Innoversity LMS | Business Analytics & Data-Driven Decision Making

Course / Course Details

Business Analytics & Data-Driven Decision Making

Full MBA Track (120 ECTS)

By - Super admin
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Overview
Curriculum

Eligibility Requirements

Successful completion of Semester 1 courses.

Course Description

Trains students in statistical modeling, business intelligence tools, predictive analytics, and executive decision science.

Course Learning Outcomes

Transform raw business data into actionable executive insights using data visualization tools.
Apply descriptive, predictive, and prescriptive analytics models to solve business problems.
Conduct regression analysis, forecasting, and decision-tree analysis.
Evaluate data privacy standards and ethical analytics protocols.

Course Curriculum

15 chapters
15 lectures
0 quizzes
N/A total length

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1 introduction

Preview

10 Min

Foundations of Business Analytics & Data Governance

1 introduction

Preview

10 Min

Descriptive Statistics & Data Visualization Principles

1 introduction

Preview

10 Min

Probability Distributions & Hypothesis Testing for Business

1 introduction

Preview

10 Min

Linear & Multiple Regression Analysis

1 introduction

Preview

10 Min

Predictive Analytics Models & Classification Algorithms

1 introduction

Preview

10 Min

Predictive Analytics Models & Classification Algorithms

1 introduction

Preview

10 Min

Decision Analysis, Trees & Expected Value Frameworks

1 introduction

Preview

10 Min

Monte Carlo Simulation & Risk Modeling

1 introduction

Preview

10 Min

Optimization Models & Linear Programming

1 introduction

Preview

10 Min

Business Intelligence (BI) Dashboards & KPI Reporting

1 introduction

Preview

10 Min

Customer Analytics & Segmentation Modeling

1 introduction

Preview

10 Min

People Analytics & Operational Data Mining

1 introduction

Preview

10 Min

Big Data Ecosystems & Cloud Analytics Infrastructure

1 introduction

Preview

10 Min

Data Ethics, GDPR Compliance & Algorithmic Transparency

1 introduction

Preview

10 Min

Applied Data-Driven Business Case Defense

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Duration N/A
Lectures 15 lessons
Category: Full MBA Track (120 ECTS)
0 Quizzes
Language: English
Skill Level MS / MBA
Certificate of Completion
Full lifetime access

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Business Analytics & Data-Driven Decision Making

Eligibility Requirements

Course Description

Course Learning Outcomes

Course Curriculum

You must be enrolled to ask a question

Students also bought

Global Business Ethics

Free

Innoversity LMS: Your Gateway to Knowledge

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Business Analytics & Data-Driven Decision Making

Eligibility Requirements

Course Description

Course Learning Outcomes

Course Curriculum

Chapter 1: Foundations of Business Analytics & Data Governance 1 Lectures 10 Min

Chapter 2: Descriptive Statistics & Data Visualization Principles 1 Lectures 10 Min

Chapter 3: Probability Distributions & Hypothesis Testing for Business 1 Lectures 10 Min

Chapter 4: Linear & Multiple Regression Analysis 1 Lectures 10 Min

Chapter 5: Time-Series Forecasting & Business Trend Analysis 1 Lectures 10 Min

Chapter 6: Predictive Analytics Models & Classification Algorithms 1 Lectures 10 Min

Chapter 7: Decision Analysis, Trees & Expected Value Frameworks 1 Lectures 10 Min

Chapter 8: Monte Carlo Simulation & Risk Modeling 1 Lectures 10 Min

Chapter 9: Optimization Models & Linear Programming 1 Lectures 10 Min

Chapter 10: Business Intelligence (BI) Dashboards & KPI Reporting 1 Lectures 10 Min

Chapter 11: Customer Analytics & Segmentation Modeling 1 Lectures 10 Min

Chapter 12: People Analytics & Operational Data Mining 1 Lectures 10 Min

Chapter 13: Big Data Ecosystems & Cloud Analytics Infrastructure 1 Lectures 10 Min

Chapter 14: Data Ethics, GDPR Compliance & Algorithmic Transparency 1 Lectures 10 Min

Chapter 15: Applied Data-Driven Business Case Defense 1 Lectures 10 Min

You must be enrolled to ask a question

Students also bought

Global Business Ethics

Free

Innoversity LMS: Your Gateway to Knowledge

Shopping Cart