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KNIME 101 - ETL Tools for Beginners

For first time users. Essential ETL tools.
Rating: 4.5 out of 54.5 (36 ratings)
5,315 students
Created by Yoda Learning
Last updated 5/2020
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • JOIN Types
  • Changing names of the column headers
  • Merging columns to create a new column
  • Pattern Matching Criteria
  • Range Checking Criteria
  • Finding Data Patterns

Requirements

  • Everyone who deals with the data on day-to-day basis
  • If you want to learn basics of KNIME
  • Anyone into Analysis, Machine Learning and AI

Description

Data pre-processing and coding is a prerequisite to move ahead in Data Science. KNIME eliminates those hurdles for you.

This course is for anyone who is familiar with tools such as Excel or Power Query (ETL). This course will help you get a head start in Data Science without any coding.

We’ll learn some practical applications of data blending and manipulation and apply our knowledge in the real world and solve business queries immediately. Following are the topics that we'll cover in this course:

  • JOIN Types - Left Outer, Right Outer, Full Outer, Inner, Left Anti, and Right Anti

  • Splitting one column into two

  • Change the name of the column headers

  • Merge columns to create a new column

  • Find out list of Male/Female candidates (Pattern Matching Criteria)

  • Filter out people whose credit score exceed a certain limit (Range Checking Criteria)

  • Pivoting with multiple columns and complex aggregation methods

  • Finding data patterns

By the end of the course, we will feel comfortable working with the KNIME Analytics Platform.

Who this course is for:

  • If you use a lot of Excel and want to take your skills to the next level
  • Anyone who struggle to write VBA Macros code for automation
  • Anyone who is completely new to KNIME
  • Users who are looking for quick shortcuts, tips & tricks of KNIME

Course content

8 sections • 38 lectures • 2h 36m total length

  • Preview01:04
  • Preview05:34
  • How to use the Exercise Files
    01:03
  • Practice Files
    00:05

  • Reader Nodes (File, Excel, CSV)
    04:52
  • Writer Nodes (Excel and CSV)
    03:55
  • Table Creator
    02:19

  • Preview06:24
  • Working with JOIN Types
    08:09
  • Column Rename
    02:40
  • Column Appender
    02:15
  • Column Combiner
    02:43
  • Column Merger
    02:03

  • Duplicate Row Filter
    04:59
  • Row Filter
    06:33
  • Nominal value row filter
    02:42
  • Rule-based Row Filter
    05:53
  • Date&Time-based Row Filter
    02:54
  • Column Filter
    03:27
  • Splitter Nodes (Row, Nominal Value, and Rule-based Row)
    04:36

  • Sorter
    02:26
  • Column Resorter
    02:04
  • Pivoting Basics
    04:37
  • GroupBy Basics
    04:04
  • UnPivoting
    05:20
  • Concatenate
    03:22
  • Missing Value Basics
    05:40

  • Cell Splitter
    02:40
  • Cell Splitter By Position
    02:33
  • Column Aggregator
    05:21

  • Data Type Conversions (Number, String, and Date&Time)
    05:18
  • Extract Date&Time Fields
    02:16
  • MathFormula and Rule Engine
    12:38
  • String Manipulation - Part 1
    05:40
  • String Manipulation - Part 2
    03:50
  • Column Expressions
    07:51

  • Annotations, Comments, and Metanodes (Basics)
    03:36
  • Statistics - Basics
    03:14

Instructor

Yoda Learning
Data Analyst |MS Office Expert & PMP | Instructor/Programmer
Yoda Learning
  • 4.4 Instructor Rating
  • 8,519 Reviews
  • 124,799 Students
  • 28 Courses

     

20,000 Classroom Students | 100,000+ Students Online

ex-KPMG, ex-J.P. Morgan | Chartered Accountant
Taught 12k+ participants across PwC, EY and Deloitte over last 10 years

I am a Chartered Accountant from India. I have worked with KPMG (Audit) and J.P. Morgan (Debt Capital Markets) and Futures First (Proprietary Trading Desk) before venturing into Corporate Training (first part-time and then full-time)

After a decade of corporate training and winning multiple accolades in Office Productivity and Financial Modelling, in 2015, I created a mission to help 1 million people by 2020. I started creating high-quality video courses and helped people online to become faster-smarter-better at work. A lot of my students at PwC, EY, Deloitte, Amazon, Uber, Tata Group, Rio Tinto use these video courses to excel at work.

If I’m going to succeed in my mission of helping 1 million professional in the next five years, I NEED YOU to succeed… I can’t reach my goal without helping you reach yours!

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