Deep Learning is revolutionizing many industries like a thunderstorm, such as auto driving, AlphaGo, neural machine translation, medical diagnosis etc. Deep Learning is a generic and powerful machine learning algorithm. It is widely used by many big companies and startups. It is also one of favorite and most frequently used tool by Kaggle winners (by Kaggle CEO). This Program will provide progressive, interactive and practical lessons for anyone interested in deep learning algorithms and want to apply it to their work or research. The targeted audience is anyone who have basic knowledge in linear algebra and calculus, and knows how to code in python.
- Lecture: Deep Learning concepts and introduction
- Lab: Learn Numpy
- Lecture: Convolutional Neural Network
- Lab: Image recognition with TensorFlow
- Lecture: Recurrent Neural Network
- Lab: Characters recognition using LSTM
- Lecture: GAN (Generative Adversarial Networks)
- Lab: Generate your own image
Divided into groups, personalized guidance from instructor. Design your own projects or optional projects from us.