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INDIA'S NO. 1 INTERNSHIP PORTAL

KNIME Essentials

Master KNIME for Visual Data Science & Workflow Automation

Open-source platform for data analytics, machine learning, and ETL — all through visual workflows. No-code meets full-code flexibility.

KNIME Logo
Models Deployed
12,430+
Active Developers
58,900+

Key Features

Visual Workflow Editor

Design end-to-end data pipelines with drag-and-drop nodes — no coding required.

Extensible & Modular

Integrate Python, R, SQL, and JavaScript with custom nodes and community extensions.

Built-in ML & AI

Train models using decision trees, clustering, neural nets, and deploy with ease.

Enterprise Automation

Schedule workflows, monitor performance, and deploy via KNIME Server or cloud.

How It Works

1

Download KNIME Analytics Platform

Install the desktop application from knime.com for Windows, macOS, or Linux.

2

Build Workflow

Drag nodes to ingest, clean, transform, and analyze data visually.

3

Integrate Scripts

Use Python, R, or SQL scripting nodes for custom logic and advanced analytics.

4

Train & Evaluate Models

Apply machine learning nodes and validate performance with built-in metrics.

5

Deploy & Automate

Export workflows, schedule jobs, and deploy via KNIME Server or REST APIs.

Code Example

// KNIME Model Training
# Python Script Node in KNIME
import pandas as pd

# Input table from KNIME
df = input_table

# Add new column
df["profit_margin"] = df["profit"] / df["revenue"]

# Output table back to KNIME
output_table = df

Use Cases

ETL & Data Prep

Clean, merge, and transform data from multiple sources with reusable workflows.

Predictive Modeling

Train classification, regression, and clustering models with visual ML nodes.

Marketing Analytics

Segment customers, analyze campaigns, and optimize targeting strategies.

Healthcare & Pharma

Analyze clinical trials, patient data, and drug discovery pipelines.

Integrations & Resources

Explore KNIME’s ecosystem and find the tools, platforms, and docs to accelerate your workflow.

Popular Integrations

  • Python, R, SQL scripting
  • Excel, CSV, JSON, XML
  • Hadoop, Spark, Hive
  • REST APIs & Web Services
  • KNIME Server & AWS/GCP

Helpful Resources

FAQ

Common questions about KNIME’s capabilities, usage, and ecosystem.