Deep learning is changing the way industries and businesses tackled their problems. In this webinar some of the breakthroughs that happened using deep learning algorithms and what is still under progress for future will be discussed.
- Why is deep learning important?
- Defining deep learning (How is it different from traditional machine learning techniques?)
- Introducing different architectures of deep learning and their applications
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Long Short-Term Memory (LSTM)
- Deep Belief Networks (DBNs)
- Concepts related to Neural Networks such as Loss functions, Weight Regularization, Optimization and Back propagation. (Optional)
- Application of deep learning at CCC (Deep-OCR, State detection and Distracted driver)
- Comparison of Deep learning tools currently available.