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Coursera

IIM Kozhikode Data-Driven Decision Making

Indian Institute Of Management–Kozhikode (IIM–Kozhikode) via Coursera

Overview

In today’s dynamic business landscape, the ability to transform data into actionable business insights is key to the success of organizations in virtually every industry.

In this program, you will build the foundational skills needed to transform data into informed, actionable business insights that can help grow your bottom line. Develop your 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. By earning this certificate, you’ll build the necessary skills to make data-driven business decisions with confidence.

Syllabus

Course 1: Understanding, Organizing, and Visualizing Data
- In this course, you will focus on the importance of data when it comes to making intelligent and informed business decisions. You will begin by identifying the issues in decision making where data-based analysis is most impactful. You'll then develop the skills needed to communicate data quality issues and collection methods with confidence.

Course 2: Regression Analysis in R
- In this course, you will explore how to use R for predictive tools. You'll learn techniques for interpreting statistical findings in a rigorous, clear, and concise manner as you communicate them to non-technical audiences. You will then turn those findings into managerial actions.

Course 3: Machine Learning for Decision Making in R
- In this course, you will harness the power of machine leaerning and AI to make impactful business decisions. You will start by gaining experience using a large array of tools and techniques designed to help you understand large data sets. You'll then identify hidden patterns in data to translate them into action and better understand trends.

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