Udemy - Introduction for testing AI based systems

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size601.6 MB
  • Uploaded Byfreecoursewb
  • Downloads30
  • Last checkedJun. 05th '22
  • Date uploadedJun. 03rd '22
  • Seeders 5
  • Leechers2

Infohash : 2C5ED69433B5F3D0C0D1B48F658110E3AD363B50

Introduction for testing AI based systems



https://DevCourseWeb.com

Published 05/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 33 lectures (2h 16m) | Size: 601.6 MB

What you need to take into consideration when building, deploying or testing high quality AI based system

What you'll learn
Understand the current state and expected trends of AI
Design and execute test plans and test cases for AI-based systems
Contribute to the test strategy for an AI-Based system
Understand the challenges associated with testing AI-Based systems, such as their self-learning capabilities, bias, ethics, complexity, transparency
Recognize where testers can best influence quality for AI based systems.

Requirements
Basic knowledge about software testing and AI systems is recommended, but not strictly necessary for this course

Files:

[ DevCourseWeb.com ] Udemy - Introduction for testing AI based systems
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Hi there!.mp4 (9.2 MB)
    • 1. Hi there!.srt (1.5 KB)
    • 2. What you can learn from this course.mp4 (26.3 MB)
    • 2. What you can learn from this course.srt (4.3 KB)
    2. Introduction AI
    • 1. Definition AI.mp4 (22.7 MB)
    • 1. Definition AI.srt (5.2 KB)
    • 2. The AI effect.mp4 (11.2 MB)
    • 2. The AI effect.srt (2.9 KB)
    • 3. Stages in Artificial Intelligence.mp4 (13.6 MB)
    • 3. Stages in Artificial Intelligence.srt (3.0 KB)
    • 4. AI based systems.mp4 (6.6 MB)
    • 4. AI based systems.srt (2.8 KB)
    • 5. AI technologies.mp4 (32.3 MB)
    • 5. AI technologies.srt (5.6 KB)
    3. Quality characteristics
    • 1. Quality characteristics.mp4 (8.9 MB)
    • 1. Quality characteristics.srt (2.4 KB)
    • 2. Self-learning.mp4 (24.6 MB)
    • 2. Self-learning.srt (7.3 KB)
    • 3. Autonomy & Evolution.mp4 (10.3 MB)
    • 3. Autonomy & Evolution.srt (3.7 KB)
    • 4. Bias.mp4 (17.0 MB)
    • 4. Bias.srt (5.1 KB)
    • 5. Ethics.mp4 (32.7 MB)
    • 5. Ethics.srt (8.8 KB)
    • 6. Side effects & Reward hacking.mp4 (7.5 MB)
    • 6. Side effects & Reward hacking.srt (2.1 KB)
    • 7. Explainability (XAI).mp4 (12.2 MB)
    • 7. Explainability (XAI).srt (3.4 KB)
    • 8. Safety.mp4 (12.1 MB)
    • 8. Safety.srt (3.1 KB)
    4. Machine learning
    • 1. Teaching a model.mp4 (45.5 MB)
    • 1. Teaching a model.srt (7.1 KB)
    • 2. Machine learning process workflow.mp4 (20.1 MB)
    • 2. Machine learning process workflow.srt (5.8 KB)
    5. Testing AI
    • 1. Specifications.mp4 (10.6 MB)
    • 1. Specifications.srt (4.0 KB)
    • 2. Testing levels.mp4 (22.5 MB)
    • 2. Testing levels.srt (7.6 KB)
    • 3. Testing data part 1.mp4 (21.9 MB)
    • 3. Testing data part 1.srt (5.3 KB)
    • 4. Testing data part 2.mp4 (38.0 MB)
    • 4. Testing data part 2.srt (12.7 KB)
    • 5. Automation Bias & Drift.mp4 (21.7 MB)
    • 5. Automation Bias & Drift.srt (5.2 KB)
    • 6. Test approach.mp4 (14.4 MB)
    • 6. Test approach.srt (5.4 KB)
    • 7. Test objectives self-learning systems.mp4 (32.7 MB)
    • 7. Test objectives self-learning systems.srt (10.3 KB)
    • 8. Test objectives bias.mp4 (18.3 MB)
    • 8. Test objectives bias.srt (7.0 KB)
    • 9. Test objectives autonomy & evolution.mp4 (12.4 MB)
    • 9. Test objectives autonomy & evolution.srt (4.6 KB)
    6. Methods and techniques
    • 1. Adversarial attack & data poisoning.mp4 (18.1 MB)
    • 1. Adversarial attack & data poisoning.srt (5.6 KB)
    • 2. Pairwise testing.mp4 (8.3 MB)
    • 2. Pairwise testing.srt (2.1 KB)
    • 3. Back-to-back testing.mp4 (9.6 MB)
    • 3. Back-to-back testing.srt (2.4 KB)
    • 4. AB testing.mp4 (14.8 MB)
    • 4. AB testing.srt (3.7 KB)
    • 5. Metamorphic testing.mp4 (21.5 MB)
    • 5. Metamorphic testing.srt (5.5 KB)
    • 6. Experience based testing.mp4 (19.1 MB)
    • 6. Experience based testing.srt (4.3 KB)
    7. Thank you
    • 1. End, thank you!.mp4 (5.0 MB)
    • 1. End, thank you!.srt (1.0 KB)
    • Bonus Resources.txt (0.4 KB)

Code:

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