EncartaLabs

KNIME Analytics Platform

( Duration: 5 Days )

KNIME Analytics Platform 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. This KNIME Analytics Platform training course provides the practical implementation of the most common tasks in data wrangling, such as accessing, transforming, aggregating, and blending data.

  • Analytical thinking approach.
  • Basics of statistics and mathematical analysis.

COURSE AGENDA

1

Introduction to data processing and data analysis

2

Fundamental information of KNIME platform

  • Installation and configuration
  • Overview of the interface
3

Discussion of tool integration

4

Building workflows

5

Methodology of creating business models and data modeling

  • Documentation
  • Import and export workflows
6

Basic nodes

7

Design ETL processes

8

Data mining

9

Data Import

  • From files
  • From relational databases using SQL
  • Creating SQL queries
10

Advanced nodes

11

Data analysis:

  • Data preparation
  • Data check-up
  • Statistical data examination
  • Data modeling
12

Introduction to Flow Variables and Loops

13

Advanced process automation

14

Visualization Features

15

Open source data sources

16

Data mining basics

  • Selected types of Data Mining tasks and processes
17

Getting more knowlegde from data

  • Web Mining
  • SNA
  • Text Mining
  • Data visualization on graphs
18

Install Extensions and Integrations

  • R
  • Java
  • Python
  • Gephi
  • Neo4j
19

Reporting

  • Overview
  • BIRT Integration
  • KNIME WebPortal

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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