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Data Mining
Skills Covered: Data Mining, Text Mining, Data Clustering
Data Mining Methods
Skills Covered: Data Mining, Pattern Analysis, Classification
Data Mining Pipeline
Skills Covered: Data Mining, Data Preprocessing, Data Warehousing
Pattern Discovery in Data Mining
Skills Covered: Pattern Mining, Sequential Pattern Mining, Data Mining Algorithms
Cluster Analysis in Data Mining
Skills Covered: Cluster Analysis, K-Means Clustering, Hierarchical Clustering
Data Mining and Knowledge Discovery Fundamentals
Skills Covered: Data Mining, Knowledge Discovery, Clustering
Intro to Analytic Thinking, Data Science, and Data Mining
Skills Covered: Data Science, Data Mining, CRISP-DM
Data mining of Clinical Databases - CDSS 1
Skills Covered: Clinical Data Mining, MIMIC-III, Electronic Health Records
Foundations of mining non-structured medical data
Skills Covered: Big Data, healthcare analytics, NLP
Data Mining Project - Univ. of Illinois Urbana-Champaign
Skills Covered: Data Mining, Data Analysis, Natural Language Processing
Text Mining and Analytics
Skills Covered: Text Mining, Natural Language Processing, Data Clustering
Applied Text Mining in Python
Skills Covered: Natural Language Processing, Python Programming, NLTK
Mining and Materials for Sustainable Development
Skills Covered: Sustainable Development, Mining, Climate Change
