Can we characterize intelligent behavior? Are there theoretical foundations on which Artificial Intelligence can be grounded?

In this course, you learn about APIs and how integrate the IBM RPA with web APIs by developing scripts with HTTP requests.

Learn the architecture behind GPT models and master advanced prompt crafting to unlock ChatGPT's full potential.

Learn about fundamental deep learning architectures such as CNNs, RNNs, LSTMs, and GRUs for modeling image and sequential data.

Level up your machine learning skills with tuning methods, advanced models, and dimensionality reduction.

Learn the basics of responsible AI use and how to navigate some of the most common AI risks and drawbacks.

Learn about what transformers are (the T of GPT) and how to work with them using Hugging Face libraries

Learn about what transformers are (the T of GPT) and how to work with them using Hugging Face libraries

Learn the foundations of cloud computing across platforms like AWS, Cloud, Azure, and GCP.

Learn deep learning concepts and techniques using the PyTorch framework for building neural networks.

Build basic deep learning models in TensorFlow.

Build basic deep learning models in TensorFlow.