Lecture 1— Autonomous Driving and Software Testing

This lecture is a part of the online course on Software Testing for Complex Intelligent Systems and Autonomous Vehicles. The course lectures provide the theoretical basics of testing autonomous systems based on artificial intelligence.

In this first lecture on Autonomous Driving and Software Testing, we look at the structural and qualitative properties of artificial intelligence systems and the risks associated with autonomous intelligent systems. We will demonstrate that software testing is a way to reduce the risks associated with AI systems. We will also talk about how the intersection of artificial intelligence and software testing is a new and very promising scientific and professional field.

Our expert — Daria Degtyarenko, Researcher and Marketing Communications Manager at Exactpro.

Lecture 1 slides — https://speakerdeck.com/exactpro/lect...

Useful links:
•AI and Software Testing (A4Q) Syllabus — https://www.alliance4qualification.in...
•Machine Learning Yearning, Andrew Ng — https://www.deeplearning.ai/wp-conten...
•2021 IEEE Autonomous Driving AI Test Challenge — http://ieeeaitests.com/
•“Introduction to Self-Driving Cars” course on Coursera — https://www.coursera.org/learn/intro-...
•A course on working with Apollo — https://apollo.auto/devcenter/coursel...
•Wikipedia article on self-driving cars — https://apollo.auto/devcenter/coursel...
•Foundations of Software Testing ISTQB Certification by Dorothy Graham, Rex Black, Erik van Veenendaal — https://www.amazon.com/Foundations-So...
•Software Testing Basics course on Black Box software testing (BBST) — https://www.amazon.com/Foundations-So...
•ISTQB-CTFL_Syllabus_2018 — https://www.istqb.org/downloads/send/...
•A series of videos reviewing ISTQB — available on the Exactpro Systems YouTube channel -    • ISTQB Foundation Level Certification Overview  

LGSVL Road Simulator (we recommend that you download the file for your operating system and try to install the simulator ahead of time, before the start of Practice 1) — https://www.lgsvlsimulator.com/docs/g...

Telegram channel of the 2021 IEEE Autonomous Driving AI Test Challenge — https://t.me/AITestChallengeIEEE

More on this course — https://exactpro.com/events/external/...

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Exactpro specializes in quality assurance services and related software development with a focus on test automation for financial market infrastructures worldwide. Exactpro tools apply a variety of data analysis and machine learning techniques to improve the resilience and efficiency of automated functional testing executed under load.

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