Data Mining Training Courses

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Data Mining Training Courses

Local instructor-led live Data Mining training courses in България.

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Data Mining Subcategories

Pentaho Training CoursesPentaho
Knowledge Discovery in Databases (KDD) Training CoursesKnowledge Discovery in Databases (KDD)

Data Mining Course Outlines

Име на Kурса
Продължителност
Общ преглед
Име на Kурса
Продължителност
Общ преглед

Statistics with SPSS Predictive Analytics Software

14 hours
Общ преглед
Goal:

Learning to work with SPSS at the level of independence

The addressees:

Analysts, researchers, scientists, students and all those who want to acquire the ability to use SPSS package and learn popular data mining techniques.

Data Mining

21 hours
Общ преглед
Course can be provided with any tools, including free open-source data mining software and applications

From Data to Decision with Big Data and Predictive Analytics

21 hours
Общ преглед
Audience

If you try to make sense out of the data you have access to or want to analyse unstructured data available on the net (like Twitter, Linked in, etc...) this course is for you.

It is mostly aimed at decision makers and people who need to choose what data is worth collecting and what is worth analyzing.

It is not aimed at people configuring the solution, those people will benefit from the big picture though.

Delivery Mode

During the course delegates will be presented with working examples of mostly open source technologies.

Short lectures will be followed by presentation and simple exercises by the participants

Content and Software used

All software used is updated each time the course is run, so we check the newest versions possible.

It covers the process from obtaining, formatting, processing and analysing the data, to explain how to automate decision making process with machine learning.

Data Mining with R

14 hours
Общ преглед
R is an open-source free programming language for statistical computing, data analysis, and graphics. R is used by a growing number of managers and data analysts inside corporations and academia. R has a wide variety of packages for data mining.

Oracle SQL Intermediate - Data Extraction

14 hours
Общ преглед
The objective of the course is to enable participants to gain a mastery of how to work with the SQL language in Oracle database for data extraction at intermediate level.

Data Mining and Analysis

28 hours
Общ преглед
Objective:

Delegates be able to analyse big data sets, extract patterns, choose the right variable impacting the results so that a new model is forecasted with predictive results.

Introductory R for Biologists

28 hours
Общ преглед
R is an open-source free programming language for statistical computing, data analysis, and graphics. R is used by a growing number of managers and data analysts inside corporations and academia. R has also found followers among statisticians, engineers and scientists without computer programming skills who find it easy to use. Its popularity is due to the increasing use of data mining for various goals such as set ad prices, find new drugs more quickly or fine-tune financial models. R has a wide variety of packages for data mining.

Data Mining & Machine Learning with R

14 hours
Общ преглед
R is an open-source free programming language for statistical computing, data analysis, and graphics. R is used by a growing number of managers and data analysts inside corporations and academia. R has a wide variety of packages for data mining.

Data Visualization

28 hours
Общ преглед
This course is intended for engineers and decision makers working in data mining and knoweldge discovery.

You will learn how to create effective plots and ways to present and represent your data in a way that will appeal to the decision makers and help them to understand hidden information.

Data Science for Big Data Analytics

35 hours
Общ преглед
Big data is data sets that are so voluminous and complex that traditional data processing application software are inadequate to deal with them. Big data challenges include capturing data, data storage, data analysis, search, sharing, transfer, visualization, querying, updating and information privacy.

MATLAB for Financial Applications

21 hours
Общ преглед
MATLAB is a numerical computing environment and programming language developed by MathWorks.

Data Vault: Building a Scalable Data Warehouse

28 hours
Общ преглед
In this instructor-led, live training in България, participants will learn how to build a Data Vault.

By the end of this training, participants will be able to:

- Understand the architecture and design concepts behind Data Vault 2.0, and its interaction with Big Data, NoSQL and AI.
- Use data vaulting techniques to enable auditing, tracing, and inspection of historical data in a data warehouse.
- Develop a consistent and repeatable ETL (Extract, Transform, Load) process.
- Build and deploy highly scalable and repeatable warehouses.

MonetDB

28 hours
Общ преглед
MonetDB is an open-source database that pioneered the column-store technology approach.

In this instructor-led, live training, participants will learn how to use MonetDB and how to get the most value out of it.

By the end of this training, participants will be able to:

- Understand MonetDB and its features
- Install and get started with MonetDB
- Explore and perform different functions and tasks in MonetDB
- Accelerate the delivery of their project by maximizing MonetDB capabilities

Audience

- Developers
- Technical experts

Format of the course

- Part lecture, part discussion, exercises and heavy hands-on practice

Foundation R

7 hours
Общ преглед
The objective of the course is to enable participants to gain a mastery of the fundamentals of R and how to work with data.

KNIME Analytics Platform for BI

21 hours
Общ преглед
KNIME Analytics Platform is a leading open source option for data-driven innovation, helping you discover the potential hidden in your data, mine for fresh insights, or predict new futures. With more than 1000 modules, hundreds of ready-to-run examples, a comprehensive range of integrated tools, and the widest choice of advanced algorithms available, KNIME Analytics Platform is the perfect toolbox for any data scientist and business analyst.

This course for KNIME Analytics Platform is an ideal opportunity for beginners, advanced users and KNIME experts to be introduced to KNIME, to learn how to use it more effectively, and how to create clear, comprehensive reports based on KNIME workflows

Data Mining with Python

14 hours
Общ преглед
This instructor-led, live training (online or onsite) is aimed at data analysts and data scientists who wish to implement more advanced data analytics techniques for data mining using Python.

By the end of this training, participants will be able to:

- Understand important areas of data mining, including association rule mining, text sentiment analysis, automatic text summarization, and data anomaly detection.
- Compare and implement various strategies for solving real-world data mining problems.
- Understand and interpret the results.

Format of the Course

- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.

Course Customization Options

- To request a customized training for this course, please contact us to arrange.

Platforma analityczna KNIME - szkolenie kompleksowe

35 hours
Общ преглед
KNIME is a free and open-source data analytics, reporting and integration platform. KNIME integrates various components for machine learning and data mining through its modular data pipelining concept. A graphical user interface and use of JDBC allows assembly of nodes blending different data sources, including preprocessing (ETL: Extraction, Transformation, Loading), for modeling, data analysis and visualization without, or with only minimal, programming. To some extent as advanced analytics tool KNIME can be considered as a SAS alternative.

Since 2006, KNIME has been used in pharmaceutical research, it also used in other areas like CRM customer data analysis, business intelligence and financial data analysis.

Cluster Analysis with R and SAS

14 hours
Общ преглед
This instructor-led, live training in България (online or onsite) is aimed at data analysts who wish to program with R in SAS for cluster analysis.

By the end of this training, participants will be able to:

- Use cluster analysis for data mining
- Master R syntax for clustering solutions.
- Implement hierarchical and non-hierarchical clustering.
- Make data-driven decisions to help to improve business operations.

Data Mining with Excel

14 hours
Общ преглед
This instructor-led, live training in България (online or onsite) is aimed at data scientists who wish to use Excel for data mining.

- By the end of this training, participants will be able to:
- Explore data with Excel to perform data mining and analysis.
- Use Microsoft algorithms for data mining.
- Understand concepts in Excel data mining.

Pentaho Data Integration Fundamentals

21 hours
Общ преглед
Pentaho Data Integration is an open-source data integration tool for defining jobs and data transformations.

In this instructor-led, live training, participants will learn how to use Pentaho Data Integration's powerful ETL capabilities and rich GUI to manage an entire big data lifecycle and maximize the value of data within their organization.

By the end of this training, participants will be able to:

- Create, preview, and run basic data transformations containing steps and hops
- Configure and secure the Pentaho Enterprise Repository
- Harness disparate sources of data and generate a single, unified version of the truth in an analytics-ready format.
- Provide results to third-part applications for further processing

Audience

- Data Analyst
- ETL developers

Format of the course

- Part lecture, part discussion, exercises and heavy hands-on practice

Pentaho Open Source BI Suite Community Edition (CE)

28 hours
Общ преглед
Pentaho Open Source BI Suite Community Edition (CE) is a business intelligence package that provides data integration, reporting, dashboards, and load capabilities.

In this instructor-led, live training, participants will learn how to maximize the features of Pentaho Open Source BI Suite Community Edition (CE).

By the end of this training, participants will be able to:

- Install and configure Pentaho Open Source BI Suite Community Edition (CE)
- Understand the fundamentals of Pentaho CE tools and their features
- Build reports using Pentaho CE
- Integrate third party data into Pentaho CE
- Work with big data and analytics in Pentaho CE

Audience

- Programmers
- BI Developers

Format of the course

- Part lecture, part discussion, exercises and heavy hands-on practice

Note

- To request a customized training for this course, please contact us to arrange.

Knowledge Discovery in Databases (KDD)

21 hours
Общ преглед
Knowledge discovery in databases (KDD) is the process of discovering useful knowledge from a collection of data. Real-life applications for this data mining technique include marketing, fraud detection, telecommunication and manufacturing.

In this instructor-led, live course, we introduce the processes involved in KDD and carry out a series of exercises to practice the implementation of those processes.

Audience

- Data analysts or anyone interested in learning how to interpret data to solve problems

Format of the Course

- After a theoretical discussion of KDD, the instructor will present real-life cases which call for the application of KDD to solve a problem. Participants will prepare, select and cleanse sample data sets and use their prior knowledge about the data to propose solutions based on the results of their observations.

Process Mining

21 hours
Общ преглед
Process mining, or Automated Business Process Discovery (ABPD), is a technique that applies algorithms to event logs for the purpose of analyzing business processes. Process mining goes beyond data storage and data analysis; it bridges data with processes and provides insights into the trends and patterns that affect process efficiency.

Format of the Course

- The course starts with an overview of the most commonly used techniques for process mining. We discuss the various process discovery algorithms and tools used for discovering and modeling processes based on raw event data. Real-life case studies are examined and data sets are analyzed using the ProM open-source framework.

Upcoming Data Mining Courses

Data Mining and Analysis

08-11-2021 09:30
28 hours
Дистанционно 3400 EUR В класна стая N/A
Прочети повече

Introductory R for Biologists

08-11-2021 09:30
28 hours
Дистанционно 3400 EUR В класна стая N/A
Прочети повече

Oracle SQL Intermediate - Data Extraction

16-11-2021 09:30
14 hours
Дистанционно 1500 EUR В класна стая N/A
Прочети повече

Data Visualization

22-11-2021 09:30
28 hours
Дистанционно 3400 EUR В класна стая N/A
Прочети повече

Data Mining & Machine Learning with R

02-12-2021 09:30
14 hours
Дистанционно 1700 EUR В класна стая N/A
Прочети повече

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Специални оферти

Comprehensive C# and .NET Application Security

17-11-2021 09:30
21 hours
Online2550 EUR 2295 EUR В класна стая3350 EUR N/A
Прочети повече

OCUP2 UML 2.5 Certification - Foundation Exam Preparation

15-12-2021 09:30
21 hours
Online2550 EUR 2295 EUR В класна стая2750 EUR N/A
Прочети повече

R for Data Analysis and Research

29-12-2021 09:30
7 hours
Online850 EUR 765 EUR В класна стая1250 EUR N/A
Прочети повече

AI in business and Society & The future of AI - AI/Robotics

07-01-2022 09:30
7 hours
Online850 EUR 765 EUR В класна стая1050 EUR N/A
Прочети повече

End User Security: Protecting Your Online Footprint

31-01-2022 09:30
14 hours
Online1700 EUR 1530 EUR В класна стая2300 EUR N/A
Прочети повече
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