CMA考試的知識點有很多，考生在備考的時候，要重視知識點的掌握。CMA考試的知識點是大綱所要求的，考生掌握了，通過考試肯定不成問題。CMA考試知識點：Analytic tools分析工 具！

l. explain the challenge of fitting an analytic model to the data 解釋將分析模型與數(shù)據(jù)契合的挑戰(zhàn)

m. define the different types of data analytics, including descriptive, diagnostic,predictive, and  prescriptive 定義數(shù)據(jù)分析的不同種類，包括描述型，診斷型，預測型和規(guī)范型




n. define the following analytic models: clustering, classification, and regression;determine when each would be the appropriate tool to use 定義以下分析模型：聚類，分類和回歸; 確定何時使用各模型

o. identify the elements of both simple and multiple regression equations 識別簡單和多元回歸方程的元素

p. calculate the result of regression equations as applied to a specific situation 根據(jù)特定情況計算回歸方程的結(jié)果

q. demonstrate an understanding of the coefficient of determination (or R squared) 理解決定系數(shù)（或 R 平方）

r. demonstrate an understanding of time series analyses, including trend, cyclical, seasonal, and irregular patterns 理解時間序列分析，包括趨勢，周期性，季節(jié)性和不規(guī)則模式

CMA考試的知識點很多，考生重視知識點很關(guān)鍵。你有不懂可以在線咨詢老師！