CMA考试的知识点有很多，考生在备考的时候，要重视知识点的掌握。CMA考试的知识点是大纲所要求的，考生掌握了，通过考试肯定不成问题。CMA考试知识点：Analytic tools分析工 具！

l. explain the challenge of fitting an analytic model to the data 解释将分析模型与数据契合的挑战

m. define the different types of data analytics, including descriptive, diagnostic,predictive, and  prescriptive 定义数据分析的不同种类，包括描述型，诊断型，预测型和规范型




n. define the following analytic models: clustering, classification, and regression;determine when each would be the appropriate tool to use 定义以下分析模型：聚类，分类和回归; 确定何时使用各模型

o. identify the elements of both simple and multiple regression equations 识别简单和多元回归方程的元素

p. calculate the result of regression equations as applied to a specific situation 根据特定情况计算回归方程的结果

q. demonstrate an understanding of the coefficient of determination (or R squared) 理解决定系数（或 R 平方）

r. demonstrate an understanding of time series analyses, including trend, cyclical, seasonal, and irregular patterns 理解时间序列分析，包括趋势，周期性，季节性和不规则模式

CMA考试的知识点很多，考生重视知识点很关键。你有不懂可以在线咨询老师！