Udacity - Artificial Intelligence nanodegree

محروم.كوم · #1 05-28-2018, 01:01 PM

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Udacity - Artificial Intelligence
English | Size: 8.28 GB | Year: 2016 | Type: Nanodegree
Category: CBTs | Website: https://udacity.com/nanodegree

Description

(Artificial Intelligence (AI = الذكاء الإصطناعي
الذكاء الاصطناعي فرع من علم الحاسوب. تُعرِّف الكثير من المؤلفات الذكاء الاصطناعي على أنه "دراسة وتصميم العملاء الأذكياء"،والعميل الذكي هو نظام يستوعب بيئته ويتخذ المواقف التي تزيد من فرصته في النجاح في تحقيق مهمته أو مهمة فريقه. وصاغ عالم الحاسوب جون مكارثي هذا المصطلح بالأساس في عام 1956، وعرَّفه بنفسه بأنه "علم وهندسة صنع الآلات الذكية".
الذكاء الاصطناعي هو سلوك وخصائص معينة تتسم بها البرامج الحاسوبية تجعلها تحاكي القدرات الذهنية البشرية وأنماط عملها. من أهم هذه الخاصيات القدرة على التعلم والاستنتاج ورد الفعل على أوضاع لم تبرمج في الآلة . وقد تأسس هذا المجال على افتراض أن مَلَكة الذكاء يمكن وصفها بدقة بدرجة تمكن الآلة من محاكاتها.
Artificial Intelligence (AI) is a field that has a long history but is still constantly and actively growing and changing. In this course, you'll learn the basics of modern AI as well as some of the representative applications of AI. Along the way, we also hope to excite you about the numerous applications and huge possibilities in the field of AI, which continues to expand human capability beyond our imagination
AI for Robotics
Learn how to program all the major systems of a robotic car from the leader of Google and Stanford's autonomous driving teams. This class will teach you basic methods in Artificial Intelligence, including: probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. Extensive programming examples and assignments will apply these methods in the context of building self-driving cars.
This course is offered as part of the Georgia Tech Masters in Computer Science. The updated course includes a final project, where you must chase a runaway robot that is trying to escape
Machine Learning
This class is offered as CS7641 at Georgia Tech where it is a part of the Online Masters Degree (OMS). Taking this course here will not earn credit towards the OMS degree
Machine Learning is a graduate-level course covering the area of Artificial Intelligence concerned with computer programs that modify and improve their performance through experiences
The first part of the course covers Supervised Learning, a machine learning task that makes it possible for your phone to recognize your voice, your email to filter spam, and for computers to learn a bunch of other cool stuff

In part two, you will learn about Unsupervised Learning. Ever wonder how Netflix can predict what movies you'll like? Or how Amazon knows what you want to buy before you do? Such answers can be found in this section

Finally, can we program machines to learn like humans? This Reinforcement Learning section will teach you the algorithms for designing self-learning agents like us

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مسار الكورس | syllabus
https://d20vrrgs8k4bvw.cloudfront.ne...e+Syllabus.pdf __DEFINE_LIKE_SHARE__

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