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Mastering KNIME; A Step-by-Step Guide to Data Science and Analytics

Mastering KNIME; A Step-by-Step Guide to Data Science and Analytics

USD210.44
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Mastering KNIME: A Step-by-Step Guide to Data Science and Analytics



Course Overview

This comprehensive course is designed to help you master KNIME, a leading data science and analytics platform. With a step-by-step approach, you'll learn how to work with data, create workflows, and build predictive models. Upon completion, you'll receive a certificate issued by The Art of Service.



Course Features

  • Interactive and engaging learning experience
  • Comprehensive curriculum covering data science and analytics
  • Personalized learning with expert instructors
  • Up-to-date and practical content with real-world applications
  • High-quality content with hands-on projects and bite-sized lessons
  • Certification upon completion
  • Flexible learning with lifetime access and mobile accessibility
  • Community-driven with gamification and progress tracking
  • Actionable insights and expert feedback


Course Outline

Module 1: Introduction to KNIME

  • Overview of KNIME and its features
  • Installing and setting up KNIME
  • Basic workflow concepts and navigation
  • Working with data in KNIME

Module 2: Data Manipulation and Visualization

  • Data types and formats in KNIME
  • Data manipulation and transformation techniques
  • Data visualization with KNIME nodes
  • Creating interactive visualizations

Module 3: Data Mining and Machine Learning

  • Introduction to data mining and machine learning
  • Supervised and unsupervised learning techniques
  • Model evaluation and selection
  • Hyperparameter tuning and optimization

Module 4: Predictive Modeling and Deployment

  • Building predictive models with KNIME
  • Model deployment and integration
  • Model monitoring and maintenance
  • Using KNIME for real-time predictions

Module 5: Advanced KNIME Topics

  • Working with big data in KNIME
  • Using KNIME with other data science tools
  • KNIME best practices and optimization techniques
  • Advanced KNIME nodes and workflows

Module 6: Case Studies and Projects

  • Real-world case studies and applications
  • Hands-on projects with KNIME
  • Expert feedback and guidance
  • Presenting and showcasing your work


Certificate and Assessment

Upon completion of the course, you'll receive a certificate issued by The Art of Service. The certificate is based on your participation and completion of the course modules, quizzes, and projects.



Course Format

The course is delivered online with interactive and engaging content. You'll have lifetime access to the course materials, including video lessons, quizzes, and projects.



Prerequisites

No prior knowledge of KNIME or data science is required. However, basic computer skills and a willingness to learn are necessary.



Target Audience

This course is designed for anyone interested in learning KNIME and data science, including:

  • Data analysts and scientists
  • Business analysts and managers
  • Marketing and sales professionals
  • IT professionals and developers
  • Academics and researchers


Course Duration

The course duration is approximately 80 hours, including video lessons, quizzes, and projects. You can complete the course at your own pace, with lifetime access to the course materials.

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