Search result for Data mining course syllabus Online Courses & Certifications
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Process Mining: Data science in Action
by Wil van der Aalst- 4.7
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Approx. 22 hours to complete
Through concrete data sets and easy to use software the course provides data science knowledge that can be applied directly to analyze and improve processes in a variety of domains. Then the course focuses on process mining as a bridge between data mining and business process modeling. How is Process Mining Different from Data Mining?...
Pattern Discovery in Data Mining
by Jiawei Han- 4.3
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Approx. 17 hours to complete
Learn the general concepts of data mining along with basic methodologies and applications. Then dive into one subfield in data mining: pattern discovery. Mining Frequent Patterns by Exploring Vertical Data Format SPADE—Sequential Pattern Mining in Vertical Data Format Mining and Aggregating Patterns over Multiple Trajectories ToPMine: Phrase Mining without Training Data Frequent Pattern Mining in Data Streams...
Blockchain and Cryptocurrency Explained
by Robert Dittmar , Andrew Wu- 4.7
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Approx. 9 hours to complete
Syllabus Course Introduction Blockchain Data Blockchain Network and Data Processing Case Reading: Mining for Bitcoin Course Feedback...
What is Data Science?
by Rav Ahuja , Alex Aklson- 4.7
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Approx. 9 hours to complete
The art of uncovering the insights and trends in data has been around since ancient times. The ancient Egyptians used census data to increase efficiency in tax collection and they accurately predicted the flooding of the Nile river every year. A day in the Life of a Data Scientist Course Syllabus Data Mining...
Intro to Analytic Thinking, Data Science, and Data Mining
by Dursun Delen , Julie Pai- 4
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Approx. 7 hours to complete
We will review the types of business problems data science can solve and discuss the application of the CRISP-DM process to data mining efforts. Data Mining and an Overview of Data Analytics Data Mining and an Overview of Data Analytics The benefits of using the cross-industry standard process for data mining (CRISP-DM)...
Data Mining Project
by Jiawei Han , ChengXiang Zhai , John C. Hart- 4.6
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Approx. 11 hours to complete
This six-week long Project course of the Data Mining Specialization will allow you to apply the learned algorithms and techniques for data mining from the previous courses in the Specialization, including Pattern Discovery, Clustering, Text Retrieval, Text Mining, and Visualization, to solve interesting real-world data mining challenges. Welcome to the Data Mining Project!...
Text Mining and Analytics
by ChengXiang Zhai- 4.5
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Approx. 33 hours to complete
This course will cover the major techniques for mining and analyzing text data to discover interesting patterns, extract useful knowledge, and support decision making, with an emphasis on statistical approaches that can be generally applied to arbitrary text data in any natural language with no or minimum human effort. 5 Opinion Mining and Sentiment Analysis: Motivation...
Business intelligence and data warehousing
by María del Pilar Ángeles- 3.9
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Approx. 10 hours to complete
Welcome to the specialization course Business Intelligence and Data Warehousing. This course will be completed on six weeks, it will be supported with videos and various documents that will allow you to learn in a very simple way how to identify, design and develop analytical information systems, such as Business Intelligence with a descriptive analysis on data warehouses....
Assessment for Learning
by Dr William Cope , Dr Mary Kalantzis- 4.5
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Approx. 14 hours to complete
Other topics include the use of data mining and learning analytics systems in learning management systems and educational technology platforms. Participants will be required to consider issues of data access, privacy and the challenges raised by ‘big data’ including data persistency and student profiling. Educational Data Mining + Evaluation Using Data to Analyze Learning...
Fundamentals of Python for Data Mining
by SVBook Pte. Ltd.- 2.6
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3 hours on-demand video
Want to learn data mining with Python? This course offers fundamentals of Pythons with examples and than data mining. The course will than run through the popular data mining libraries like pandas, matplotlib, scipy, sklearn briefly on iris dataset to do data manipulation, data visualizations, data exploration with statistics (inferential and descriptives), model and evaluation....
$9.99
