25 Best Data Mining Courses Online

Pattern Discovery in Data Mining

Offered by University of Illinois Urbana-Champaign

Learn the general concepts of data mining along with basic methodologies and applications. Then dive into one subfield in data mining: pattern discovery. Learn in-depth concepts, methods, and applications of pattern disc...

Data Mining Methods

Offered by University of Colorado Boulder

This course covers the core techniques used in data mining, including frequent pattern analysis, classification, clustering, outlier analysis, as well as mining complex data and research frontiers in the data mining fiel...

Data Mining Foundations and Practice

Offered by University of Colorado Boulder

The Data Mining specialization is intended for data science professionals and domain experts who want to learn the fundamental concepts and core techniques for discovering patterns in large-scale data sets. This speciali...

Data Mining

Offered by University of Illinois Urbana-Champaign

The Data Mining Specialization teaches data mining techniques for both structured data which conform to a clearly defined schema, and unstructured data which exist in the form of natural language text. Specific course to...

Data Mining Project

Offered by University of Colorado Boulder

Data Mining Project offers step-by-step guidance and hands-on experience of designing and implementing a real-world data mining project, including problem formulation, literature survey, proposed work, evaluation, discus...

Cluster Analysis in Data Mining

Offered by University of Illinois Urbana-Champaign

Discover the basic concepts of cluster analysis, and then study a set of typical clustering methodologies, algorithms, and applications. This includes partitioning methods such as k-means, hierarchical methods such as BI...

Data Mining course for beginners

This course contains the use of artificial intelligence.Welcome to the Data Mining for Beginners course! If you want to learn how to extract useful information from data and apply this knowledge in practice, this course...

Data Mining Fundamentals For Beginners

Become a complete Data Engineer from scratch!!Data mining is one of the key elements of data science that focuses on real-time implementation of data collection & analysis. It is important for designing & buildin...

Data Mining and Knowledge Discovery

Offered by The Hong Kong University of Science and Technology

Learn how to discover knowledge in data via data mining.

Master of Science in Data Science

Offered by Maryville University

The Master of Science in Data Science course on edX offers a deep dive into the methodologies and tools essential for data analysis, machine learning, and artificial intelligence. Geared towards professionals aiming to e...

Process Mining: Data science in Action

Offered by Eindhoven University of Technology

Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course provides data science knowledge that can be ap...

More Applied Data Science with Python

Offered by University of Michigan

In our increasingly interconnected world, we’re collecting more raw data than ever. In “More Applied Data Science with Python,” you’ll learn how to extract and analyze complex data sets using Python. Practice using real-...

Informed Clinical Decision Making using Deep Learning

Offered by University of Glasgow

This specialisation is for learners with experience in programming that are interested in expanding their skills in applying deep learning in Electronic Health Records and with a focus on how to translate their models in...

Plant Bioinformatics Capstone

Offered by University of Toronto

The past 15 years have been exciting ones in plant biology. Hundreds of plant genomes have been sequenced, RNA-seq has enabled transcriptome-wide expression profiling, and a proliferation of "-seq"-based methods has perm...

Database to AI: Practical Data Analytics Integration

Offered by Northeastern University

This course introduces the fundamental concepts and emerging technologies in database design and modeling, database systems, data storage, and data governance. It presents a balanced theory-practice focus and covers enti...

Introduction to Clinical Data

Offered by Stanford Medicine

This course introduces you to a framework for successful and ethical medical data mining. We will explore the variety of clinical data collected during the delivery of healthcare. You will learn to construct analysis-rea...

Data Science Fundamentals

Offered by University of California, Irvine

This specialization demystifies data science and familiarizes learners with key data science skills, techniques, and concepts. The course begins with foundational concepts such as analytics taxonomy, the Cross-Industry S...

Recommender Systems

Offered by University of Minnesota

A Recommender System is a process that seeks to predict user preferences. This Specialization covers all the fundamental techniques in recommender systems, from non-personalized and project-association recommenders throu...

Text Marketing Analytics

Offered by University of Colorado Boulder

Marketing data are complex and have dimensions that make analysis difficult. Large unstructured datasets are often too big to extract qualitative insights. Marketing datasets also are relational and connected. This speci...

Plant Bioinformatic Methods

Offered by University of Toronto

The past 15 years have been exciting ones in plant biology. Hundreds of plant genomes have been sequenced, RNA-seq has enabled transcriptome-wide expression profiling, and a proliferation of "-seq"-based methods has perm...

Database Design and Operational Business Intelligence

Offered by University of California, Irvine

The goal of this specialization is to provide a comprehensive and holistic view of business intelligence and its enabling technologies, including relational databases, data warehousing, descriptive statistics, data minin...

Analytics for Decision Making

Offered by University of Minnesota

The field of analytics is typically built on four pillars: Descriptive Analytics, Predictive Analytics, Causal Analytics, and Prescriptive Analytics. Descriptive analytics (e.g., visualization, BI) deal with the explorat...

Data Science at Scale

Offered by University of Washington

Learn scalable data management, evaluate big data technologies, and design effective visualizations. This Specialization covers intermediate topics in data science. You will gain hands-on experience with scalable SQL and...

Machine Learning for Healthcare Professionals

Offered by Northeastern University

Examines data mining perspectives and methods in a healthcare context. Introduces the theoretical foundations for major data mining methods and studies how to select and use the appropriate data mining method and the maj...

The impact of big data on healthcare

Offered by University of Cambridge

Explore the transformative role of big data in healthcare with our comprehensive course. Gain expertise in advanced data technologies, focusing on cutting-edge tools and platforms for health data management. Learn essent...