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Expand Your Knowledge of Artificial Intelligence

Home / Udacity / Expand Your Knowledge of Artificial Intelligence
Certification

Expand Your Knowledge of Artificial Intelligence

Sebastian Thrun, an AI expert, and Peter Norvig, an AI specialist will help you understand the basics of Artificial Intelligence. These include pattern recognition, optimization, planning, and search.

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Description

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Features

This course includes

Duration

3 months
Effort
15 hours per week
Level
Intermediate
Instruction Type
Self Paced
Delivery Method
Online
Available on
Desktop, Laptop
Accessibility
Limited Access
Language
English
Subtitles
English
Enrollment date
16th March 2022

Careervira Take

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Course Credibility

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Pedagogy

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Hands-on training

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Career impact

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Pricing

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Assessment

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Skills

Machine Learning AlgorithmsArtificial IntelligenceMachine Learning

Learning Goals

Use constraint propagation and search to build an agent that reasons like a human would to efficiently solve any Sudoku puzzle
Build agents that can reason to achieve their goals using search and symbolic logic—like the NASA Mars rovers
Extend classical search to adversarial domains, to build agents that make good decisions without any human intervention—such as the DeepMind AlphaGo agent
Model real-world uncertainty through probability to perform pattern recognition

Course Content

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Prerequisites/Requirements

Basic knowledge of linear algebra and calculus
The ability to apply basic probability and statistics
Programming experience in Python
Some experience implementing computer science algorithms and object-oriented programming
The ability to run programs and interpret output from a command line terminal or shell
Access to a Windows, macOS, or Linux computer with Python 34 or later installed, and admin permissions to install new programs

Target Audience

Engineer
Developer

Instructors

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Peter Norvig

Research Director, Google

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Sebastian Thrun

Instructor

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Thad Starner

Professor Of Computer Science, Georgia Tech

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Course Overview

Job assistance

Hands-On Training

Post course interactions

CapStone project

International faculty

Personalized Teaching

Reviews

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