Search result for Data Mining Online Courses & Certifications
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Description of Data Mining Courses
- Data Mining is the process of discovering patterns in large data sets. It involves the use of mathematical and statistical techniques to extract meaningful insights from data.
Common Things Learned
- In Data Mining courses, students learn about various techniques and algorithms used to extract information from large data sets. They learn about supervised and unsupervised learning, decision trees, clustering, association rule mining, and more. They also learn about data preprocessing techniques such as data cleaning, data transformation, and feature selection. Additionally, they learn about how to evaluate the performance of data mining models and how to apply these techniques to real-world problems.
Typical Student
- Typical students who take Data Mining courses are those who have a background in computer science, mathematics, or statistics. They are interested in learning about how to extract meaningful insights from large data sets using mathematical and statistical techniques. They may be pursuing degrees in fields such as data science, machine learning, or artificial intelligence.
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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. This course aims to cover the fundamentals of Python programming through real world examples, followed by a touch on Data Science. You do not need to know programming for this course....
$9.99
Data Mining with R: Go from Beginner to Advanced!
by Geoffrey Hubona, Ph.D.- 4.2
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12 hours on-demand video
Learn to use R software for data analysis, visualization, and to perform dozens of popular data mining techniques. This is a "hands-on" business analytics, or data analytics course teaching how to use the popular, no-cost R software to perform dozens of data mining tasks using real data and data mining cases....
$12.99
Outlier Detection Algorithms in Data Mining and Data Science
by KDD Expert- 3.6
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2.5 hours on-demand video
Outlier Detection in Data Mining, Data Science, Machine Learning, Data Analysis and Statistics using PYTHON,R and SAS Welcome to the course " Outlier Detection Techniques ". Are you Data Scientist or Analyst or maybe you are interested in fraud detection for credit cards, insurance or health care, intrusion detection for cyber-security, or military surveillance for enemy activities?...
$12.99
More Data Mining with R
by Geoffrey Hubona, Ph.D.- 3.9
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10.5 hours on-demand video
How to perform market basket analysis, analyze social networks, mine Twitter data, text, and time series data. More Data Mining with R presents a comprehensive overview of a myriad of contemporary data mining techniques. Both courses examine and explain a number of data mining methods and techniques, using concrete data mining modeling examples, extended case studies, and real data sets....
$12.99
Python for Machine Learning and Data Mining
by CARLOS QUIROS- 3.6
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12.5 hours on-demand video
Numpy, Pandas, Matplotlib, Seaborn, Neural Networks, Time Series, Market Basquet Analysis, GUIs, MySQL and much more!! Data Mining and Machine Learching are a hot topics on business intelligence strategy on many companies in the world. We'll initiate at the basic level covering the main topics of Python Language and also the needing programs to develop our applications....
$11.99
Data Mining with Rattle
by Geoffrey Hubona, Ph.D.- 3.8
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15 hours on-demand video
Learn to use the GUI-based comprehensive Data Miner data mining software suite implemented as the rattle package in R Rattle is a popular GUI-based software tool which 'fits on top of' R software. The course focuses on life-cycle issues, processes, and tasks related to supporting a 'cradle-to-grave' data mining project....
$11.99
Case Studies in Data Mining with R
by Geoffrey Hubona, Ph.D.- 4.1
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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 cumulative "hands-on" 3-course fifteen sessions showcase the use of Luis Torgo's amazingly useful "Data Mining with R" (DMwR) package and R software....
$11.99
Data Mining
by The Art Of Service- 3.9
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2 hours on-demand video
An introductory course about understanding patterns, process, tools of data mining. Uncover the essential tool for information management professionals known as 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....
$11.99
Information Retrieval and Mining Massive Data Sets
by Omkar Deshpande- 4
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39 hours on-demand video
Learn various techniques to build a Google scale Information Retrieval System. The goal is to introduce various techniques required to build an IR System. In this course we will explore various methods to solve big data problem. We will evaluate alternative solutions and trade offs....
$11.99
Machine Learning and Data Mining with Weka - For Beginners
by Shadi Oweda- 4.2
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2 hours on-demand video
Learn how to start your Machine Learning journey with Weka to Build your next Predicative Machine Learning Models. This introductory course will help make your machine learning journey easy and pleasant , you will be learning by using the powerful Weka open source machine learning software, developed in New Zealand by the University of Waikato....
$11.99
Time
- To get the fundamentals of Data Mining, it typically takes around 3-6 months of study. However, becoming well adept in this topic can take several years of practice and experience. It is important to continuously work on projects and stay up-to-date with new techniques and algorithms.
Courses
Data Mining is often a core course in many data science and machine learning programs. It is typically taken after foundational courses in statistics and programming, and followed by more specialized courses in machine learning and data analysis.
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Fields
Data Mining is used in a wide range of fields, including finance, marketing, healthcare, and more. In finance, it is used to detect fraud and predict stock prices. In marketing, it is used to identify customer segments and personalize marketing campaigns. In healthcare, it is used to identify disease patterns and predict patient outcomes. Data Mining is also used in fields such as education, transportation, and social media.
- Related Fields
Careers
Data Mining is needed in many careers that involve working with large data sets. Some of these careers include data scientists, machine learning engineers, business analysts, and data analysts. In these roles, individuals may be responsible for analyzing data, building predictive models, and communicating insights to stakeholders.
- Examples of Common Careers
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- Data Scientist
- Machine Learning Engineer
- Business Analyst
- Data Analyst
