Search result for Data mining Online Courses & Certifications
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Advanced Data Mining with Weka
by Ian Witten- 0.0
5
Time series analysisData stream miningIncremental classifiersEvolving data streamsSupport vector machinesAccessing data mining in RDistributed data miningMap-reduce frameworkScripting data mining in Python and GroovyApplications: Soil analysis, Sentiment analysis, Bioinformatics, MRI neuroimaging, Image classification...
Free
Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘:理论与算法
by Bo Yuan- 0.0
14 Weeks
Unraveling the mysteries of Data Mining and Big Data, this course is a must-have for any budding Data Scientist. Basic data science concepts Typical data mining techniques Applications for data mining A taste of research in data mining Funny stories about data science...
$149
The Complete Data Science Project Management Course
by HiTech Squad- 3.5
1.5 hours on-demand video
Learn step by step Data Science Project Management through CRISP-DM industry standard data mining methodology This course takes you through the data mining activities in the context of Project Management. The data needs to be prepared for application of machine learning techniques. The data science project needs to conclude with deployment of data mining results and review of lessons learned....
$11.99
Fundamentals of Python for Data Mining
by SVBook Pte. Ltd.- 2.6
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
AI Workflow: Feature Engineering and Bias Detection
by Mark J Grover , Ray Lopez, Ph.D.- 4.5
Approx. 12 hours to complete
Explain the ethical considerations regarding bias in data Use topic modeling and visualization to explore text data Employ outlier handling best practices in high dimension data Pattern recognition and data mining best practices Pattern Recognition and Data Mining Best Practices: Summary/Review Pattern Recognition and Data Mining Best Practices: End of Module Quiz...
Data Science for Smart Cities
by Satish Ukkusuri , Eunhan Ka- 0.0
16 Weeks
Apply the basics of various data mining techniques. Map the data mining tool that is appropriate for various smart city applications. Code, apply and solve the data mining algorithms using Python. Interpret the results from the data mining tools and make connections to policy making as they relate to smart cities applications....
$2250
Big Data and Education
by Ryan Baker- 0.0
8 Weeks
In this course, you will learn how and when to use key methods for educational data mining and learning analytics on this data. You'll also gain experience with standard data mining methods frequently applied to educational data. Key methods for educational data mining...
$169
Hands-on Text Mining and Analytics
by Min Song- 3.9
Approx. 13 hours to complete
This course provides an unique opportunity for you to learn key components of text mining and analytics aided by the real world datasets and the text mining toolkit written in Java. Hands-on experience in core text mining techniques including text preprocessing, sentiment analysis, and topic modeling help learners be trained to be a competent data scientists....
Text Mining and Analytics
by ChengXiang Zhai- 4.5
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...
Fundamentals of R for Applied Statistics
by SVBook Pte. Ltd.- 3.6
2.5 hours on-demand video
Wanted to learn R programming and fundamental applied statistics for data science? Have you ever wanted to learn data mining? Data science is a very hot field now. Applied statistics can be used in data understanding and data exploration stage of the data mining process (CRISP DM). - Data Visualization (bar, histogram, scatter matrix, ....
$11.99