Data Mining Courses and Certifications

WEKA - Data Mining with Open Source Machine Learning Tool

372 ratings at Udemy

WEKA tool for data preparation, classification, regression, clustering, association rules mining, and visualization

• Udemy
• 3 hours 30 minutes
• Self-Paced
• Free Online Course

Mining Online Data Across Social Networks

Explore techniques for mining online data to capture temporal patterns, model influence, and infer hidden networks of information flow across social media and news platforms.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Online Course

NITTTR

Data Sciences: Data Warehousing and Data Mining

Master data warehousing architectures, OLAP operations, and mining techniques including classification, clustering, and association rules for data-driven decision-making.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

IIT Kharagpur;  NPTEL

Data Mining

Explore data mining fundamentals, algorithms, and applications. Learn preprocessing, association rules, classification, clustering, and visualization techniques. Gain practical skills through open-source software and industry case studies.

• Swayam
• 8 weeks
• Self-Paced
• Free Online 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

Data Mining for Beginners - Learn Data Mining

2 ratings

This video teaches Data Mining and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

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

UofU Data Science

Data Mining - Spring 2020

Master data mining techniques through comprehensive lectures covering algorithms, pattern recognition, and analytical methods for extracting insights from large datasets.

• YouTube
• 1 day 5 hours 28 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining - Spring 2016

Explore fundamental data mining techniques, algorithms, and applications through comprehensive university lectures covering pattern recognition, machine learning, and data analysis methods.

• YouTube
• 1 day 6 hours 20 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

UofU Data Science

Data Mining - Fall 2025

Explore advanced data mining techniques including clustering, streaming algorithms, privacy, anomalies, and machine learning theory through university-level lectures.

• YouTube
• 1 day 4 hours 13 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining - Spring 2025

Explore advanced data mining techniques including graph embeddings, clustering algorithms, privacy methods, and machine learning fundamentals through comprehensive lectures.

• YouTube
• 1 day 5 hours 18 minutes
• Self-Paced
• Free Video

UofU Data Science

Data Mining - Spring 2023

Explore advanced data mining techniques including clustering algorithms, dimensionality reduction, streaming data analysis, and machine learning methods for large-scale data processing.

• YouTube
• 1 day 4 hours 36 minutes
• Self-Paced
• Free Video

Great Learning

Clustering in Data Mining - K Means Clustering Algorithm - Hierarchical Clustering

This "Clustering in Data Mining" tutorial will help you to comprehensively learn all the concepts related to clustering algorithms.

• YouTube
• 3 hours 37 minutes
• Self-Paced
• Free Video

Great Learning

Apriori Algorithm in Data Mining - Association Rule Mining - Data Science Algorithm

Comprehensive tutorial on the Apriori algorithm in data mining, covering its importance, application in association rule mining, and implementation, with a focus on conjoint analysis and market basket analysis.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• Free Video