Mining Courses

Data Mining in Python

11 ratings at Coursera

Discover how to extract valuable insights from large datasets using Python, covering itemsets, vectors, matrices, and sequences with real-world applications.

• Coursera
• 2 days 5 hours 51 minutes
• Self-Paced
• Paid Course

Intro to Analytic Thinking, Data Science, and Data Mining

158 ratings at Coursera

Explore data science fundamentals, ethical considerations, and business applications. Learn CRISP-DM, analytics types, and practical problem-solving using data science tools and techniques.

• Coursera
• 7 hours 15 minutes
• Self-Paced
• Paid Course

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

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

Data Mining and Knowledge Discovery

8 ratings at edX

Learn how to discover knowledge in data via data mining.

• edX
• 8 weeks, 6-10 hours/week
• Self-Paced
• Free Online Course (Audit)

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

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

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

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

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

Mining and Materials for Sustainable Development Transformations

21 ratings at edX

Learn about the role of mining and materials at the heart of the transformations needed to achieve climate change objectives, a just energy transition, and the Sustainable Development Goals.

• edX
• 8 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

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