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KNIME Crash Course

Learn Data analysis and Manipulation using the most popular, open-source, and no coding platform.

Course Description

Learn Data analysis and Manipulation using the most popular, open-source, and no coding platform. Reinforce all the functions from basic I/O to data manipulations, transformations, and data mining into a single workflow.

Introduction

KNIME is a software used for creating Data Science applications and services. It is a GUI-based workflow platform. It offers an easy-to-use graphical interface that lets you drag-and-drop several pre-built Data Processing/Machine Learning modules without writing codes.

KNIME not only helps you to understand data and design data science workflows but also makes reusable components accessible to everyone. It enables users to create data flows, execute selected analysis steps, review the results, models and interactivity views. 

What is in Course?

KNIME course provides a Project-Based learning approach where you can learn and implement important concepts, techniques, and activities in KNIME using the Sales data.

You will be moving from simple to complex data manipulation techniques and do end-to-end analysis of data to solve business queries and much more.  This is going to help you simulate everything that you’ll learn in the course of these sessions.

Benefit of Course

  • KNIME is a free, open-source data analytics, reporting, and integration platform
  • KNIME is a No coding, low coding platform
  • Knime will help you implement end to end projects from data to the knowledge level
  • Project-based learning activity that shifts boring, one-way interactivity, and instructor centered environment to student centered activity
  • The modules are prepared understanding the needs and requirements of the learners

Pre-Requisite

  • Everyone who deals with the data on day-to-day basis
  • If you want to pull your data from either your own premise or cloud server databases
  • Anyone into Data Management
  • Anyone into analysis, machine learning and AI
  • If you use a lot of Excel and want to take your skills to the next level
  • If you want to learn basics of KNIME

Jobs you will get prepared

  • Cloud Engineer 
  • Data Analyst 
  • Data Scientist 
  • Software Engineer 
  • Analytics Engineer 
  • Technical Support Engineer 
  • Big Data Consultant


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Curriculum

  • About The Course
    05:05
    Preview
  • Introduction to KNIME
    06:16
    Preview
  • Reading in file using Excel
    08:37
    Preview
  • Using File Reader & Use Of Joiner Node
    06:35
    Preview
  • Use Case - Buzz Segment
  • KNIME Cheatsheet v1.0
  • USE CASE-ALL
  • Appending Sales Files using Concatenate Node
    08:20
  • Adding in New Data to Existing Workflow
    07:27
  • Modularization of Nodes into Metanodes
    04:50
  • Database Connectors, Knime Extensions, and Statistics Node
    07:06
  • Date Extraction Node and GroupBy Node
    05:12
  • Using Row and Column Filter
    04:08
  • Using Math Formula and Writer Nodes
    01:41
  • Configuring and Applying Math Formula and Writer Nodes
    04:48
  • Recency, Frequency, and Monetary) RFM Segmentation
    03:29
  • Creation of RFM Segmentation
    06:19
  • Using Auto Binner to Bucket RFM Segmentation
    10:28
  • A Quick Recap
    02:55
  • Using Table Creator and Cell Replacer Nodes - Part 1
    02:25
  • Using Table Creator and Cell Replacer Nodes - Part 2
    06:11
  • Cleaning Up a Workspace
    04:43
  • Pie and Bar Charts in KNIME
    02:50
  • Creating Pie and Bar Charts
    07:27
  • Pivot Charts
    02:11
  • Importing and Exporting Workflows in KNIME
    03:45
  • Conclusion
    10:36
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KNIME Crash Course
This Course Includes
  • 2 hours
  • 28 Lectures
  • 3 Resources
  • Completion Certificate Sample Certificate
  • Lifetime Access Yes
  • Language English
  • 30-Days Money Back Guarantee

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