W01 --本週課目標題--

2024-02-20-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


參考: 陳寬裕Youtube結構方程模型分析實務:SPSS與SmartPLS的運用 | When to use, how to read PLS-SEM (Romi介紹的) | [html] |
網頁: Web Page
軟體: Software
練習: Exc#1 | Exc#2 |
作業: (2024-05-21)要報告 W14 | 相關的 [圖表研讀] |


同學: 甘比亞來的 Augistine (後排左起第4), 和Patric . | BusizPlan Augustine

W02 --本週課目標題--

2024-02-27-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


Present by: Max 8. Are accounting choices for intangible assets informative or opportunistic? Evidence from Poland. [pptx] , | [PDF]
Present by: Patrix 12. Wht we know about the trends, prospects, and challenges of human resource outsourcing: A systematic Literature review. [pptx] , | [PDF]

  • Max Presentation:
    Max
    問題涉及到會計學的一個研究主題,即無形資產的會計政策選擇是基於資訊披露的動機還是操縱利潤的動機。 我會嘗試為您簡要地解釋這句話的意思,並提供一些資料鏈接,供您進一步了解。
    無形資產是指無法觸摸或看見,但能夠為企業帶來經濟效益的資產,如商譽、專利權、商標權、版權等。 無形資產的會計處理通常涉及到一些會計政策的選擇,如資本化或費用化、減值測試或攤銷、減值金額或攤銷年限等。 這些會計政策的選擇會影響企業的財務報表,如資產負債表、損益表、現金流量表等,進而影響企業的績效評價、信用評級、市場價值等。
    Intangible assets refer to assets that cannot be touched or seen, but can bring economic benefits to the enterprise, such as goodwill, patent rights, trademark rights, copyrights, etc. The accounting treatment of intangible assets usually involves the selection of some accounting policies, such as capitalization or expense, impairment test or amortization, impairment amount or amortization period, etc. The choice of these accounting policies will affect the company's financial statements, such as balance sheet, profit and loss statement, cash flow statement, etc., and then affect the company's performance evaluation, credit rating, market value, etc.

    因此,無形資產的會計政策選擇可能有兩種不同的動機,一種是資訊披露information disclosure的動機,一種是操縱利潤的動機。 資訊披露的動機是指企業選擇能夠反映其真實經營狀況和無形資產價值的會計政策,以便向投資者和其他利益相關者提供準確和完整的資訊,提高企業的透明度和信譽。 操縱利潤的動機是指企業選擇能夠調整其利潤水平和變動性的會計政策,以便達到其自身的利益目標,如避免損失、增加獎金、降低稅負等。
    Therefore, the choice of accounting policy for intangible assets may have two different motivations, one is the motivation for information disclosure, and the other is the motivation for profit manipulation. The motivation for information disclosure refers to companies choosing accounting policies that can reflect their true operating conditions and the value of intangible assets in order to provide investors and other stakeholders with accurate and complete information and improve the company's transparency and credibility. The motivation to manipulate profits means that companies choose accounting policies that can adjust their profit levels and variability in order to achieve their own interests, such as avoiding losses, increasing bonuses, reducing tax burdens, etc. 這句話的意思是,無形資產的會計政策選擇是基於資訊披露的動機還是操縱利潤的動機,這是一個值得研究的問題,因為它涉及到企業的會計行為和市場反應的關係,以及會計準則和監管機制的作用。 這個問題的答案可能取決於不同的情境因素,如企業的無形資產比例、市場競爭程度、會計準則的靈活性、監管機制的嚴格性等。

    參考資料
    1.維基百科無形資產
    2.知乎無形資產的會計處理
    3.中國知網無形資產的會計政策選擇對企業價值的影響

    - Three alternative, not mutually exclusive, perspectives on accounting method choice are efficient contracting, opportunistic behavior, and information perspective 關於會計方法選擇的三種替代而非相互排斥的觀點是有效契約、機會主義行為和資訊觀點
    - (Watts & Zimmerman, 1986), The first two perspectives are the core of PAT which seeks to explain and predict managers’ choices of accounting methods. (Deegan, 2014, p. 323). PAT considers firms as a nexus of contracts between various self-interested individuals within and outside the firm and explains how financial accounting can be used to minimize the cost implications associated with each contracting party operating in their own self-interest

    (Holthausen, 1990). In contrast, the information perspective suggests that the accounting choices provide information about the firm’s future cash flows

    (Fields et al., 2001). In this perspective, accounting provides an avenue through which better-informed managers disseminate privately held information to less-well-informed investors
    (Watts & Zimmerman,1986),前兩個視角是 PAT 的核心,旨在解釋和預測管理者對會計方法的選擇。
    (Deegan,2014 年,第 323 頁)。 PAT 將公司視為公司內外各種自利個人之間合約的紐帶,並解釋瞭如何使用財務會計來最大限度地減少與每個締約方出於自身利益而運營相關的成本影響
    (霍爾索森,1990)。 相反,資訊視角表明會計選擇提供了有關公司未來現金流量的信息
    (菲爾茲等人,2001)。 從這個角度來看,會計提供了一種途徑,消息靈通的管理者可以透過該途徑向消息靈通的投資者傳播私人持有的訊息


    However, the actions of managers in a growth firm are more difficult for shareholders to supervise and monitor. Previous research confirms that growth firms are more likely to use incentive compensation schemes that tie management compensation to measures of firm performance (Smith & Watts, 1986), Despite many contradictory findings, opportunistic incentives are still the starting point for much research on accounting choice and earnings management. Three key hypotheses developed in the PAT literature are the
    political cost hypothesis, the debt hypothesis, and the bonus plan hypothesis. Despite many contradictory findings, opportunistic incentives are still the starting point for much research on accounting choice and earnings management. Three key hypotheses developed in the PAT literature are the

    political cost hypothesis, the debt hypothesis, and the bonus plan hypothesis. To mitigate this type of problem, this study investigates accounting policies only for intangible assets and links them to the market-to-book ratio, which indicates the intangible nature of a company.
    In line with the PAT political cost hypothesis that large firms prefer a less aggressive income strategy, the first hypothesis is formulated as follows: H1: Managers of larger firms prefer a less aggressive income strategy regarding intangible assets 然而,成長型公司經理人的行為對於股東來說更難以監督和監督。 先前的研究證實,成長型公司更有可能使用激勵性薪酬計劃,將管理階層薪酬與公司績效衡量標準連結起來(Smith & Watts,1986), 儘管有許多相互矛盾的發現,但機會主義激勵仍然是會計選擇和盈餘管理方面許多研究的起點。 PAT 文獻中提出的三個關鍵假設是
    政治成本假說、債務假說和獎金計畫假說。
    儘管有許多相互矛盾的發現,但機會主義激勵仍然是會計選擇和盈餘管理方面許多研究的起點。 PAT 文獻中提出的三個關鍵假設是
    政治成本假說、債務假說和獎金計畫假說。
    為了緩解此類問題,本研究僅調查無形資產的會計政策,並將其與市帳率(顯示公司的無形性質)連結起來。
    根據 PAT 政治成本假設,即大公司偏好較不激進的收入策略,第一個假設表述如下:
    H1:大公司的管理者更喜歡針對無形資產採取較不激進的收入策略
    Financing business activities with debt produces a conflict of interest between the firm’s stockholders and bondholders.
    Smith and Warner (1979) describe primary sources of this conflict as dividend payment, claim dilution, asset substitution, and underinvestment.
    In regard to intangible assets, Aboody and Lev (1998) provide evidence that more leveraged US firms tend to capitalize software costs more aggressively A similar relationship was found with a German sample (Dinh et al., 2016). These findings are not confirmed in the case of R&D in France, where no significant difference in leverage between firms with aggressive accounting policy (capitalizers) and those with conservative accounting policy (expensers) was found (Cazavan-Jeny et al., 2011)
    However, one must notice that leverage is a proxy measure for the closeness to breaching debt covenants, which is often unknown to outsiders. Although there is some evidence that leverage is a good surrogate for proximity to accounting constraints (Press & Weintrop, 1990), results may be sensitive to the measure of leverage used and vary between different types of covenants.
    Assuming opportunistic behavior of the managers, the second hypothesis is as follows:
    H2: Managers of highly leveraged firms prefer a more aggressive income strategy regarding intangible assets 然而,成長型公司管理者的行為是透過債務為業務活動融資,從而在公司股東和債券持有人之間產生利益衝突。
    Smith 和 Warner (1979) 將這種衝突的主要根源描述為股利支付、債權稀釋、資產替代和投資不足。
    關於無形資產,Aboody 和 Lev(1998)提供的證據表明,槓桿率較高的美國公司傾向於更積極地資本化軟體成本
    德國樣本也發現了類似的關係(Dinh 等,2016)。 這些發現在法國的研發案例中並未得到證實,在法國,採用激進會計政策(資本化者)和採用保守會計政策(支出者)的公司之間的槓桿率沒有顯著差異(Cazavan-Jeny 等,2011)
    然而,必須注意的是,槓桿率是衡量違反債務契約的程度的一項代理指標,而外界往往不知道這一點。 儘管有一些證據表明槓桿是接近會計限制的良好替代指標(Press & Weintrop,1990),但結果可能對所使用的槓桿衡量標準敏感,並且在不同類型的契約之間存在差異。
    假設管理者有機會主義行為,第二個假設如下:

    H2:高槓桿企業的管理者更傾向於針對無形資產採取更積極的收入策略
    $million
    credit debit
    ----------- ------------
    100 cash 100 Bank loan
    50%
    100 tangible asset 100 capital

    0 intangible asset 0 Shareholders' equity
    ----------- ------------
    200 200


    PAT predicts that if managers’ compensation is related to accounting numbers, there are strong incentives for self-interested managers to choose income-increasing accounting policy. In this setting, managers act opportunistically when maximizing their own wealth at the expense of the stockholders Researchers must often use proxy measures for management compensation plans when testing the bonus plan hypothesis because, in many countries, companies do not disclose sufficient information in their annual reports.
    They assess compensation level in comparison to various performance measures, such as sales, assets, or earnings. Higher compensation, especially compared to a particular performance measure, increases the need for its justification, which creates stronger incentives to inflate earnings. Based on the above arguments, the following hypothesis is formulated:

    H3: Managers with a high compensation-to-sales ratio prefer a more aggressive income strategy regarding intangible assets. PAT預測,如果管理者的薪酬與會計數字相關,那麼自私的管理者就會有強烈的動機選擇增加收入的會計政策。 在這種情況下,管理者會採取投機行為,以犧牲股東利益為代價來最大化自己的財富
    研究人員在檢驗獎金計畫假設時必須經常使用管理階層薪酬計畫的代理衡量標準,因為在許多國家,公司在年度報告中沒有揭露足夠的資訊。
    他們會與各種績效指標(例如銷售額、資產或收益)進行比較來評估薪酬水準。 更高的薪酬,尤其是與特定績效衡量標準相比,增加了對其合理性的需求,從而產生了更強烈的誇大收入的動機。 基於上述論點,提出以下假設:

    H3:薪酬與銷售額比率高的管理者更傾向於在無形資產方面採取更積極的收入策略。
    到15 沒有提 variable 沒提independent dependent (regression 分析用)
    table5: univariate test 單變量檢驗
    table7:
    table10: 不知跟那個Hypo相關?
    table11: 分AB是用 lower and higher bookvalue

    Findings of the present study are in line with Windisch (2021), who finds that discretionary accruals are informative about firms’ future economic prospects, especially in a low enforcement environment
    本研究的結果與 Windisch (2021) 一致,後者發現可自由支配的應計費用可以為企業未來的經濟前景提供信息,尤其是在執法力度較低的環境中

    Despite many concerns about managerial self-interest, Dinh et al. (2019) find that managerial discretion is not used opportunistically, even for real activities, which is much more difficult to detect than accounting choices
    儘管對管理層自身利益存在許多擔憂,Dinh 等人。 (2019)發現,即使對於實際活動,管理自由裁量權也不會被機會主義地使用,這比會計選擇更難檢測

    Political Cost Hypothesis (by Bing-Copilot。)

    關於會計學的一個理論假設:政治成本假設(political cost hypothesis),這是一個用來解釋企業會計政策選擇的動機的假設。 我會嘗試為您簡要地介紹這個假設的內容和意義,並提供一些資料鏈接,供您進一步了解。

    政治成本假設的基本思想是,企業的會計數據會影響政府和社會對企業的監管和評價,因此企業會根據自身的利益,選擇那些能夠降低政治成本的會計政策。 政治成本是指企業因為其會計數據而面臨的政策限制、稅收支出、社會責任等負擔。 政治成本假設預測,企業的規模越大,其政治成本越高,因此大企業會傾向於選擇那些能夠降低當期報告盈餘的會計政策,以避免引起政府和社會的關注和干預。

    政治成本假設是一個具有重要意義的理論假設,它可以幫助我們理解企業會計政策選擇的影響因素和經濟後果,以及會計準則和監管機制的作用和效果。 政治成本假設也是實證會計研究的一個重要主題,許多學者通過不同的方法和數據,對這個假設進行了檢驗和驗證,並得到了不同的結論和發現。

    以上是我對您問題的回答,希望對您有所幫助。 如果您還有其他問題,歡迎繼續提問。 blush
    參考資料
    1:MBA智库百科 政治成本
    2: Taxes and Firm Size: Political Cost or Political Power?
    3: POLITICAL COSTS HYPOTHESIS Definition

  • Patrix Presentation:
    HBO的 Meta Analysis論文,very inspired. 請詳看Patrik的報告
    像LinkedIn 就是 HRO的好來源
    Division of labor 分工
    Reyner: center of HR department, in Europe.
    ACP: 承包林口興業的內勤工作,就是一種HBO,符合潮流的趨勢。Run by the system+HBO
    李教授說:3/19見

W03 --本週課目標題--

2024-03-05-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


W04 --本週課目標題--

2024-03-12-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


W05 --本週課目標題--

2024-03-19-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


Present by: Tifany 2. topic, | [PDF]
Present by: Romi 13. topic, | [PDF]

W06 --本週課目標題--

2024-03-26-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


W07 --本週課目標題--

2024-04-02-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


W08 --本週課目標題--

2024-04-09-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


Present by: Reyner THE EFFECT OF BUSINESS MODEL INNOVATION ON SME’S INTERNATIONAL PERFORMANCE: THE CONTINGENT ROLES OF FOREIGN INSTITUTIONAL VOIDS AND ENTREPRENEURIAL ORIENTATION, | [PDF]
Present by: Joe周子懿 From open business model to ecosystem business model: A processes view, | [PDF]

W09 --本週課目標題--

2024-04-16-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


Present by: Augustine 9. THE DEEP ROOTS OF CROSS-CULTURAL DIFFERENCES IN ORGANIZATIONAL BEHAVIOUR: DO HUMAN RESOURCE MANAGEMENT EDUCATION HAS TO RESPECT THEM?, | [PDF]
Present by: Jacky Chen 10. ESG rating disagreement and corporate innovation , | [PDF]
    Dr.Chen (Asociate Professor)來presentaion講 AI and Language learning
    Google grama extention.
    AI and Me: Grammarly-
    Reading & Writing
    DeepL
    wepik (AI presentation maker) Gamma

    Using AI can be addictive

    學不同口音Natural Reader的AI
    promt of GPT:
    Review this, for
    examing this for
    check this, evaluate the .. for ..
    asses the .... for ...
    please review this .... for grammatical errors
    correct any grammatical errors

Augustine: THE DEEP ROOTS OF CROSS-CULTURAL DIFFERENCES IN ORGANIZATIONAL BEHAVIOUR: DO HUMAN RESOURCE MANAGEMENT EDUCATION HAS TO RESPECT THEM?

Theory: 本paper用了以下四個理論:
1.The path dependence theory
2.The resource dependence theory
3.The imprinting theory
4.The person-environment fit theory
以下是對您提到的四個理論的簡介:
1. 路徑依賴理論(Path Dependence Theory)路徑依賴理論指出,過去的事件或決策會限制未來的事件或決策。這個概念通常用來解釋為什麼某些技術標準或經濟發展模式能夠持續存在,即使有更有效的選擇可用。例如,QWERTY鍵盤佈局就是一個典型的路徑依賴案例
2. 資源依賴理論(Resource Dependence Theory)資源依賴理論關注組織如何依賴外部資源來影響其行為。這個理論認為,組織需要從其環境中獲取資源,而這些資源通常掌握在其他組織手中。因此,組織之間的權力關係往往與資源的依賴程度相關聯
3. 烙印理論(Imprinting Theory)烙印理論主要描述在組織或個體的發展過程中,某些關鍵時期形成的特徵會持續影響其未來的行為和結構,即使環境條件發生了顯著變化。這些特徵被視為“烙印”,並且會對組織或個體產生長期的影響xxx
4. 人環境適配理論(Person-Environment Fit Theory)人環境適配理論基於互動心理學,強調個人特質與環境特徵之間的相互作用是驅動人類行為的主要因素。這個理論認為,當個人的需求、價值觀、目標、能力等與工作環境的要求、價值觀和文化相匹配時,會產生適配,從而導致滿意度、績效和整體福祉的提高yyy
這些理論各自提供了獨特的視角,幫助我們理解組織和個體如何與其環境互動,以及這些互動如何影響行為和決策。


說了10分鐘,老師要求Augustine站在paper的立場,順序說明下來。不是聽讀後心得或批評意見。 意見可以有,但放在最後。

Proposition 1a. Deep historical events creating both trauma and/or flourishing lead to culturally specific norms, preferences, or behaviors. These norms specifically influence constructs relevant to HR management, such as trust or hostility, learning, motivation, creativity, or compliance.
命題 1a。 造成創傷和/或繁榮的深刻歷史事件會導致特定文化的規範、偏好或行為。 這些規範特別影響與人力資源管理相關的結構,例如信任或敵意、學習、動機、創造力或合規性。

Proposition 1b. Historical events shaping cultural patterns (norms, preferences, behaviors) influence what organizational processes evolve and how employee relations, interpersonal conflict management, compliance, and other HR practices are managed.
命題 1b。 塑造文化模式(規範、偏好、行為)的歷史事件會影響組織流程的演變以及員工關係、人際衝突管理、合規性和其他人力資源實踐的管理方式。

Proposition 1c. The influence of historical events on culture has a different impact on the same management practices in different cultures. Incorporating the knowledge into (intercultural) human resource management or intercultural training will lead to more effective practices.
命題 1c。 歷史事件對文化的影響,對於相同的管理實踐在不同文化中的影響是不同的。 將知識納入(跨文化)人力資源管理或跨文化培訓將帶來更有效的實踐。

Proposition 2a. The features of language grammar are associated with culturally specific norms, preferences, or behaviors. They influence constructs relevant to HR management such as gender roles, perception of sustainability, respect for others, preference for hierarchical or nonhierarchical.
命題 2a。 語言語法的特徵與特定文化的規範、偏好或行為有關。 它們影響與人力資源管理相關的結構,例如性別角色、對永續性的看法、對他人的尊重、對等級制度或非等級制度的偏好。

Proposition 2b. The understanding that a specific language creates a different mental model by which people perceive reality can be used to study the different impacts of the same management practices in different cultures. Incorporating obtained knowledge into (intercultural) HRM education or intercultural training will lead to more effective practice.
命題 2b。 了解特定語言創造了人們感知現實的不同心理模型,可以用來研究相同管理實踐在不同文化中的不同影響。 將所獲得的知識納入(跨文化)人力資源管理教育或跨文化培訓將帶來更有效的實踐。

Proposition 3a. (As well as deep historical events) Geography and biological factors lead to culturally specific norms, preferences, or behaviors. They influence constructs relevant to HR management, such as trust or hostility, learning, motivation, creativity, or compliance
命題 3a。 (以及深刻的歷史事件)地理和生物因素導致特定文化的規範、偏好或行為。 它們影響與人力資源管理相關的結構,例如信任或敵意、學習、動機、創造力或合規性。


命題 3b。 地理和生物學對文化的影響對不同文化中的相同管理實踐產生不同的影響。 將所獲得的知識納入(跨文化)人力資源管理教育或跨文化培訓將帶來更有效的實踐。

W10 --本週課目標題--

2024-04-23-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


Present by: Morfan 18. topic, | [PDF]
Present by: Ehsan --. topic, | [PDF]

W11 --本週課目標題--

2024-04-30-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


W12 --本週課目標題--

2024-05-07-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


W13 --本週課目標題--

2024-05-14-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


Present by: Ben 李仲賢 Does ESG affect stock market dependence, | [PDF]
Present by: Mark 傅茂文 Ethics and international business research Considerations and best practices, | [PDF]

W14 --本週課目標題--

2024-05-21-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


[Since Direct] 2024的Journal: 5.The impact of artificial intelligence and Industry 4.0 on transforming accounting and auditing practices
Present by: 洪哲文 論文[PDF] | [html] | [圖表研讀] | [簡報稿] | 筆記在[htw_memo] | 報告(30分鐘)。 論文中各個表格和圖表的作用和內容的說明

p.5 Table 1: Sampling Adequacy Test - 檢查問卷數據是否適合進行因子分析。這個表格通常使用Kaiser-Meyer-Olkin (KMO) 測試來評估抽樣的適宜性。
p.6 Table 2: Operational Definition of the Variables - 定義研究中使用的所有變數的操作定義,以確保讀者明白每個變數的具體含義和測量方式。
p.6 Table 3: Respondents' Profile - 提供回答問卷的受訪者的人口統計資料,如年齡、性別、職業等。
p.7 Table 4: Factor Loadings - 展示各變數在因子分析中的載荷值,用以評估哪些變數對因子有顯著的貢獻。
p.8 Table 5: Validity and Reliability for Constructs - 檢測構念的有效性和可靠性,確保研究工具的測量精確性。
p.9 Table 6: Discriminant Validity - 鑑別不同構念間的獨立性,確認每個構念與其他構念的區分度。
p.9 Table 7: Descriptive Statistics - 提供數據的描述性統計,如平均數、標準差等,以概述數據集的基本特徵。
p.10 Table 8: SEM Estimation – Direct Effect Model - 結構方程模型(SEM)的直接效果估計,分析變數間直接關聯的強度和方向。
p.11 Table 9: SEM Estimation – Indirect Effect Model - AI - 通過人工智能(AI)分析間接效果,探討AI如何影響其他變數。
p.11 Table 10: SEM Estimation – Indirect Effect Model – AI Dimensions - 分析AI各個維度的間接效果,了解不同AI屬性對結果變數的影響。
p.11 Table 11: SEM Estimation – Indirect Effect Model – Industry 4.0 Readiness - 探討產業4.0準備程度對其他變數的間接影響。
p.12 Table 12: SEM Estimation – Indirect Effect Model – TAM Dimensions - 分析技術接受模型(TAM)各維度的間接效果,評估它們如何影響總體模型。

p.5 Fig. 1: Research Framework - 展示研究的整體框架,說明研究變數之間的假設關係。
p.8 Fig. 2: Confirmatory Factor Analysis - 確認性因子分析的視覺表示,用以驗證變數之間的假設因子結構。
p.10 Fig. 3: Structural Equation Model- Direct Effect - 結構方程模型的視覺呈現,專注於變數間的直接影響。


Present by: Double 11. topic, | [PDF]

W15 --本週課目標題--

2024-05-28-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


Present by: Mudi 14. topic, | [PDF]
Present by: Jason 3. topic, | [PDF]

W16 --本週課目標題--

2024-06-04-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


W17 --本週課目標題--

2024-06-11-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


W18 --本週課目標題--

2024-06-18-Tuesday 14:00-16:30 李正文 chengwen@cycu.edu.tw


W17 xxxxxxxxxx

2024-mm-dd二 09:00-12:00 xxxx教授 yyyyyyy


1.今天要講topic or chapter 應從Slide xx講起.

W18 xxxxxxxxxx

2024-mm-dd二 09:00-12:00 xxxx教授 yyyyyyy


1.今天要講topic or chapter 應從Slide xx講起.

Backup Data 其他參考資料


Book | Data Miming | Data Science for Business | Data Science and Big Data Analytics |
URL | Kaggle | yelp-Dataset |
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