Advanced STEM pathway ·
Advanced
Introduction to Machine Learning
Skill level ●●●●● 5/5
7 modules
Needs: A computer with an internet connection.
Tools: N/A u00a0
- Back to the pathway: Advanced STEM
Course roadmap
What you will build, module by module
Every module in order, from the first build to the wrap up. Milestones are the points where work gets submitted.
1
What is Machine Learning?
2
Introduction to Python
3
Python Data Structures & Algorithms
4
ML in Python with Libraries
5
Neural Networks
6
Industry Applications of ML
7
Final Project
What comes with it
More than video lessons
Every course on STEAM Hub carries the same supports, whichever pathway it sits in.
- A custom STEMulator™ built for this course
- Quizzes, assignments and discussion posts
- Direct instructor feedback at home; rubrics and gradebooks in class
- A course badge on completion, and progress toward the pathway trophy
Standards
Where this course maps
Aligned to CSTA, ISTE, NGSS, Common Core and Canadian provincial standards. Curriculum maps are available for schools and boards.
Same pathway
What sits either side of this
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