IIM Kozhikode Data-Driven Decision Making

Indian Institute Of ManagementKozhikode (IIMKozhikode) via Coursera

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Overview

In todays dynamic business landscape, the ability to transform data into actionable business insights is key to the success of organizations in every industry. In this programme, you will build the foundational skills needed to transform data into informed, actionable business insights. You will develop quantitative decision-making skills through the use of robust business intelligence tools designed to maximize the effectiveness of your organizational strategy and operations across various domains. The programme focuses on application based learning through real-world case...

Syllabus

Course 1: Introduction to data management and data pre-processing- In this course, you will focus on the importance of data when it comes to making intelligent and informed business decisions. You will understand data, its types and perform analyses using the software platform R. Course 2: Statistics for data science- This course will you understand statistics fundamentals to implement data analysis with sound statistical knowledge. Course 3: Data visualisation and storytelling- This courses will you understand and implement Tableau for basic to advanced level data visualisations. Course 4: Unsupervised machine learning models- This course will the learners to implement key in-demand unsupervised learning algorithms.Course 5: Supervised machine learning models- This course will you build strong foundation in predictive models.Course 6: Classification algorithm- This course will delve into advanced ML algorithms to you solve complex business cases.