象的行前建議
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my working summary as data platform & application leader at vipshop
唯品会大数据实践 Sacc pub
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Contenu connexe
En vedette
Slides for my tutorial at OSCON 2012 http://goo.gl/fpxVE
The Art of Social Media Analysis with Twitter & Python
The Art of Social Media Analysis with Twitter & Python
Krishna Sankar
3489次行政院會:報4 教育部 校園食材登錄(m)
3489次行政院會:報4 教育部 校園食材登錄(m)
3489次行政院會:報4 教育部 校園食材登錄(m)
releaseey
计划3月22日讲。思路还在整理。
思维的片段 有动画
思维的片段 有动画
Lanhui Ou
UrCosme2016年1月熱門關注焦點 (區分臉部保養、化妝產品、美體健康、美髮美甲) 本月熱門關注品牌—瞭解本月品牌受關注表現(誰成長的多、由甚麼SKU帶動和誰須注意關注量衰退的狀況)。 新品SKU指數表現(近2個月上市之商品於2016/1月的表現))—了解當紅新品表現,幫助品牌抓住最即時的訴求趨勢。
UrCosme2016/2月熱門關注和新品分析_CMRI美妝行銷總研
UrCosme2016/2月熱門關注和新品分析_CMRI美妝行銷總研
i-TRUE Communications Inc.
劉家宏 (Chia-Hung Liu) 華聯生物科技股份有限公司 研發部副理 畢業於台大生醫電子與資訊學研究所,目前於華聯生技擔任數據分析部門主管,進行高通量分析流程及軟體開發,於元智大學資工系擔任兼任助理教授,曾於美國麻省理工與哈佛博德研究所、歐洲分子生物實驗室及中研院使用資料科學方法進行疾病研究、檢測標記開發及新藥開發。
資料科學於預防醫學之應用
資料科學於預防醫學之應用
台灣資料科學年會
包含: web log processing clickstream data recommender systems personalized recommendation
電子商務資料分析 上課投影片
電子商務資料分析 上課投影片
Ethan Yin-Hao Tsui
It's not only about fans and follower number. Interaction and Engagement rate are important key for brand facebook and twitter account. Understand your fans/follower can help you maximize your account. You can monitor your competitor too!
Brand Digital Asset Analysis (Facebook FansPage & Twitter)
Brand Digital Asset Analysis (Facebook FansPage & Twitter)
Master of Business Administration SBM-ITB
潘美連 (Mei-Lien Pan) 台灣醫學資訊學會祕書長 潘美連2001年畢業於陽明大學公共衛生研究所,取得碩士學位;2013年取得博士學位。目前是台灣醫學資訊學會秘書長,並曾經在2009-2013年擔任台灣健康產業整合協會秘書長,也是該會的創會秘書長,積極參與各項醫學資訊的推廣與研究工作。她同時也是台北護理健康大學兼任助理教授,主要教授醫學資訊概論、健康照護資料處理、資料倉儲等課程。主要研究興趣包含健康照護資料處理與分析、醫學資訊與標準、公共衛生。
健康資料分析與應用
健康資料分析與應用
台灣資料科學年會
大數據一書個人閱讀筆記
大數據
大數據
Chang Chiao Hui
5分鐘簡報輕鬆學系列 提案規劃常常做現況分析調查,要找出問題點並作為後面提案的切入點 ‣ 將其中的重點標示出來,並搭配相關照片加深印象、提高說服力 。 更多企劃與簡報技巧都在 iKome 企劃誌 http://www.ikome.co/
5分鐘簡報輕鬆學系列-問題現況視覺呈現法
5分鐘簡報輕鬆學系列-問題現況視覺呈現法
kome chang
簡述大數據及其現在與將來
何謂大數據
何謂大數據
kngchn
試問:生病看醫生時,醫生若能對照病人的基因體,是否能提供更精準的治療?但每個人都有4百多萬個變異點,到底那個才是跟疾病相關的呢? [用DNA看世界系列] 總覺得世界上發生一些事件是因為人們的無知或私心而造成的,譬如之前轉貼過的 momondo 的 The DNA Journey [1],藉由 DNA 的分析化解人種間的歧視或誤解。但有時還是會看到新聞說發生族群或宗教而進行種族淨化 (Ethnic Cleansing) [2,3],相信將 DNA 攤開,全世界都是一家人,試問,你還會對你的家人做出這麼殘忍的事嗎? 前陣子因為 蔣宗哲 教授的邀約,叫我準備個題目跟高中生分享,我就在想可以用 DNA 來講什麼故事,希望能帶給高中生一些不同的體驗或看法,所以回想一下我高中時代,除了籃球和聯誼外,還有什麼回憶。其實,高中時代晚上在 K 書時都會聽廣播,有一次聽到一個高中生 Call-In 進來說他是同志,來自父母和同學們的壓力,不知道該怎麼辦?那時候的教育與學到的知識,會把同志與 AIDS 畫上等號,所以那時覺得他生病了。現在,我覺得這是不對!尤其上個月發生美國11州告歐巴馬政府[4],因為頒布了「跨性別廁所使用指南」,要求全國各級學校讓跨性別學生「依自己所認定的性別」來使用公共廁所,而不是依照出生時的「生理性別」。而上週又發生奧蘭多槍擊同志酒吧事件[5],只因為看到同志在街上親吻。我們的世界不能再發生這類的事了,所以我就想挑戰一下這個議題。 我想用 DNA 來解釋同性戀其實跟其它疾病一樣,都是因為 DNA 上一些變異點造成的,所以只要找到有論文提出這類的證據,這樣的功德圓滿了。但很不幸的,可能對這個領域還不熟,沒有找到直接的證據說同性戀是因為那個或那些基因上有變異而造成的。所以我試著用其它證據來說明,第一個要挑戰的是人類就只有異性戀和同性戀兩種嗎?答案當然不是,性學專家金賽博士早在1948年就提出了「金賽量表」(Kinsey Scale)[6],明確定義出 7 種類型,認為每個人都有一定程度的同性戀/雙性戀傾向,差別只是在於程度上的問題。根據當時統計,20至35歲的白人男性中,有11.6%在這個年齡階段時性取向為「等級3-異性戀與同性戀傾向相同」。所以,從心理層面來分,這是個多類別分類的問題,而非二分法,我甚至覺得這個問題是該做 regression,而非 classification。 第二個想要挑戰的是大家用性染色體來區分男性 (XY) 與女性 (XX),也可以簡單地判斷是否有 Y 染色體來分辦,有 Y 就是男性,沒有 Y 就是女性。但事實上是否這個單純呢? 這個就好玩了,找到一篇 2015 年在 Nature 發表的論文 [7],標題叫 「Sex redefined」,內容提到一位 46 歲懷孕的婦女身體內卻有 Y 染色體,進一步再歸納出就染色體來分類,也可以分為 7 個類別,所以大家習慣的傳統性別分類其實大粗糙了。 所以,若美國11州要告政府通過跨性別廁所使用問題,那我也可以去控告那11州,他們沒有未其它 5 類的性別準備好廁所給他們使用,因為要分成 7 種類型的廁所才完全不會互相干擾、造成心理上的不適。您說是嗎? 雖然這次分享,同學們有點不給面子的睡到流口水,只有在贈送小禮物問答時候才活過來,但我覺得我己經盡我所能地提供不同面向的看法,傳遞給同學生。相信我下次可以講得更好,有興趣的朋友可以參考我的投影片,更歡迎大家給我指教,讓世界變得更美好。 PS: 其實這次分享最怕的是有同學因為聽完我的分享後,就回家跟父母親直接講說他/她是同性戀。若可以,我更希望跟學生家長分享這次演講內容。 [1] http://www.momondo.tw/ins…/dna-journey-celebrate-diversity/… [2] http://www.ettoday.net/news/20140809/387803.htm [3] http://www.appledaily.com.tw/realtimenews/…/20151211/750876/ [4] http://www.appledaily.com.tw/realtimenews/…/20160526/870840/ [5] https://tw.news.yahoo.com/%E5%A5%A7%E8%98%AD%E5%A4%9A%E6%A7… [6] https://zh.wikipedia.org/…/%E9%87%91%E8%B3%BD%E9%87%8F%E8%A… [7] http://www.nature.com/news/sex-redefined-1.16943
翻轉醫療-人類基因大數據解密
翻轉醫療-人類基因大數據解密
Chung-Tsai Su
Presentation on Twitter Basics, Best Practices and Strategies for Public Relations by Ogilvy PR's 360 Digital Influence team.
Ogilvy PR 360 DI Twitter Webinar
Ogilvy PR 360 DI Twitter Webinar
guestfd8f1
講者:Informatica 資深產品顧問 | 尹寒柏 議題簡介:Big Data 時代,比的不是數據數量,而是了解數據的深度。現在,因為 Big Data 技術的成熟,讓非資訊背景的 CXO 們,可以讓過去像是專有名詞的 CI (Customer Intelligence) 變成動詞,從 BI 進入 CI,更連結消費者經濟的脈動,洞悉顧客的意圖。不過,有個 Big Data 時代要 注意的思維,那就是競爭到最後,不單只是看數據量的增長,還要比誰能更了解數據的深度。而 Informatica 正是這個最佳解決的答案。我們透過 Informatica 解決在企業及時提供可信賴數據的巨大壓力;同時隨著日益增高的數據量和複雜程度,Informatica 也有能力提供更快速彙集數據技術,從而讓數據變的有意義並可供企業用來促進效率提升、完善品質、保證確定性和發揮優勢的功能。Inforamtica 提供了更為快速有效地實現此目標的方案,是精誠集團在 Big Data 時代的最佳工具。
Big Data Taiwan 2014 Track2-2: Informatica Big Data Solution
Big Data Taiwan 2014 Track2-2: Informatica Big Data Solution
Etu Solution
HPX Campus 44 使用的投影片,分享內容包含: 什麼是網路分析(Web Analytics)? •分析的原理 •有什麼可以分析? •有什麼不能分析? •分析如何結合產品開發? •分析師的特質歸納 •學習資源分享
優化宅的日常-數據分析篇
優化宅的日常-數據分析篇
Wanju Wang
A beginner's guide to Twitter.
The Twitter Tutorial
The Twitter Tutorial
David Griner
兩年前我們為大家簡單介紹過 Hadoop。兩年之後,Hadoop 不只本身有著蠻大的改變,整個 Hadoop Ecosystem也不斷開枝散葉,衍生出許多新的子計畫,與現有的 IT 系統整合的更為密切,同時也激發出大家的創意,透過其他不同的想法與作法,共同面對 Big Data 這個議題。演講內容涵蓋: 0. 前情提要 - Hadoop 簡介 1. 進擊的 Hadoop - Hadoop 2.x 的改進 2. Hadoop 家族 - Hadoop 家庭裡的大咖 3. Hadoop 戰隊 - 出名的 Hadoop Distribution 4. Hadoop 富二代 - 新一代的 Hadoop 相關技術 5. Hadoop 小圈圈 - Hadoop 的派系之爭 6. 喝咖啡騎大象的行前建議
Hadoop, the Apple of Our Eyes (這些年,我們一起追的 Hadoop)
Hadoop, the Apple of Our Eyes (這些年,我們一起追的 Hadoop)
Kuo-Chun Su
講師:Dell Enterprise Technologist 李俊邦 (CP Li)
Track B-3 解構大數據架構 - 大數據系統的伺服器與網路資源規劃
Track B-3 解構大數據架構 - 大數據系統的伺服器與網路資源規劃
Etu Solution
my working summary as data platform & application leader at vipshop
唯品会大数据实践 Sacc pub
唯品会大数据实践 Sacc pub
Chao Zhu
En vedette
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The Art of Social Media Analysis with Twitter & Python
The Art of Social Media Analysis with Twitter & Python
3489次行政院會:報4 教育部 校園食材登錄(m)
3489次行政院會:報4 教育部 校園食材登錄(m)
思维的片段 有动画
思维的片段 有动画
UrCosme2016/2月熱門關注和新品分析_CMRI美妝行銷總研
UrCosme2016/2月熱門關注和新品分析_CMRI美妝行銷總研
資料科學於預防醫學之應用
資料科學於預防醫學之應用
電子商務資料分析 上課投影片
電子商務資料分析 上課投影片
Brand Digital Asset Analysis (Facebook FansPage & Twitter)
Brand Digital Asset Analysis (Facebook FansPage & Twitter)
健康資料分析與應用
健康資料分析與應用
大數據
大數據
5分鐘簡報輕鬆學系列-問題現況視覺呈現法
5分鐘簡報輕鬆學系列-問題現況視覺呈現法
何謂大數據
何謂大數據
翻轉醫療-人類基因大數據解密
翻轉醫療-人類基因大數據解密
Ogilvy PR 360 DI Twitter Webinar
Ogilvy PR 360 DI Twitter Webinar
Big Data Taiwan 2014 Track2-2: Informatica Big Data Solution
Big Data Taiwan 2014 Track2-2: Informatica Big Data Solution
優化宅的日常-數據分析篇
優化宅的日常-數據分析篇
The Twitter Tutorial
The Twitter Tutorial
Hadoop, the Apple of Our Eyes (這些年,我們一起追的 Hadoop)
Hadoop, the Apple of Our Eyes (這些年,我們一起追的 Hadoop)
Track B-3 解構大數據架構 - 大數據系統的伺服器與網路資源規劃
Track B-3 解構大數據架構 - 大數據系統的伺服器與網路資源規劃
唯品会大数据实践 Sacc pub
唯品会大数据实践 Sacc pub
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