Data Mining and Knowledge Discovery

About

Data mining has recently emerged as a major field of research and applications. Aimed at extracting useful and interesting knowledge from large data repositories such as databases and the Web, data mining integrates techniques from the fields of database, statistics and AI.

What you will learn

• Apply the clustering techniques to find clusters within the data
• Use the classification techniques to conduct classification and predication
• Use the knowledge of frequest pattern mining to discover patterns from the data
• Learn data warehouse techniques for data analysis

Skills you learn

• Data Mining
• Research
• Knowledge Discovery
• Web Mining

Syllabus

• Association
• Clustering
• Classification
• Data Warehouse
• Data Mining over Data Streams
• Web Database

Auto Summary

Unlock the potential of data with the "Data Mining and Knowledge Discovery" course by edX. This engaging program delves into the essentials of data mining, equipping you with the skills to uncover valuable insights from complex datasets. Spanning 10 weeks, this introductory-level course is perfect for beginners looking to build a foundation in IT and Computer Science. Guided by expert instructors, you'll explore fundamental techniques and tools for data analysis, enhancing your ability to make data-driven decisions. Whether you're just starting your journey in data science or seeking to solidify your knowledge base, this course offers flexible subscription options, including Starter and Professional plans, to suit your learning needs. Ideal for aspiring data scientists, IT professionals, and anyone keen on mastering the art of knowledge discovery in data, this course promises a comprehensive and practical learning experience that will set you on the path to success in the dynamic field of data mining.