list 7个序列
assignment 等级:高级
chat_bubble_outline 语言 : 英语
language 字幕 : 印地语
card_giftcard 392点
Logo My Mooc Business

他们选择Edflex来发展业务技能。

了解更多
评论
-
starstarstarstarstar

关键信息

credit_card 免费进入
verified_user 收费证书
timer 总共28个小时

关于内容

Decision makers often struggle with questions such as: What should be the right price for a product? Which customer is likely to default in his/her loan repayment? Which products should be recommended to an existing customer? Finding right answers to these questions can be challenging yet rewarding.

Predictive analytics is emerging as a competitive strategy across many business sectors and can set apart high performing companies. It aims to predict the probability of the occurrence of a future event such as customer churn, loan defaults, and stock market fluctuations – leading to effective business management.

Models such as multiple linear regression, logistic regression, auto-regressive integrated moving average (ARIMA), decision trees, and neural networks are frequently used in solving predictive analytics problems. Regression models help us understand the relationships among these variables and how their relationships can be exploited to make decisions.

This course is suitable for students/practitioners interested in improving their knowledge in the field of predictive analytics. The course will also prepare the learner for a career in the field of data analytics. If you are in the quest for the right competitive strategy to make companies successful, then join us to master the tools of predictive analytics.

more_horiz 查看更多
more_horiz 收起
report_problem

前提

  • Advanced Statistical Concepts: Descriptive statistics, Probability Distribution, Hypothesis testing, ANOVA
  • Software Requisites:  SPSS / SAS / STATA
     

dns

课程大纲

  • Understand how to use predictive analytics tools to analyze real-life business problems.
  • Demonstrate case-based practical problems using predictive analytics techniques to interpret model outputs.
  • Learn regression, logistic regression, and forecasting using software tools such as MS Excel, SPSS, and SAS.
record_voice_over

教师

Dinesh Kumar
Professor, Decision Sciences & Information Systems
Indian Institute of Management, Bangalore

store

内容设计师

Indian Institute of Management, Bangalore
Indian Institute of Management, Bangalore
assistant

平台

Edx

EdX est une plateforme d'apprentissage en ligne (dite FLOT ou MOOC). Elle héberge et met gratuitement à disposition des cours en ligne de niveau universitaire à travers le monde entier. Elle mène également des recherches sur l'apprentissage en ligne et la façon dont les utilisateurs utilisent celle-ci. Elle est à but non lucratif et la plateforme utilise un logiciel open source.

EdX a été fondée par le Massachusetts Institute of Technology et par l'université Harvard en mai 2012. En 2014, environ 50 écoles, associations et organisations internationales offrent ou projettent d'offrir des cours sur EdX. En juillet 2014, elle avait plus de 2,5 millions d'utilisateurs suivant plus de 200 cours en ligne.

Les deux universités américaines qui financent la plateforme ont investi 60 millions USD dans son développement. La plateforme France Université Numérique utilise la technologie openedX, supportée par Google.

你是这个MOOC的设计者?
您对这门课的评价是 ?
内容
0/5
平台
0/5
动画
0/5