Course overview with analytics and factory background

Course Details

Discover how our focused program can empower you with industrial data analytics skills in just five days.

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What Makes This Course Unique?

Industrial Focus

Learners work with actual manufacturing datasets and scenarios reflecting real sector needs.

Step-by-step Guidance

Progress daily through practical lessons, each building skills for immediate workplace impact.

Professional Certificate

Receive a DataEdge certificate upon course completion to showcase your new skills.

Learning dashboard with data charts

Course Structure At a Glance

  • 5 daily lessons (30 minutes each)
  • Interactive exercises & quizzes
  • Downloadable resources
  • Verifiable certificate on completion

Key Learning Outcomes

1 Master data collection & cleaning

Understand sensor types, data logging, and preprocessing techniques for accurate manufacturing analysis.

2 Discover practical statistics

Apply descriptive and inferential statistics to boost process reliability and quality control.

3 Build predictive maintenance models

Create models in Python to anticipate machine failures and increase equipment uptime.

4 Design impactful dashboards

Use dashboard tools to visualize KPIs and drive decision-making for your manufacturing teams.

Course Timeline

Day 1: Understanding Industrial Data

Explore sources of data on the factory floor and the basics of sensor and machine data collection.

Day 2: Data Cleaning Fundamentals

Dive into data transformation, error detection and best practices for manufacturing data quality.

Day 3: Statistical Insights

Apply key statistical tools such as mean, variability, and control charts to production datasets.

Day 4: Predictive Maintenance Basics

Learn to develop and evaluate simple models predicting equipment wear and scheduling maintenance.

Day 5: Dashboards in Industrial Contexts

Design dashboards to communicate real-time process status and actionable recommendations.

All lessons are 100% online and self-paced for your convenience.

Who Will Benefit from This Program?

  • Engineers seeking to optimize manufacturing processes with data analytics
  • Quality specialists aiming to implement advanced control techniques
  • Managers driving efficiency and digital transformation in industry
  • Anyone interested in modern, data-driven manufacturing
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Start learning immediately after registration