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Module 1: Getting Started with Data Mining
Module 2: Data Preprocessing
Module 3: Data Warehousing and Online Analytical Processing
Module 4: Data Cube
Module 5: Mining Frequent Patterns, Associations, and Correlations
Module 6: Advanced Pattern Mining
Module 7: Classification
Module 8: Advanced Methods of Classification
Module 9: Cluster Analysis
Module 10: Advanced Cluster Analysis
Module 11: Outlier Detection
The Data Mining Course is tailored to impart knowledge on the process of extracting patterns, correlations, and information from large amounts of data stored in databases, data warehouses, or other information repositories. This course can be beneficial for various professionals aiming to derive insights from data, including:
There are no formal prerequisites required for attending this Data Mining Course. Although, a prior understanding of IT concepts can be helpful.
Data mining is the method of detecting patterns in large data sets by making use of statistics, machine learning and database systems. It includes analysing large amounts of data and converting it into useful information. The insights gained from data mining can be used for fraud detection, marketing, scientific discovery, etc.
This Data Science Training course will provide delegates with extensive knowledge on data mining. This course will cover the main concepts of data mining, including data objects, data visualisation, measuring data similarity, and data preprocessing. Delegates will also learn about data transformation and data discretisation. Data warehousing and online analytical processing will also be crucial concepts of this course, including basic data warehousing concepts, data cube, and OLAP.
In addition, this 2-day training course will cover mining frequent patterns, associations, and correlations including pattern evaluation methods. Delegates will acquire knowledge on advanced pattern mining that comprises constraint-based frequent pattern mining, mining high-dimensional data and colossal patterns, and pattern exploration and application. By the end of this course, delegates will have gained comprehensive knowledge on classification methods, cluster analysis, and outlier detection.
Upon completing this Data Mining Training Course, delegates will gain advanced skills in extracting valuable insights from large datasets, enhancing their ability to make informed business decisions. Additionally, the course equips them with practical knowledge of cutting-edge data mining techniques, positioning them for career advancement in the rapidly evolving field of data analytics.
Why choose us
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Data Mining Training. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.
Unlock your potential with The Knowledge Academy's Data Mining Training, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.
Experience the most sought-after learning style with The Knowledge Academy's Data Mining Training. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Data Mining Training sessions.
Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience
We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible
Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment
Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value
Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Data Mining Training at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.
Leverage benefits offered from a certification that fits your unique business or project needs
Cut unnecessary costs and focus your entire budget on what really matters, the training.
Our Data Mining Training offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings
The course know-how will help you track and evaluate your employees' progression and performance with relative ease
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Flexible delivery methods are available depending on your learning style.
Resources are included for a comprehensive learning experience.
"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water
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