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Remember: All of our classroom courses are available as live instructor-led training which you can attend from home.

Remember: All of our classroom courses are available as live instructor-led training which you can attend from home.

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Data Mining Training - United States

Key points about this course


Duration: 2 Days*

Support: 24/7

Dates & Prices Inquire
  • Gain an in-depth understanding on data mining.
  • Learn about data visualisation, data preprocessing, and data warehousing.
  • Obtain knowledge on pattern mining, classification methods, and cluster analysis.

Available delivery methods for this course

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Online Instructor-Led

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Online Self-Paced

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In-house

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Classroom

Limited Budget?

We understand that people may have limited budgets.

  • To help and support our clients we will provide limited number of 250 daily discount codes.
  • Hurry first come, first served!
  • If you miss out, enquire to get yourself on the waiting list for the next day!

animated-arrow-image-0310 Inquire for daily discount code 94 Remaining (Live Counter)

Why Home Virtual is great

With an incredibly easy to use interface, our chosen platform has been designed to make learning online simple and enjoyable. It’s amazing video & audio quality means you won’t miss a thing.

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Works on all devices

Attend on whichever device works best for you.
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Recording & transcripts

Revisit what you’ve learnt at any time.
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See your trainer’s screen

Your instructor can share their screen at any time to demonstrate what they’re teaching.
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Share documents

You can share documents with the trainer and your trainer can share with you.
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Virtual whiteboard

Trainers can draw on and share their whiteboard with the class at any time.
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Key points about this course


Duration: 2 Days*

Support: 24/7

View dates & prices

Find out more

Please enter Name
Please enter valid Email
Please enter valid phone
The information you provide shall be processed by The Knowledge Academy – a professional training company. Your data shall be used by a member of staff to contact you regarding your enquiry. View privacy policy

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Data Mining Training Dates & Prices

Select your preferred delivery method

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Thu 16th Jul 2020
Places available
Was: $2995
Now: $1995
Thu 13th Aug 2020
Places available
Was: $2995
Now: $1995
San Jose
Thu 10th Sep 2020
Places available
$3595
New York
Thu 10th Sep 2020
Places available
$3595
Phoenix
Thu 10th Sep 2020
Places available
$3595
Boston
Thu 10th Sep 2020
Places available
$3595
Los Angeles
Thu 10th Sep 2020
Places available
$3595
Atlanta
Thu 10th Sep 2020
Places available
$3595
Tampa
Thu 10th Sep 2020
Places available
$3895
Houston
Thu 10th Sep 2020
Places available
$3595
Denver
Thu 10th Sep 2020
Places available
$3595
Colorado Springs
Thu 10th Sep 2020
Places available
$3895
Detroit
Thu 10th Sep 2020
Places available
$3595
Irvine
Thu 10th Sep 2020
Places available
$3895
San Antonio
Thu 10th Sep 2020
Places available
$3895
San Francisco
Thu 10th Sep 2020
Places available
$3595
Sacramento
Thu 10th Sep 2020
Places available
$3895
Dallas
Thu 10th Sep 2020
Places available
$3595
Philadelphia
Thu 10th Sep 2020
Places available
$3595
Seattle
Thu 10th Sep 2020
Places available
$3595
San Diego
Thu 10th Sep 2020
Places available
$3595
Washington D.C.
Thu 10th Sep 2020
Places available
$3595
Minneapolis
Thu 10th Sep 2020
Places available
$3895
Austin
Thu 10th Sep 2020
Places available
$3595
Chicago
Thu 10th Sep 2020
Places available
$3595
Las Vegas
Thu 10th Sep 2020
Places available
$3895
Thu 10th Sep 2020
Places available
Was: $2995
Now: $1995
Portland
Thu 10th Sep 2020
Places available
$3895
Thu 8th Oct 2020
Places available
Was: $2995
Now: $1995
Irvine
Thu 12th Nov 2020
Places available
$3895
Minneapolis
Thu 12th Nov 2020
Places available
$3895
San Antonio
Thu 12th Nov 2020
Places available
$3895
San Francisco
Thu 12th Nov 2020
Places available
$3595
Sacramento
Thu 12th Nov 2020
Places available
$3895
Dallas
Thu 12th Nov 2020
Places available
$3595
Thu 12th Nov 2020
Places available
Was: $2995
Now: $1995
Philadelphia
Thu 12th Nov 2020
Places available
$3595
Seattle
Thu 12th Nov 2020
Places available
$3595
San Diego
Thu 12th Nov 2020
Places available
$3595
Washington D.C.
Thu 12th Nov 2020
Places available
$3595
Austin
Thu 12th Nov 2020
Places available
$3595
Chicago
Thu 12th Nov 2020
Places available
$3595
Las Vegas
Thu 12th Nov 2020
Places available
$3895
Portland
Thu 12th Nov 2020
Places available
$3895
Detroit
Thu 12th Nov 2020
Places available
$3595
San Jose
Thu 12th Nov 2020
Places available
$3595
New York
Thu 12th Nov 2020
Places available
$3595
Phoenix
Thu 12th Nov 2020
Places available
$3595
Boston
Thu 12th Nov 2020
Places available
$3595
Los Angeles
Thu 12th Nov 2020
Places available
$3595
Atlanta
Thu 12th Nov 2020
Places available
$3595
Tampa
Thu 12th Nov 2020
Places available
$3895
Houston
Thu 12th Nov 2020
Places available
$3595
Denver
Thu 12th Nov 2020
Places available
$3595
Colorado Springs
Thu 12th Nov 2020
Places available
$3895
Thu 10th Dec 2020
Places available
Was: $2995
Now: $1995

Complete the steps below to receive a quote or more information

How will you be funding your training?

Self funding

Company funding

Not sure

Limited Budget?

We understand that people may have limited budgets.

  • To help and support our clients we will provide limited number of 250 daily discount codes.
  • Hurry, they’re first come, first served!
  • If you miss out, enquire to get yourself on the waiting list for the next day!

  Inquire for daily discount code 94  Remaining (Live Counter)

Key points about this course


Duration: 2 Days*

Support: 24/7


Course Information

Data Mining Training​ Course Overview

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 Mining 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 discretization. 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.

Data Mining Training​ Course Outline

Getting Started with Data Mining

  • What is Data Mining?
  • What Kinds of Data Can Be Mined?
  • Data Objects and Attribute Types
  • Data Visualisation
  • Measuring Data Similarity and Dissimilarity

Data Preprocessing

  • Data Cleaning and Data Integration
  • Data Reduction
  • Data Transformation and Data Discretization

Data Warehousing and Online Analytical Processing

  • Basic Concepts of Data Warehousing
  • Data Cube and OLAP
  • Design, Usage, and Implementation of Data Warehouse

Data Cube

  • Preliminary Concepts
  • Data Cube Computation Methods
  • Multidimensional Data Analysis in Cube Space

Mining Frequent Patterns, Associations, and Correlations

  • Frequent Itemset Mining Methods
  • Pattern Evaluation Methods

Advanced Pattern Mining

  • Pattern Mining in Multilevel and Multidimensional Space
  • Constraint-Based Frequent Pattern Mining
  • Mining High-Dimensional Data and Colossal Patterns
  • Mining Compressed or Approximate Patterns
  • Pattern Exploration and Application

Classification

  • What is Classification?
  • Decision Tree Induction
  • Bayes Classification Methods
  • Rule-Based Classification
  • Model Evaluation and Selection

Advanced Methods of Classification

  • Bayesian Belief Networks
  • Backpropagation
  • Classification Using Frequent Patterns
  • Lazy Learners
  • Genetic Algorithms, Rough Set Approach, and Fuzzy Set Approaches

Cluster Analysis

  • What is Cluster Analysis?
  • Partitioning and Hierarchical Methods
  • Density-Based and Grid-Based Methods

Advanced Cluster Analysis

  • Probabilistic Model-Based Clustering
  • Clustering High-Dimensional and Graph Data
  • Clustering with Constraints

Outlier Detection

  • Outlier Analysis
  • Outlier Detection Methods
  • Statistical and Proximity-Based Approaches
  • Clustering-Based and Classification-Based Approaches
  • Outlier Detection in High-Dimensional Data

Prerequisites

There are no formal prerequisites for attending this course. However, basic knowledge of the IT industry will be beneficial.

Audience

Anyone who is interested in learning the data mining can attend this course. This course is best-suited for IT managers aiming to improve data management and analysis techniques.

Please arrive at the venue at 8:45am.
There are no formal prerequisites for attending this course. However, basic knowledge of the IT industry will be beneficial.
Anyone who is interested in learning the data mining can attend this course. This course is best-suited for IT managers aiming to improve data management and analysis techniques.
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is 2 days.
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The price for Data Mining Training certification in the United States starts from $1595
The Knowledge Academy is the Leading global training provider in the world for Data Mining Training.
  • Delegate pack consisting of course notes and exercises
  • Manual
  • Experienced Instructor

Why choose TKA logo


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Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

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Various delivery methods

Flexible delivery methods are available depending on your learning style.

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Resources

Resources are included for a comprehensive learning experience.

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"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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"...the trainer for this course was excellent. I would definitely recommend (and already have) this course to others."

Diane Gray, Shell

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