Deep learning, artificial intelligence, and artificial neural networks are at the forefront of modern technology. With some Python knowledge, this course will clarify this fascinating area by covering all the essential topics.
The curriculum includes:
- Artificial Neural Networks
- Multi-Layer Perceptrons
- TensorFlow
- Keras
- Convolutional Neural Networks
- Recurrent Neural Networks
- Variational Autoencoders (VAEs)
- Generative Adversarial Networks (GANs)
Beyond theory, the course offers practical experience through a class project and various activities:
- Constructing neural networks for handwriting recognition
- Predicting politicians' party affiliations from their voting records
- Conducting sentiment analysis on actual movie reviews
- Building and experimenting with deep neural networks interactively
- Generating artificial images of apparel
Just a few hours are needed to become acquainted with the field and understand the excitement surrounding it. If the concept of AI is intimidating, gaining an insight into its actual workings through this course is the best antidote.


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