Training Calendar

/

[On-line] KNIME Analytics Platform for Data Scientists

[On-line] KNIME Analytics Platform for Data Scientists

Description

The KNIME Analytics Platform for Data Scientists program is a comprehensive, code-free training designed for professionals who want to expand their skills in Data Science. This course focuses on leveraging the KNIME Analytics Platform to simplify predictive analytics and machine learning tasks without programming expertise. Participants will learn to analyze data, uncover patterns, build predictive models, and make data-driven decisions using a practical, hands-on approach. Through interactive sessions, learners will explore the complete data science cycle—from data import and cleaning to visualization, model training, and deployment. This program is ideal for anyone seeking a user-friendly, effective tool for data analytics and machine learning tasks.

Show more

What You Will Learn

KNIME Proficiency: Master the use of KNIME Analytics Platform for data science tasks. • Data Preparation: Access, clean, and transform data from various sources efficiently. • Data Visualization: Create single views, dashboards, and interactive visualizations for exploratory analysis. • Model Building and Evaluation: Train, evaluate, and refine classification and regression models. • Integration and Export: Export workflow results and integrate with external tools for reporting. • Report Creation: Design and customize comprehensive reports using KNIME.

Syllabus

Day 1

Session 1: Introduction to KNIME Analytics Platform & Data Import • Overview of KNIME Workbench • Understanding Nodes and Workflows • Data Import Techniques Session 2: Data Manipulation & Aggregation • Joining and Concatenating Data Data Transformation and Manipulation • Aggregating Data for Insights

Day 2

Session 3: Visualization & Data Mining • Visualizing Data with KNIME • Creating Interactive and Composite Views • Training a Classification Model Session 4: Database Extension & External Tools • Using Database Connectors • Reading and Writing to Databases • Integrating External Tools • Exporting Data Outputs

Day 3

Session 5: Wrap-Up Session • Discussion of Key Exercises • Certification Preparation: L1 Basic Proficiency in KNIME Analytics Platform

IDR 5.750.000

30/30 Seats Available