Data Mining Training in San Jose

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Data Mining Training

San Jose

Acquire a solid understanding of data mining concepts, algorithms, and methodologies
Learn techniques for preprocessing data with our Data Mining Course San Jose
Learn supervised and unsupervised learning techniques within the context of data mining

Dates & Prices Dates & Prices

Course information

Data Mining Training Course Outline

Module 1: Getting Started with Data Mining

Introduction to Data Mining
Types of Data
Data Objects and Attribute Types
Data Visualization
Measuring Data Similarity and Dissimilarity

Module 2: Data Preprocessing

Introduction to Data Preprocessing
Data Integration
Data Cleaning
Data Reduction
Data Transformation
Data Discretization

Module 3: Data Warehousing and Online Analytical Processing

Basic Concepts of Data Warehousing
Data Cube and OLAP
Design of Data Warehouse
Implementation of Data Warehouse
Uses of Data Warehouse

Module 4: Data Cube

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

Module 5: Mining Frequent Patterns, Associations, and Correlations

Frequent Itemset Mining Methods
Pattern Evaluation Methods

Module 6: 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

Module 7: Classification

Introduction to Classification
Decision Tree Induction
Bayes Classification Methods
Rule-Based Classification

Module 8: Advanced Methods of Classification

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

Module 9: Cluster Analysis

Introduction to Cluster Analysis
Partitioning and Hierarchical Methods
Density-Based and Grid-Based Methods

Module 10: Advanced Cluster Analysis

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

Module 11: Outlier Detection

Outlier Analysis
Outlier Detection Methods
Statistical and Proximity-Based Approaches
Clustering-Based and Classification-Based

Who should attend this Data Mining Training Course?

The Data Mining Course in San Jose 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:

Data Scientists
Business Analysts
Database Administrators
Marketing Analysts
Researchers and Statisticians
Machine Learning Engineers
Operations Analysts

Prerequisites of the Data Mining Training Course

There are no formal prerequisites required for attending this Data Mining Course. However, some prior understanding of IT concepts can be helpful.

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 analyzing large amounts of data and converting it into useful information. The insights gained from data mining course in San Jose can be used for fraud detection, marketing, scientific discovery, etc.

This Data Science Training course in San Jose will provide delegates with extensive knowledge on data mining. This course will cover the main concepts of data mining, including data objects, data visualization, 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 in San Jose 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.

Course Objectives

To comprehend data mining concepts and its practical applications
To acquire data preprocessing skills for effective analysis
To grasp data transformation and discretization techniques
To understand data warehousing and online analytical processing (OLAP)
To become proficient in frequent pattern mining and associations
To develop expertise in advanced pattern mining, classification, clustering, and outlier detection

Upon completing this Data Mining Training Course in San Jose, 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.

What’s included in this Data Mining Training Course?

World-Class Training Sessions from Experienced Instructors
Data Mining Certificate
Digital Delegate Pack

Why choose us

Our San Jose venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

San Jose is in the heart of the Silicon Valley with Guadalupe River running through the north; it is also considered to be a global city with a population of just over 1 million. It is well known for its high tech industry and high cost of living. As it is near San Francisco, San Jose also suffers with at least one earthquake a year on average.

Some of the more famous places in San Jose include; Winchester Mystery House, the Tech Museum of Innovation, Cathedral Basilica of St. Joseph and the Municipal Rose Garden. San Jose also happens to be the home of the headquarters for companies such as; Adobe, Ebay and Paypal.

San Jose University is located in the downtown San Jose offers over 130 different bachelors and masters degree programs. There are a number of other university campus’ in San Jose including; California University of Management and Technology, the National University, Golden Gate University, Lincoln Law School of San Jose and University of Silicon Valley Law School.

Address

San Jose, California

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Data Mining Training in San Jose. 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.

Learn more in our FAQs

Unlock your potential with The Knowledge Academy's Data Mining Training in San Jose, 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.

Learn more in our FAQs

Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

Team building opportunity

Our offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Learn more in our FAQs

What our customers are saying

Data Mining Training in San Jose FAQs

What is Data Mining?

Data Mining is the process of discovering patterns, trends, and insights from large sets of data using various techniques, often with the goal of making informed business decisions.

What will I learn in this Data Mining Course?

In this Data Mining Course, you will learn essential techniques for extracting meaningful patterns and knowledge from large datasets, enabling you to make informed decisions and predictions.

What are the pre-requisites of the Data Mining Training Course?

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

What are the benefits of learning this Data Mining Course in San Jose?

Learning a Data Mining Course in San Jose offers the advantage of acquiring skills to uncover valuable patterns in data, enhance decision-making processes, and gain a competitive edge in various fields by leveraging data-driven insights.

What is included in this Data Mining Course?

This Data Mining Training Course includes world-class training sessions conducted by experienced instructors, a Data Mining Certificate upon completion, and a digital delegate pack.

What is the duration of this Data Mining Course?

This Data Mining Course spans for a duration of 2 days.

Is Data Mining easy to learn?

The ease of learning Data Mining depends on individual aptitude and prior knowledge, but with structured courses and practice, many find it accessible, especially with a basic understanding of statistics and data analysis.

Who should attend this Data Mining Training Course?

This Data Mining Training Course is ideal for Analysts, Data Scientists, and professionals seeking to enhance their skills in extracting meaningful insights from large datasets to support informed decision-making.

What job roles can I expect after completing the Data Mining Training Course?

After completing the Data Mining Training Course, delegates can expect to qualify for job roles such as Data Analyst, Business Intelligence Analyst, Data Scientist, and other positions that involve extracting valuable insights from data to drive informed decision-making in various industries.

Do you provide self-paced Data Mining Training?

Yes, the delegates can choose to opt for taking this Data Mining Training in self-paced mode under The Knowledge Academy's flexible learning options.

Do you offer 24/7 support for this Data Mining Course?

Yes, our Data Mining Courses include 24/7 support, ensuring delegates can access assistance and resources at any time for a seamless and effective learning experience.

What are the four stages of Data Mining?

The four stages of Data Mining include data collection and preparation, data exploration and transformation, model building and evaluation, and deployment of the model for predictions or insights.

What are the two characteristics of Data Mining?

The two characteristics of Data Mining are its automatic discovery of patterns and relationships in large datasets, and the utilization of statistical, mathematical, and machine learning techniques to predict future trends and behaviors.

What is the cost/training fees for Data Mining Training in San Jose?

The training fees for Data Mining Trainingin San Jose starts from $3195

Which is the best training institute/provider of Data Mining Training in San Jose?

The Knowledge Academy is the Leading global training provider for Data Mining Training.

What are the best Data Science Courses courses in San Jose?

Please see our Data Science Courses courses available in San Jose

Why choose us

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.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

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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