Artificial Intelligence
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UMontrealX: Bias and Discrimination in AI
Discover how even computer algorithms may be biased and have a serious impact on our every day lives. In this MOOC, based on an IVADO School involving various international experts in the field, you will learn how to identify and alleviate bias and discrimination in Artificial Intelligence.
UMontrealX: Deep Learning Essentials
Do you want to learn how machines can learn tasks we thought only human brains could perform? Then take this Deep Learning course developed by IVADO, Mila and Université de Montréal: an extensive overview of the essentials of deep learning, this ground-breaking technology already prevalent in our lives and spanning all sectors.
UMontrealX: Machine Learning Use Cases in Finance
In the last six years, the financial sector has seen an increase in the use of machine learning models in financial, banking and insurance contexts. Data science and advanced analytics teams in the financial and insurance community are implementing these models regularly and have found a place for them in their toolbox.
UMontrealX: Recommender Systems: Behind the Screen
How are items recommended when you’re browsing for movies, jobs or clothing online? Register here and you’ll discover the fundamental concepts and methods allowing the most relevant item suggestions to users from e-commerce to online advertisement.
Understand data science for machine learning
Microsoft Learn provides several interactive ways to get an introduction to classic machine learning. These learning paths will get you productive on their own, and also are an excellent base for moving on to deep learning topics.
Understanding Artificial Intelligence
Learn the basic concepts of Artificial Intelligence, such as machine learning, deep learning, NLP, generative AI, and more.
Understanding Deep Learning Applications in Rare Event Prediction
This course teaches how to build deep learning models using TensorFlow to predict rare probability events.
Understanding the EU AI Act
Get your AI Act together! Understand the obligations, risks, and requirements of the EU AI Act.
Understanding the orchestration process in IBM RPA
In this course, you will learn what orchestrator is in IBM RPA, getting an introduction of the theme.
Unit Test Development with Generative AI
Discover how Generative AI like ChatGPT can be used to create Python unit tests. Understand the Security Test Pyramid and best practices for AI unit testing.
Unit Testing with Generative AI Case Study
Use generative AI to help create a unit test for Python code. Generative AI can generate unit tests for all of the functions of a Python class.
Unity Machine Learning with Python!
Teach a sled controlled by artificial intelligence to catch falling Christmas presents! Learn the future of technology.