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Free
6 Single modules
Market Basket Analysis: a Priori Algorithm
ddustegor
SUMMARY Have you ever wondered how businesses know which products to place side by side or which combinations are most frequently purchased? This lesson on…
Free
6 Single modules
Market basket analysis: a priori algorithm (Pilot)
EITM Author
SUMMARY Have you ever wondered how businesses know which products to place side by side or which combinations are most frequently purchased? This lesson on…
Free
6 Single modules
Market Basket Analysis: Deployment
ddustegor
SUMMARY Deploying association rules bridges the gap between data insights and actionable strategies. This lesson will guide you through the steps of deploying rules in…
Free
6 Single modules
Market Basket Analysis: Evaluation
ddustegor
SUMMARY Understanding which patterns are meaningful and actionable is essential for deriving value from frequent pattern-mining algorithms. This lesson focuses on evaluating the rules generated…
Free
6 Single modules
Market Basket Analysis: Evaluation (Pilot)
EITM Author
SUMMARY Understanding which patterns are meaningful and actionable is essential for deriving value from frequent pattern-mining algorithms. This lesson focuses on evaluating the rules generated…
Free
6 Single modules
Market Basket Analysis: Frequent Pattern Growth Algorithm
ddustegor
SUMMARY Are you ready to uncover the secrets hidden in your transactional data? Building on your knowledge of market basket analysis, this course dives into…
Free
8 Single modules
Monitoring and Maintaining Deployed Data Driven Models in Manufacturing (Pilot)
EITM Author
SUMMARY What happens to your manufacturing model after it’s deployed? How do you ensure it continues to deliver value in a dynamic, real-world environment? This…
Free
6 Single modules
Optimal Sensor Placement for Quality Control (Pilot)
EITM Author
SUMMARY Are you ready to harness the full power of data-driven quality control? In today’s manufacturing world, the key to superior quality and streamlined efficiency…
Free
7 Single modules
Orientation for the "Data Driven Quality Control" Course
ddustegor
SUMMARY Have you ever felt overwhelmed trying to figure out where to start in an online course or how to make the most of it?…
Free
7 Single modules
Orientation for the "Data Science Journey" Course
ddustegor
SUMMARY Have you ever felt overwhelmed trying to figure out where to start in an online course or how to make the most of it?…
Free
7 Single modules
Orientation: Data Driven Supply Chain Management
ddustegor
SUMMARY Have you ever felt overwhelmed trying to figure out where to start in an online course or how to make the most of it?…
Free
5 Single modules
Predictive maintenance (Pilot)
EITM Author
SUMMARY In the previous lesson, we looked at the challenges of industrial maintenance. In particular, we learned to distinguish between corrective maintenance, curative maintenance…
Free
0 Single modules
Predictive Maintenance in Manufacturing
vinicius.affonso-de-carvalho
SUMMARY This course equips manufacturing professionals with the skills to accurately estimate costs across production processes. Through real industrial cases, participants will learn to analyze…
Free
9 Single modules
Preprocessing for Convolutional Neural Network
ddustegor
SUMMARY Effective preprocessing is key to turning raw visual data into a resource that AI models can use to accurately detect anomalies in manufacturing. But…
Free
9 Single modules
Preprocessing for Convolutional Neural Network (Pilot)
EITM Author
SUMMARY “The quality of your model’s results is only as good as the quality of your data.” This course is designed to tackle one of…
Free
8 Single modules
Preprocessing for Tabular Data
ddustegor
SUMMARY Have you ever encountered messy, inconsistent data and wondered how to make it analysis-ready? This lesson focuses on the crucial steps that come after…
Free
8 Single modules
Preprocessing for Tabular Data (Pilot)
EITM Author
SUMMARY Have you ever encountered messy, inconsistent data and wondered how to make it analysis-ready? This lesson focuses on the crucial steps that come after…
Free
0 Single modules
Quality Control (Pilot)
EITM Author
This training program focuses on equipping professionals in the manufacturing industry with the knowledge and skills to apply data science techniques for quality control processes.…
Free
3 Single modules
Quiz: Human-Centricity in the Manufacturing sector
Dilyana
SUMMARY A quiz relating to the course of Human Centricity, giving an opportunity to the learner to test their knowledge of strategies for improving worker…
Free
8 Single modules
Security of Data Collected for Quality Control
ddustegor
SUMMARY In manufacturing, data privacy and security are not just a matter of compliance—they’re essential for maintaining trust and protecting sensitive information. But how do…
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