KNIME Essentials Online Course

KNIME Essentials Online Course

Master advanced data preparation in KNIME with hands-on practice using additional nodes beyond the basics. Learn to tackle real-world data cleaning challenges, integrate pre-trained TensorFlow models with Python, and explore NLP fundamentals directly within KNIME—without writing code. By the end, you’ll be confident in using KNIME for efficient, code-free data cleaning and preparation.

Who should take this Course?

The KNIME Essentials Online Course is ideal for data analysts, business intelligence professionals, and students who want to learn the fundamentals of data analytics using KNIME’s visual workflow interface. It is also suitable for beginners in data science, researchers, and professionals from non-programming backgrounds seeking to analyze, visualize, and model data efficiently without extensive coding.

What you will learn

• How to use TensorFlow in KNIME
• How to do data science in KNIME with and without coding
• How to solve data cleaning and data preparation challenges
• How to replace Excel and start KNIME for ETL and data cleaning issues
• Examples of data science machine learning workflows with KNIME

Course Outline

• Welcome to KNIME
• Copying or Moving Files with KNIME
• Reading multiple Excel files - Potential Errors and Solutions
• Reading Multiple Excel Files - Benefits of Loops
• Excel Files with Different Table Structures in KNIME
• Useful Nodes - Column Aggregations
• Countries - Data Cleaning Challenge
• Merge Table Challenge in KNIME
• A JSON File Challenge in KNIME
• Create the Neural Network h5 Model File to be Used in KNIME
• Mismatching Addresses - Introduction to Similarity Search in KNIME
• TensorFlow Neural Network Regression Implementation in KNIME
• Transfer Learning in KNIME Using Python Scripts
• Introduction to NLP in KNIME Part 1
• NLP in KNIME Part 2 - Data Preprocessing and Cleaning
• NLP in KNIME Part 3 - Bag of Words and Document Vector
• NLP in KNIME - Choose ML Algorithm and Score Our Model
• Congratulations
• Older Videos KNIME Version Before 4.3
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• Copying or Moving Files with KNIME
• Reading Multiple Excel Files - Benefits of Loops