Course Details

Overview

The "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" course is an advanced applied training program within the Industrial and Production Engineering Programs category. It is designed to help participants improve factory performance, production stability, operational discipline, quality outcomes, cost control, and decision-making in manufacturing environments.

The program covers industrial data analysis, operational KPIs, production dashboards, data cleaning, manufacturing performance indicators, Excel and Power BI analysis, decision-making reports. It converts the Arabic source curriculum into practical exercises, calculations, templates, workshops, simulations, case studies, and implementation outputs that can be used by production, industrial engineering, quality, maintenance, planning, supply chain, and operations teams.

The learning design emphasizes applied practice through realistic manufacturing scenarios, Excel-based exercises, performance indicators, operational reports, improvement plans, and final applied projects aligned with factory and industrial-sector needs.

Objectives

Program Objectives

By the end of this course, participants will be able to:

Understand the core concepts, terminology, and industrial applications related to industrial data analysis and performance indicators for operational decision-making.
Apply the main tools and methods covered in the source curriculum, including industrial data analysis, operational KPIs, production dashboards, data cleaning, manufacturing performance indicators.
Analyze manufacturing data, operational constraints, waste, losses, quality variation, cost drivers, risk factors, or process performance according to the course topic.
Develop practical outputs such as checklists, dashboards, schedules, layouts, improvement plans, simulation scenarios, quality controls, maintenance plans, or implementation roadmaps.
Evaluate results using relevant industrial KPIs and present recommendations that support productivity, quality, safety, reliability, profitability, and continuous improvement.

Target Audience

This program is designed for the following target groups:

Industrial engineers, production engineers, manufacturing engineers, process improvement engineers, and operations professionals.
Production supervisors, factory managers, line leaders, maintenance teams, quality teams, planning teams, and continuous-improvement teams.
Supply chain, inventory, procurement, costing, data analysis, safety, and performance-management professionals working in factories or industrial organizations.
Graduates and early-career professionals in industrial engineering, production engineering, mechanical engineering, chemical engineering, manufacturing, operations management, and business administration.
Organizations seeking practical tools to improve productivity, reduce waste, stabilize production processes, improve quality, and strengthen operational decision-making.

Competencies

Core Competencies

Applied competency 1: Industrial Data Analysis

Participants apply the source competency through a structured industrial exercise related to industrial data analysis and performance indicators for operational decision-making. The activity uses calculations, templates, checklists, charts, simulations, operational data, or implementation planning to produce a practical output suitable for factory use.

Applied competency 2: Operational Kpis

Participants apply the source competency through a structured industrial exercise related to industrial data analysis and performance indicators for operational decision-making. The activity uses calculations, templates, checklists, charts, simulations, operational data, or implementation planning to produce a practical output suitable for factory use.

Applied competency 3: Production Dashboards

Participants apply the source competency through a structured industrial exercise related to industrial data analysis and performance indicators for operational decision-making. The activity uses calculations, templates, checklists, charts, simulations, operational data, or implementation planning to produce a practical output suitable for factory use.

Applied competency 4: Data Cleaning

Participants apply the source competency through a structured industrial exercise related to industrial data analysis and performance indicators for operational decision-making. The activity uses calculations, templates, checklists, charts, simulations, operational data, or implementation planning to produce a practical output suitable for factory use.

Applied competency 5: Manufacturing Performance Indicators

Participants apply the source competency through a structured industrial exercise related to industrial data analysis and performance indicators for operational decision-making. The activity uses calculations, templates, checklists, charts, simulations, operational data, or implementation planning to produce a practical output suitable for factory use.

Applied competency 6: Excel And Power Bi Analysis

Participants apply the source competency through a structured industrial exercise related to industrial data analysis and performance indicators for operational decision-making. The activity uses calculations, templates, checklists, charts, simulations, operational data, or implementation planning to produce a practical output suitable for factory use.

Learning Journey

Program Outline

01

Day 1: Industrial Data Sources, Cleaning, and Preparation

Industrial Data Analysis - Applied Module 1

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Operational Kpis - Applied Module 2

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Production Dashboards - Applied Module 3

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Data Cleaning - Applied Module 4

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Manufacturing Performance Indicators - Applied Module 5

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

02

Day 2: Manufacturing KPIs: Calculation and Interpretation

Industrial Data Analysis - Applied Module 1

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Operational Kpis - Applied Module 2

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Production Dashboards - Applied Module 3

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Data Cleaning - Applied Module 4

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Manufacturing Performance Indicators - Applied Module 5

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

03

Day 3: Descriptive Statistical Analytics and Data Visualization

Industrial Data Analysis - Applied Module 1

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Operational Kpis - Applied Module 2

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Production Dashboards - Applied Module 3

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Data Cleaning - Applied Module 4

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Manufacturing Performance Indicators - Applied Module 5

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

04

Day 4: Diagnostic and Predictive Analytics

Industrial Data Analysis - Applied Module 1

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Operational Kpis - Applied Module 2

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Production Dashboards - Applied Module 3

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Data Cleaning - Applied Module 4

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Manufacturing Performance Indicators - Applied Module 5

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

05

Day 5: Dashboards, Decision-Making, and Integrated Case Study

Industrial Data Analysis - Applied Module 1

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Operational Kpis - Applied Module 2

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Production Dashboards - Applied Module 3

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Data Cleaning - Applied Module 4

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Manufacturing Performance Indicators - Applied Module 5

This module supports the course "Industrial Data Analysis and Performance Indicators for Operational Decision-Making" by converting the Arabic source topic into an English learning activity. Participants review the relevant concepts, apply the related calculations or operational method, use templates or practical data where applicable, and produce an applied output that supports manufacturing productivity, quality, safety, cost, reliability, or operational decision-making.

Industrial Data Analysis and Performance Indicators for Operational Decision-Making

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Overview

Program Objectives

Target Audience

Core Competencies

Applied competency 1: Industrial Data Analysis

Applied competency 2: Operational Kpis

Applied competency 3: Production Dashboards

Applied competency 4: Data Cleaning

Applied competency 5: Manufacturing Performance Indicators

Applied competency 6: Excel And Power Bi Analysis

Program Outline

Day 1: Industrial Data Sources, Cleaning, and Preparation

Day 2: Manufacturing KPIs: Calculation and Interpretation

Day 3: Descriptive Statistical Analytics and Data Visualization

Day 4: Diagnostic and Predictive Analytics

Day 5: Dashboards, Decision-Making, and Integrated Case Study

More courses open for booking

Explore Our Monthly Training Schedules

Industrial Data Analysis and Performance Indicators for Operational Decision-Making

Request Schedule & Quotation

Overview

Program Objectives

Target Audience

Core Competencies

Applied competency 1: Industrial Data Analysis

Applied competency 2: Operational Kpis

Applied competency 3: Production Dashboards

Applied competency 4: Data Cleaning

Applied competency 5: Manufacturing Performance Indicators

Applied competency 6: Excel And Power Bi Analysis

Program Outline

Day 1: Industrial Data Sources, Cleaning, and Preparation

Day 2: Manufacturing KPIs: Calculation and Interpretation

Day 3: Descriptive Statistical Analytics and Data Visualization

Day 4: Diagnostic and Predictive Analytics

Day 5: Dashboards, Decision-Making, and Integrated Case Study

More courses open for booking

Explore Our Monthly Training Schedules