KNIME

KNIME Analytics Platform — Complete Course Structure

Section 1: Getting Started with KNIME

• Lesson 1.1: What is KNIME? Introduction & Use Cases
• Lesson 1.2: Installing KNIME Analytics Platform
• Lesson 1.3: Navigating the KNIME Interface

Section 2: Core Concepts

• Lesson 2.1: Understanding Nodes & Workflows
• Lesson 2.2: Data I/O – Reading & Writing Files
• Lesson 2.3: Data Manipulation with KNIME

Section 3: Data Wrangling & Transformation

• Lesson 3.1: Filtering & Sorting Data
• Lesson 3.2: Joining & Merging Tables
• Lesson 3.3: Handling Missing Values

Section 4: Data Visualization

• Lesson 4.1: Built-in Charts & Plots
• Lesson 4.2: Interactive Views & Dashboards

Section 5: Machine Learning with KNIME

• Lesson 5.1: Introduction to ML in KNIME
• Lesson 5.2: Building a Classification Model
• Lesson 5.3: Evaluating Model Performance

Section 6: Real-World Projects

• Lesson 6.1: End-to-End Data Analysis Project
• Lesson 6.2: Automating Workflows & Scheduling