Data Mining Courses and Certifications

Data Manipulation in Julia

Master the essential skills of data manipulation in Julia. Learn how to inspect, transform, group, and visualize DataFrames using real-world datasets.

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

Data Mining Project

50 ratings at Coursera

Analyze Yelp restaurant reviews to discover insights on cuisines, popular dishes, and dining recommendations. Apply data mining techniques to visualize opinions and construct cuisine maps.

• Coursera
• 14 hours 43 minutes
• Self-Paced
• Paid Course

Credential

Data Mining Foundations and Practice

182 ratings at Coursera

Discover patterns in large-scale datasets through key data mining concepts and techniques. Learn data preprocessing, modeling, frequent pattern analysis, classification, clustering, and gain hands-on project experience.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

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

GOTO Conferences

Mining Repository Data to Debug Software Development Teams

Explore techniques for analyzing repository data to identify misalignments between team and technical architectures, enabling proactive problem-solving in software development.

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

Great Learning

Data Analysis of Amazon Reviews - Data Mining

Learn to scrape and analyze Amazon reviews using Python, covering web scraping techniques, data preprocessing, and visualization for valuable e-commerce insights.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Data Mining for Neurohackers

Explore data mining techniques for neuroscience applications, focusing on innovative approaches and practical insights for hackers interested in brain-computer interfaces.

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

Association for Computing Machinery (ACM)

Adversarial Data Mining - Big Data Meets Cyber Security

Explore adversarial data mining techniques in cybersecurity, focusing on big data challenges and solutions for detecting and mitigating threats in complex digital environments.

• YouTube
• 2 hours 41 minutes
• Self-Paced
• Conference Talk

PHP UK Conference

Big Data Web - Big Data Science - Big Data Mining

Exploring big data science and mining techniques in PHP, with focus on creating value from data itself and unlocking collective wisdom across industries.

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

Data Mining Pipeline

117 ratings at Coursera

Explore key steps in data mining: understanding, preprocessing, warehousing, modeling, interpretation, and real-world applications. Gain practical skills for effective data analysis and decision-making.

• Coursera
• 21 hours 54 minutes
• Self-Paced
• Paid Course

Python A-Z™: Python For Data Science With Real Exercises!

30331 ratings at Udemy

Programming In Python For Data Analytics And Data Science. Learn Statistical Analysis, Data Mining And Visualization

• Udemy
• 11 hours 4 minutes
• Self-Paced
• Paid Course

Data Mining Methods

72 ratings at Coursera

Explore core data mining techniques including pattern analysis, classification, clustering, and outlier analysis. Learn advanced methods for complex data and discover research frontiers in the field.

• Coursera
• 1 day 25 minutes
• Self-Paced
• Paid Course

Data Mining Project

33 ratings at Coursera

Gain hands-on experience designing and implementing a real-world data mining project, from problem formulation to evaluation and future work.

• Coursera
• 19 hours 21 minutes
• Self-Paced
• Paid Course

Datamine Software

The Mining Data Stream - How Connected Systems Improve Data Quality and Operational Efficiency

Discover how connected systems in mining operations can enhance data quality and operational efficiency through improved data streams and integrated technological solutions.

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

Portrait Service - AI-Driven PB-Scale Data Mining for Cost Optimization and Stability Enhancement

Discover how Kuaishou uses AI-driven data mining to optimize Kubernetes infrastructure, managing 200K+ machines with enhanced stability and 20% performance gains through intelligent resource allocation.

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