Africa analytics

Linear Algebra

About Course

Who is this course for?

The Applied Machine Learning course teaches you a wide-ranging set of techniques of supervised and unsupervised machine learning approaches using Python as the programming language.

Since this course requires an intermediate knowledge of Python, you will spend the first part of this course learning Python for Data Analytics taught by Emeritus. This will provide you with the programming knowledge required to do the assignments and application projects that are part of the Applied Machine Learning course.

If you are looking to implement or lead a machine learning project or looking to incorporate machine learning capability in your software application, this course is appropriate for you. This is a programming course: you will be required to write code, but no prior programming knowledge is required.

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What Will You Learn?

  • Innovation strategy
  • Box 3 Ideation Innovation
  • Execution Product Development using SIT framework
  • Business impact
  • Journey-mapping
  • Product-market fit
  • Rapid prototyping
  • Disruptive business model
  • Human-centered design
  • Design thinking
  • Innovation-led growth
  • Design for environment
  • Design of Services

Course Content

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