This course is an intensive primer on data science fundamentals with no programming required. This class will take students through how to design, build, test, and evaluate predictive models using the KNIME Analytics Platform.

Overview

Data Science, in a world moving at an unprecedented speed, is an important tool for making the right decisions. However, not everyone has a background in programming. This “Code-Free Data Science” course fills that chasm, allowing you to plunge into data science without writing a single line of code.

Course Highlights

  • Duration: Complete the course in 14 hours, spread over 3 weeks at 4 hours per week.
  • Beginner-Friendly: No experience necessary.

What You’ll Learn

  1. Design Data Science Workflows: Learn how to create efficient data science workflows without any programming.
  2. Build Predictive Models: Develop skills needed for designing, building, testing, and evaluating predictive models.
  3. Data Manipulation and Preparation: Master techniques for manipulating and preparing data for analysis.
  4. Classification and Clustering: Master how to classify and cluster data.
  5. Real-World Application: Apply data science algorithms to real data, evaluate the results, and interpret the findings.

Why Go Code-Free?

  • Accessibility: Any person, regardless of technical background, can do data science.
  • Efficiency: You master data science concepts rather than getting bogged down by syntax.
  • Industry-Relevant Skills: Acquire practical, work-based skills.

Course Structure

The course is divided into four modules:

  1. Introduction to Data Science Workflows
  • Understand the basics of how you can design a workflow using the KNIME Analytics Platform.
  1. Predictive Modeling Essentials
  • Learn about the ingredients that make up building and testing a predictive model.
  1. Data Manipulation Techniques
    Study methods of data preparation and manipulation for analysis.
  2. Advanced Classification and Clustering
    Topics in advanced classification and clustering, to identify trends in the data.

Enrollment Information

To get this course for Free

This is a paid course with audit option.

  • Audit Option: Click Enroll, then select “Audit this course” to get all course content for free.

More than 31,674 learners are already enrolled in this course. Enroll now and start learning data science without programming today.

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