Data and Analytics · Intermediate

Machine Learning Foundations

Understand the complete machine-learning lifecycle from problem definition to monitored deployment.

8 complete lessons645 minutes guided study$20.00 one-time access

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Machine Learning Foundations course cover
Rihuum Digital Skills Academy · Rihuum Digital Skills Academy

About this course

Understand the complete machine-learning lifecycle from problem definition to monitored deployment. This Rihuum course is designed for paying students who want guided practice, measurable progress and a portfolio-ready outcome. The curriculum contains eight complete lessons, graded knowledge checks and a capstone project: a documented predictive model prototype.

Capstone project

a documented predictive model prototype

What you will be able to do

  • Explain the essential principles of Machine Learning Foundations.
  • Use Python, Jupyter, scikit-learn in a structured workflow.
  • Test work against quality, security and operational criteria.
  • Complete a documented predictive model prototype and present the supporting evidence.

Tools and learning resources

PythonJupyterscikit-learn

Capstone project

a documented predictive model prototype

Certificate requirements

Complete every lesson and achieve the required passing score in the graded knowledge checks. The certificate includes a public verification code.

Complete curriculum

8 practical lessons

Ready to learn?

Turn this course into a practical portfolio outcome.

Register, pay once and begin the protected learning path.

Enrol for $20.00