Data Mining Courses and Certifications

NPTEL;  IIT Kharagpur

Data Mining

43 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

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

Career Certificate

Data Mining

2950 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

Data Mining in Python

12 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

Data Mining Project

51 ratings at Coursera

Analyze Yelp restaurant reviews to discover insights on cuisines, popular dishes, and dining recommendations. Apply data mining techniques to visualize opinions and construct cuisine maps.

• Coursera
• 14 hours 43 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Mining Foundations and Practice

185 ratings at Coursera

Discover patterns in large-scale datasets through key data mining concepts and techniques. Learn data preprocessing, modeling, frequent pattern analysis, classification, clustering, and gain hands-on project experience.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Data Mining Pipeline

119 ratings at Coursera

Explore key steps in data mining: understanding, preprocessing, warehousing, modeling, interpretation, and real-world applications. Gain practical skills for effective data analysis and decision-making.

• Coursera
• 21 hours 54 minutes
• Self-Paced
• Paid Course

Data Mining Methods

73 ratings at Coursera

Explore core data mining techniques including pattern analysis, classification, clustering, and outlier analysis. Learn advanced methods for complex data and discover research frontiers in the field.

• Coursera
• 1 day 25 minutes
• Self-Paced
• Paid Course

Data Mining Project

33 ratings at Coursera

Gain hands-on experience designing and implementing a real-world data mining project, from problem formulation to evaluation and future work.

• Coursera
• 19 hours 21 minutes
• Self-Paced
• Paid Course

Foundations of mining non-structured medical data

26 ratings at Coursera

Explore foundations of mining non-structured medical data, covering challenges, NLP, image analysis, and data analytics in healthcare. Gain insights for innovative applications in the medical field.

• Coursera
• 6 hours 47 minutes
• Self-Paced
• Paid Course

Data Mining of Clinical Databases

15 ratings at Coursera

Explore MIMIC-III, the largest public EHR database, to query, extract, and visualize clinical data, understand ICD coding systems, and develop machine learning algorithms for precision medicine.

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

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 for Business Analytics & Data Analysis in Python

425 ratings at Udemy

Python for Data Analytics & Explainable Artificial Intelligence. Data Mining for Business Data Analytics & Intelligence.

• Udemy
• 9 hours 2 minutes
• Self-Paced
• Paid Course