Mining Courses

Cluster Analysis, Association Mining, and Model Evaluation

47 ratings at Coursera

Explore unsupervised learning, collaborative filtering, and model evaluation techniques. Learn to apply cluster analysis, association rules mining, and regression analytics for data-driven insights and predictions.

• Coursera
• 3 hours 57 minutes
• Self-Paced
• Paid Course

Data Mining Project

51 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

Hands-on Text Mining and Analytics

40 ratings at Coursera

Learn key text mining techniques like preprocessing, sentiment analysis, and topic modeling using real-world datasets and a Java toolkit. Gain hands-on experience to become a competent data scientist.

• Coursera
• 14 hours 8 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Mining Foundations and Practice

185 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

Data Mining Pipeline

119 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

Data Mining Methods

73 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

Machine Learning e Data Mining in R

10 ratings at Coursera

Panoramica pratica delle tecniche di apprendimento automatico in R, dalle più interpretabili alle più flessibili, con implementazione continua dei concetti e applicazione a dataset reali.

• Coursera
• 1 day 6 hours 42 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Data mining of Clinical Databases - CDSS 1

15 ratings at Coursera

Explore MIMIC-III, the largest public EHR database. Learn database design, querying tools, and data extraction for developing clinically useful machine learning algorithms in healthcare.

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

Data Mining of Clinical Databases

15 ratings at Coursera

Explore MIMIC-III, the largest public EHR database, to query, extract, and visualize clinical data, understand ICD coding systems, and develop machine learning algorithms for precision medicine.

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

Text Mining for Marketing

Learn text mining techniques for marketing decisions. Analyze customer feedback, monitor brand reputation, and gain insights from unstructured data. Explore challenges, future trends, and ethical implications in this field.

• Coursera
• 20 hours 45 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course

Coursera

Foundations of Modern Mining

14 ratings at Coursera

Discover the complete mining cycle from prospecting to after-care, gaining essential knowledge about modern mining operations, terminology, and industry-validated practices for professional advancement.

• Coursera
• 1 hour 58 minutes
• Self-Paced
• Paid Course