Data Mining Courses and Certifications

Association Rules Analysis

13 ratings at Coursera

Mine frequent itemsets and association rules with Apriori and FP-Growth, judge them by support, confidence and lift, and detect statistical, distance-based and contextual outliers.

• Coursera
• 5 weeks, 5 hours a week
• Self-Paced
• Paid Course

Media big data mining and case practice

Mine media big data: crawl sites with Gooseeker, Python and APIs, segment Chinese text, map Weibo communication networks, and visualize findings with word clouds and ECharts.

• XuetangX
• Self-Paced
• Free Online Course

Nakhon Ratchasima Rajabhat University

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

เรียนรู้การทำเหมืองข้อมูลทีละขั้น ตั้งแต่การเตรียมข้อมูลจนถึงการจำแนก จัดกลุ่ม ค้นหากฎความสัมพันธ์ และประเมินโมเดล

• ThaiMOOC
• Self-Paced
• Free Certificate

Rangsit University

ฉลาดด้วยข้อมูล ใครๆ ก็ทำได้ (คลังข้อมูลและการทำเหมืองข้อมูล) | Data warehouse and Data Mining

เรียนรู้การวิเคราะห์ข้อมูลธุรกิจด้วยคลังข้อมูลและเหมืองข้อมูล ตั้งแต่กฎความสัมพันธ์ การจำแนกและการทำนาย ไปจนถึงการจัดกลุ่มและการประยุกต์ใช้จริง

• ThaiMOOC
• Self-Paced
• Free Certificate

Intro to Analytic Thinking, Data Science, and Data Mining

159 ratings at Coursera

Explore data science as a field and profession: survey small and big data, data ethics in business, the CRISP-DM process, analytics types, and data science toolkits.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Knowledge Inference and Structure Discovery for Education

Learn how to discover domain structure for knowledge inference.

• edX
• 3 weeks, 5-7 hours a week
• Self-Paced
• Free Certificate

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

SQL Server Analysis Services - SSAS, Data Mining & Analytics

1317 ratings at Udemy

Develop SSAS cubes from data warehouse on Multidimensional & Tabular modes with Dimensional & Data Mining Models

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

Business Intelligence & Data Mining

Survey business intelligence from data management and warehousing through mining, analytics, modeling, and visualization.

• Study.com
• 13 hours 36 minutes
• Self-Paced
• Paid Course

Introduction to Data Warehousing and Data Mining

Examines how data warehouses integrate historical data from multiple sources for organizational analysis, alongside ETL, OLAP, data mining, and visualization.

• Swayam
• 12 weeks
• Available until Oct 31, 2026
• Free Online Course

Introducción a la Minería de Datos

1328 ratings at Coursera

Introducción práctica y gradual a la minería de datos mediante reglas de asociación, clasificación, métricas de evaluación y clustering.

• Coursera
• 5 weeks, 16 hours a week
• Self-Paced
• Paid Course

Data Mining with Weka

19 ratings

Everybody talks about Data Mining and Big Data nowadays. Weka is a powerful, yet easy to use tool for machine learning and data mining. This course introduces you to practical data mining.

• Independent
• Not Currently Offered
• Free Online Course

Mining Spatial and Spatio-Temporal Datasets: Challenges and Approaches

An overview of how spatial and spatio-temporal structure changes data mining, from hotspots and autocorrelation to clustering, classification, prediction, and association rules.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

UofU Data Science

Graph Embeddings - Lecture 25

Explore graph embeddings from MDS and Laplacian-based approaches to DeepWalk, with insights on word vector embeddings and bias in this comprehensive lecture.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video

Market Basket Analysis in Python

276 ratings at DataCamp

What do Amazon product recommendations and Netflix movie suggestions have in common?

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available