Fundamentals of Deep Learning
Neural networks are powering many of today's most exciting AI applications. This session provides:
- A beginner-friendly introduction to neural network concepts- Understanding neurons, activation functions, and layers- The basics of forward and backward propagation- Training neural networks with gradient descent- Introduction to frameworks like TensorFlow and PyTorch- Building your first simple neural network- Applications and use cases for deep learning
This workshop demystifies neural networks and gives you a solid foundation for exploring more advanced deep learning topics.
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