Data Mining Courses and Certifications

Practical Engineering Data Mining: Techniques and Uses

Master data mining fundamentals and techniques through hands-on engineering applications, from preprocessing to clustering, while implementing real-world case studies across manufacturing, healthcare, and business sectors.

• Coursera
• 11 hours 7 minutes
• Self-Paced
• Paid Course

Data Mining with R: Go from Beginner to Advanced!

428 ratings at Udemy

Learn to use R software for data analysis, visualization, and to perform dozens of popular data mining techniques.

• Udemy
• 11 hours 54 minutes
• Self-Paced
• Paid Course

Data Mining - The Tool of the Information Age

Explore, analyze, and leverage data sets of any scale with guidance from Google's Search Scientist in this informative webinar on data mining techniques and applications.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Great Learning

Decision Tree in Data Mining and Machine Learning - Algorithm Tutorial

This 'Decision Tree in Data Mining' video will help you to comprehensively learn all the concepts of decision tree such as Impurity, Gini index, and pruning.

• YouTube
• 2 hours 20 minutes
• Self-Paced
• Free Video

Data Science Dojo

Data Mining Crash Course

Comprehensive overview of data mining essentials, covering data types, quality, preprocessing, similarity analysis, and visualization techniques for effective data-driven decision making.

• YouTube
• 1 hour 27 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Data Mining

42 ratings

Comprehensive exploration of data mining techniques, covering preprocessing, association rules, classification methods, and clustering algorithms for extracting valuable insights from datasets.

• YouTube
• 16 hours
• Self-Paced
• Free Video

Pattern Discovery in Data Mining

21 ratings

Explore data mining concepts, methodologies, and applications, focusing on pattern discovery. Learn scalable methods for massive transactional data, evaluation measures, and techniques for mining diverse patterns.

• Coursera
• 17 hours 17 minutes
• Self-Paced
• Paid Course

Eindhoven University of Technology

Process Mining: Data science in Action

18 ratings

Discover, analyze, and improve business processes using data science techniques. Learn process mining to bridge model-based analysis and data-oriented approaches for operational excellence.

• Coursera
• 22 hours
• Self-Paced
• Paid Course

Nakhon Ratchasima Rajabhat University

มาเป็น…นักวิเคราะห์ข้อมูล (แบบไม่ต้องพึ่งใคร) กับการทำเหมืองข้อมูลทีละขั้น | Become…a Data Analyst (Do not rely on anyone) with Data Mining Step by Step

เรียนรู้การทำเหมืองข้อมูลแบบครบวงจร ตั้งแต่การจัดเตรียมข้อมูล การวิเคราะห์ด้วยเทคนิคต่างๆ ไปจนถึงการประเมินประสิทธิภาพโมเดล เพื่อพัฒนาทักษะการเป็นนักวิเคราะห์ข้อมูลมืออาชีพ

• ThaiMOOC
• Self-Paced
• Free Certificate

IBM SPSS Modeler: Getting Started

425 ratings at Udemy

Learn how to do Data Mining using IBM SPSS Modeler.

• Udemy
• 4 hours 9 minutes
• Self-Paced
• Paid Course

Scraping and Data Mining for Beginners and Pros

1313 ratings at Udemy

Data mining visually or programmatically, learn everything you need in a fast pace 30 minute course

• Udemy
• 1 hour 2 minutes
• Self-Paced
• Paid Course

Cluster Analysis in Data Mining

7 ratings

Explore clustering methodologies, algorithms, and applications in data mining. Learn partitioning, hierarchical, and density-based methods, along with validation techniques and real-world examples.

• Coursera
• 16 hours 30 minutes
• Self-Paced
• Paid Course

Credential

Data Mining

2949 ratings at Coursera

Comprehensive exploration of data mining techniques for structured and unstructured data, covering visualization, text retrieval, analytics, pattern discovery, and clustering, with a practical Yelp-based capstone project.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course

Intro to Analytic Thinking, Data Science, and Data Mining

158 ratings at Coursera

Explore data science fundamentals, ethical considerations, and business applications. Learn CRISP-DM, analytics types, and practical problem-solving using data science tools and techniques.

• Coursera
• 7 hours 15 minutes
• Self-Paced
• Paid Course

Data Mining in Python

11 ratings at Coursera

Discover how to extract valuable insights from large datasets using Python, covering itemsets, vectors, matrices, and sequences with real-world applications.

• Coursera
• 2 days 5 hours 51 minutes
• Self-Paced
• Paid Course