Description

Introduction :
The L4-ML: Machine Learning in KNIME Analytics Platform certification is designed to provide professionals with a comprehensive understanding of machine learning techniques and their application within the KNIME environment. This course covers essential topics such as data preprocessing, feature engineering, model training, and evaluation, enabling participants to build effective machine learning workflows. Through hands-on exercises, candidates will learn to implement various algorithms, including classification, regression, and clustering methods.

The certification emphasizes practical application, allowing learners to work with real-world datasets to develop predictive models and gain insights. By mastering the machine learning capabilities of KNIME, participants will be equipped to tackle complex data challenges and drive data-driven decision-making within their organizations.

Cost: $150

Prerequisites: L1, L2, & L3 Certification

1. Basic Knowledge of KNIME:
   Familiarity with the KNIME Analytics Platform interface and the ability to create simple workflows.
2. Understanding of Data Analytics Concepts:
   A foundational understanding of data analytics principles, including data manipulation and visualization techniques.
3. Mathematical Knowledge:
   Basic understanding of statistical concepts and linear algebra relevant to machine learning.
4. Programming Skills (Optional):
   Familiarity with programming languages such as Python or R can be beneficial but is not mandatory.
5. Analytical Thinking:
   Strong analytical skills to interpret data and evaluate model performance effectively.

Recommended Preparation Courses: L4-ML
65 minute multiple-choice exam: 45 questions

Topics Covered:

• Data Preparation
• Decision Trees
• Logistic Regression
• Recommendation Engines
• Clustering

Conclusion:
This certification equips professionals with the skills needed to design and implement machine learning solutions using KNIME, enhancing their ability to extract valuable insights from data. By mastering machine learning techniques, candidates will improve their analytical capabilities and drive innovation in their organizations. Achieving this certification demonstrates a commitment to advancing expertise in data-driven decision-making.This certification empowers professionals to effectively implement machine learning solutions in KNIME, enhancing their analytical skills and driving data-informed decisions.

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Reference