Introduction to the Course

Machine Learning. An Introduction.

Practice. How does machine learning work?

Workflow of a Machine Learning project.

Practice. San Francisco – explore Building Permits Data. Build Predictive Model.

How does machine learning work? Prediction of construction time and cost.

📚 Additional materials on topics covered in the course:

K-means clustering

Machine Learning Basics with the K-Nearest Neighbors Algorithm

🔎 Topics covered in this course:

  • Prediction of time and cost for small training dataset

  • K-means supervised Machine Learning algorithm

  • Understanding K-means Clustering in Machine Learning

  • Overview of Machine Learning Algorithms