Data Mining Courses and Certifications

UofU Data Science

Data Mining: Anomaly Detection and Statistical Testing - Lecture 3

Dive into advanced anomaly detection techniques, exploring log-likelihood ratios, change point scanning, and permutation testing methodologies for effective data analysis.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Data Mining with Weka

Learn data mining techniques using Weka software. Explore datasets, build classifiers, visualize data, and understand key concepts like cross-validation, overfitting, and ensemble learning.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

More Data Mining with Weka

Explore advanced data mining techniques using Weka, covering discretization, document classification, decision trees, association rules, clustering, attribute selection, cost-sensitive learning, and neural networks.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Advanced Data Mining with Weka

Explore advanced data mining techniques using Weka, covering time series forecasting, incremental learning, integration with R and Python, and distributed processing for big data analysis.

• YouTube
• 5 hours
• On-Demand
• Free Video

Data Professor

Weka Data Mining Tutorials

Learn data mining with Weka's user-friendly interface. Master regression, classification, and drug discovery models through hands-on tutorials and practical examples.

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video

Eindhoven University of Technology

Process Mining: Data science in Action

18 reviews

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
• On-Demand
• Paid Course

IBM SPSS Modeler: Getting Started

425 ratings at Udemy

Learn how to do Data Mining using IBM SPSS Modeler.

• Udemy
• 4 hours 9 minutes
• On-Demand
• Paid Course

Exploratory Analytics Project Ideation

Dive into exploratory analytics methods like clustering and anomaly detection, then learn to ideate and plan data-driven projects using design sprint frameworks for effective business solutions.

• Coursera
• 14 hours 50 minutes
• On-Demand
• Paid Course

Scraping and Data Mining for Beginners and Pros

1312 ratings at Udemy

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

• Udemy
• 1 hour 2 minutes
• On-Demand
• Paid Course

Association Rule Mining: Basic Theory & Practice

52 ratings at Udemy

Theoretical Understanding and Market Basket Analysis with Python

• Udemy
• 1 hour 42 minutes
• On-Demand
• Paid Course

Coursera

Mining Quality Prediction Using Machine & Deep Learning

69 ratings at Coursera

Predict silica concentrate in iron ore using machine learning and deep learning models. Explore data, train models, and evaluate performance for faster mining industry predictions.

• Coursera
• 1 hour 55 minutes
• On-Demand
• 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
• On-Demand
• Paid Course

Medical Data Analysis and Mining

Master medical data analysis through hands-on case studies, from data preprocessing to advanced mining techniques, with practical applications in traditional Chinese medicine and modern healthcare scenarios.

• XuetangX
• On-Demand
• 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

เรียนรู้การทำเหมืองข้อมูลแบบครบวงจร ตั้งแต่การจัดเตรียมข้อมูล การวิเคราะห์ด้วยเทคนิคต่างๆ ไปจนถึงการประเมินประสิทธิภาพโมเดล เพื่อพัฒนาทักษะการเป็นนักวิเคราะห์ข้อมูลมืออาชีพ

• ThaiMOOC
• On-Demand
• Free Online Course

Rangsit University

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

เรียนรู้การวิเคราะห์ข้อมูลทางธุรกิจด้วยคลังข้อมูลและเหมืองข้อมูล ใช้เครื่องมือเช่น MSSQL, Power BI เพื่อตอบโจทย์ธุรกิจและประยุกต์ใช้ในชีวิตจริง

• ThaiMOOC
• On-Demand
• Free Online Course