Data Mining Courses and Certifications

Information Retrieval and Mining Massive Data Sets

135 ratings at Udemy

Learn various techniques to build a Google scale Information Retrieval System.

• Udemy
• 1 day 15 hours 9 minutes
• On-Demand
• Paid Course

Data Mining - Unsupervised Learning

117 ratings at Udemy

Master unsupervised learning techniques including clustering, dimensionality reduction, and association rules. Apply practical algorithms for pattern discovery, anomaly detection, and recommendation systems using Python and R.

• Udemy
• 10 hours 42 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

Mining and Analyzing LinkedIn Data

69 ratings at Udemy

Apply Data Science and Artificial Intelligence techniques to extract and analyze your LinkedIn network

• Udemy
• 6 hours 20 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

Data Science Foundations: Data Mining

304 ratings at LinkedIn Learning

Learn the key concepts and skills behind one of the most important elements of data science: data mining.

• LinkedIn Learning
• 3 hours 3 minutes
• On-Demand
• Free Trial Available

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
• On-Demand
• Free Online Course

Data Science Foundations: Data Mining in R

154 ratings at LinkedIn Learning

Do you work in data analysis? Learn how to mine data using R. Topics include dimensionality reduction, clustering, classification, association analysis, and more.

• LinkedIn Learning
• 3 hours 52 minutes
• On-Demand
• Free Trial Available

Data Mining for Decision Making

Master data mining techniques including decision trees, neural networks, and clustering to extract actionable insights from complex datasets for informed decision-making.

• Swayam
• 4 weeks
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Great Learning

Data Mining for Beginners - Learn Data Mining

2 reviews

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video