Search result for Data mining course syllabus Online Courses & Certifications
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Case Studies in Data Mining with R
by Geoffrey Hubona, Ph.D.- 4.1
22 hours on-demand video
Learn to use the "Data Mining with R" (DMwR) package and R software to build and evaluate predictive data mining models. Case Studies in Data Mining was originally taught as three separate online data mining courses. The third extended case, Predicting Stock Market Returns is a data mining case study addressing the domain of automatic stock trading systems....
$11.99
Data Mining
by The Art Of Service- 3.9
2 hours on-demand video
An introductory course about understanding patterns, process, tools of data mining. Data mining is the process of extracting patterns from large data sets by connecting methods from statistics and artificial intelligence with database management. Although a relatively young and interdisciplinary field of computer science, data mining involves analysis of large masses of data and conversion into useful information....
$11.99
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 is to enable learners to successfully manage a data science project. This course takes you through the data mining activities in the context of Project Management. The course lists the monitoring, reporting and user training needs during the execution of data science project....
$11.99
Introduction to Data Science in Python
by Christopher Brooks- 4.5
Approx. 31 hours to complete
This course should be taken before any of the other Applied Data Science with Python courses: Applied Plotting, Charting & Data Representation in Python, Applied Machine Learning in Python, Applied Text Mining in Python, Applied Social Network Analysis in Python. Syllabus 50 years of Data Science, David Donoho (Optional) Basic Data Processing with Pandas...
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
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? This course provides what is needed. Have you ever wanted to learn data mining? 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
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....
Basic Data Processing and Visualization
by Julian McAuley , Ilkay Altintas- 4.3
Approx. 11 hours to complete
This is the first course in the four-course specialization Python Data Products for Predictive Analytics, introducing the basics of reading and manipulating datasets in Python. In this course, you will learn what a data product is and go through several Python libraries to perform data retrieval, processing, and visualization. Syllabus Course Materials...
Mastering SQL Server Query Languages - T-SQL, MDX, DAX & DMX
by Siddharth Mehta- 3.5
6.5 hours on-demand video
Query SQL Server, OLAP Cubes, Data Mining Models, Tabular Cubes & OLTP Database with 4 query languages & 1000+ queries 3) More than 1000+ queries are explained in the course on OLTP, OLAP and Data Mining Models. 1000+ Ready-to-use T-SQL, MDX, DAX and DMX QueriesLinks to 1 Sample OLTP Database, 1 Sample Data Warehouse, 1 OLAP Database with sample data and data mining models....
$12.99
Getting and Cleaning Data
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.6
Approx. 20 hours to complete
This course will cover the basic ways that data can be obtained. The course will cover obtaining data from the web, from APIs, from databases and from colleagues in various formats. The course will also cover the components of a complete data set including raw data, processing instructions, codebooks, and processed data....