Hands-On Statistical Predictive Modeling

所在平台: Udemy

课程主页: https://www.udemy.com/course/hands-on-statistical-predictive-modeling/

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课程名称:实践统计预测建模 课程概述: 在竞争激烈的企业环境中,预测未来趋势往往关系到利润与损失的关键。许多企业表示,数据质量差导致了不良决策。而根据预测分析市场的发展趋势,到2020年,这一市场预计将增长22%。随着预测建模技术的逐渐普及,现在正是考虑哪些预测建模技术能为组织带来最佳结果的最佳时机。实践统计预测建模课程旨在为学习者提供将统计预测模型应用于统计或数据挖掘工作的所有必要知识。没有合适的预测建模技术,分析项目可能难以提供可操作的洞察。 通过本课程,您将学习到支撑统计结果准确性和相关性的核心算法,并促进竞争差异化的能力。您将能够预测客户行为,采取措施培养客户忠诚度,从而占据更大的市场份额。此外,您将意识到塑造未来经济的数据科学力量,并掌握如何最佳利用和抓住即将到来的机会。完成本课程后,您将能够提升公司在分析领域的专业知识,增强决策能力、成本效率和盈利能力,同时把这些技能应用于即将进行的统计和数据挖掘项目。 关于讲师: 耶稣·萨尔塞多(Jesus Salcedo)拥有福坦莫大学的心理测量学博士学位,是一名独立的统计和数据挖掘顾问,具有超过20年的SPSS产品使用经验。他曾担任SPSS课程团队领导和高级教育专家,撰写了众多SPSS培训课程,并培训了数千名用户。

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Predicting future trends can be the difference between profit and loss for competitive enterprises. Most businesses state that poor data quality leads to bad decision-making. Further, the predictive analytics market is expected to grow by 22% by 2020. As this technology hits the mainstream, now is the time to consider which predictive modeling techniques will produce the best results for your organization. Hands-On Statistical Predictive Modeling gives you everything you need to bring the power of statistical predictive models into your statistical or data mining work. However, without the right predictive modeling techniques, analytics projects are unlikely to provide actionable insights. This course will show you how these core algorithms underpin the accuracy and relevance of statistical results and drive competitive differentiation. You will be able to anticipate customer behavior, take steps to cultivate customer loyalty, and capture a greater share of the market. You will be aware of the data science forces shaping your future economy and will have mastered how best to use and seize these coming opportunities. By the end of this course, you will be able to elevate your company's analytics know-how to enhance its decision-making skills, cost efficiency, and profitability. You will also be able to put these skills to use in your upcoming statistical and data mining projects.About the AuthorJesus Salcedo has a Ph.D. in Psychometrics from Fordham University. He is an independent statistical and data-mining consultant and has been using SPSS products for over 20 years. He is a former SPSS Curriculum Team Lead and Senior Education Specialist; he has written numerous SPSS training courses and trained thousands of users.

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