Masterclass Testing Machine Learning (AI) Models
Gain basic understanding how to test Foundation Models, LLMs, Chatbots and AI bases systems.
4.40 (190 reviews)
1 613
students
13 hours
content
Mar 2025
last update
$19.99
regular price
What you will learn
Understand how AI is working
Understand basic software testing and how to apply it to Artificial Intelligence Models
Understand how Machine Learning Models are tested compared to traditional software
Understand the Ethics behind Artificial Intelligence (AI) and how to validate biases in Large Language Models ( LLMs)
Understand how to test reasoning abilities of AI
Gain knowledge of reasoning types and how to validate Foundation AI Models against different logic and reasoning Types
Gain knowledge on what is Natural Language Processing, and what tools can be used to test for it in a Machine Learning Model
See how to benchmark AI against models "HellaSWAG, MMLU, GLUE, BLEU, Humaneval"
Importance of test data and how model drifting degrades Large Language Model Performance
See how chatbots can be tested with real Chatgpt examples
Demo on testing Chat GPT with automated Tools
Understand Adversial Testing techniques - Gain knowhow on how to perform attacks on Artificial Intelligence Models
Understand the common and traditional metrcs what are used in Machine Learning field, such as F1 Score, Perplexity Recall and Accuracy
Understand K- Folding Data techniques
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5870074
udemy ID
13/03/2024
course created date
22/10/2024
course indexed date
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