Mining Courses

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
• Self-Paced
• Free Certificate

Rangsit University

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

เรียนรู้การวิเคราะห์ข้อมูลทางธุรกิจด้วยคลังข้อมูลและเหมืองข้อมูล ใช้เครื่องมือเช่น MSSQL, Power BI เพื่อตอบโจทย์ธุรกิจและประยุกต์ใช้ในชีวิตจริง

• ThaiMOOC
• Self-Paced
• Free Certificate

Jiangxi University of Science and Technology

Amazing Machinery : Mysteries of Mining and Metallurgy Equipment

Master the fundamentals of mining and metallurgical equipment, from crushers and mills to extraction systems. Learn practical applications and problem-solving skills essential for engineering careers.

• XuetangX
• 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

How to Build a Mining Rig

Learn to build, optimize, and troubleshoot cryptocurrency mining rigs, covering hardware selection, software setup, and best practices for efficient and profitable mining operations.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

IIT Roorkee;  NPTEL

Business Analytics & Data Mining Modeling Using R Part II

Explore advanced data mining techniques using R for business intelligence. Learn unsupervised learning, association rules, cluster analysis, and time series forecasting to derive actionable insights.

• Swayam
• 4 weeks
• Available until Aug 14, 2026
• Free Online Course

IIT Roorkee;  NPTEL

Business Analytics & Text Mining Modeling Using Python

Learn Python-based text mining for business intelligence, covering data handling, visualization, and modeling techniques to extract insights from textual data.

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

Strange Loop Conference

The Unintended Consequences of Mining Software Build Systems

Explore how historical build failure data can improve software development processes, with insights on testing, code reviews, remote onboarding, and productivity measurement.

• YouTube
• 10 minutes
• Self-Paced
• Conference Talk

GDC

Mining Your Own Design - Crafting the Crafting System in Astroneer

Explore how System Era Softworks enhanced Astroneer's crafting system by analyzing existing design, making extensive changes without destabilizing gameplay, and deepening player engagement.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Simons Institute

Game Theory Applied to Mining Pools, Token Offering, DAO, and Consensus Protocols

Explore game theory applications in blockchain, including mining pools, token offerings, DAOs, and consensus protocols. Gain insights into economic models and strategic decision-making in cryptocurrency ecosystems.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Elvis Saravia

Building Tools and Frameworks for Large-Scale Social Media Mining

Learn to build tools and frameworks for large-scale social media mining, focusing on creating data infrastructure for COVID-19 research using Twitter data. Gain insights on challenges, solutions, and best practices.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Bill Buchanan OBE

Network Attack Traffic and Data Mining - Lab 6

Explore network attack traffic and data mining techniques, including statistics, Nmap, Hydra, and crosscorrelation analysis for enhanced cybersecurity understanding.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

USENIX

Config2Spec - Mining Network Specifications from Network Configurations

Automated system for synthesizing formal network specifications from configurations, combining data plane analysis and control plane verification to enhance network reliability and security.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

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

Process Advisor: Understanding Task Mining and Process Mining in Microsoft

Explore Process Advisor and Task Mining for optimizing workflows. Learn about features, analytics, privacy, and implementation to improve business efficiency and determine ROI.

• YouTube
• 28 minutes
• Self-Paced
• Free Video