Level
Advanced
Prerequisites
Intermediate Python, intermediate stats including descriptive and inferential stats. Comfort with calculus and linear algebra. Experience with the command line terminal or shell.
Course Duration
3 months
Udacity current price ( USD)
1017
Reseller price (USD)
775
Career Focus
This Nanodegree program is designed to build on your existing skills as an engineer or developer. As such, it doesn’t prepare you for a specific job, but instead expands your skills with artificial intelligence algorithms. These skills can be applied to various applications such as video game AI, pathfinding for robots, and recognizing patterns over time like handwriting and sign language.
Target Audience
current developers and engineers looking to add to their skills. students looking to understand fundamental, traditional AI techniques and algorithms
General Curriculum)
Core AI concepts and algorithms that can be applied to multiple use cases. Constraint propagation to build an agent that solves a puzzle. Search and optimization agents that achieve goal using search and logic. Adversarial search agents. Probabilistic graphical models to model real world uncertainty and find patterns.
Why Take This ND?
N/A
Tools
- What They Need: Python
- What They Will Use: Python
Projects
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- Build a Sudoku Solver
- Build a Forward Planning Agent
- Build an Adversarial Game Playing Agent
- Part of Speech Tagging
Syllabus
Resources (blog posts, other)
Course Features
- Lectures 0
- Quizzes 0
- Duration 3 months
- Skill level All levels
- Language English
- Students 15
- Assessments Yes
