This is a group for anyone interested in Data Science, Machine Learning or Deep Learning. We meet every few weeks to discuss recent research papers, novel tools & techniques, Kaggle competitions, or anything related to Data Science. We have members of all skill levels, ranging from students learning to get into Data Science, to expert practitioners. This group is a small effort to grow Data Science community in India.
"PyTorch: Zero to GANs" is a series of online tutorials and onsite workshops covering various topics like the basics of Deep Learning, building neural networks with PyTorch, CNNs, RNNs, NLP, GANs etc. and much more. The online tutorials can be found here: https://medium.com/jovian-io
The workshop is FREE of cost. It is the first in the series of 3 workshops: beginner, intermediate and advanced. The series is targeted towards beginners, and will cover the following topics:
- Introduction to Machine Learning and Deep Learning
- System Setup for Deep Learning with PyTorch
- PyTorch Basics: Tensors & Gradients
- Your first ML model: Linear Regression with PyTorch
- Classification using Logistic Regression
- Feedforward Neural Networks and Backpropagation
The workshop takes a hands-on coding-focused approach, and everything will be taught live using interactive Jupyter notebooks. Theoretical concepts will be explained in simple terms and using code. Participants are required to bring fully charged laptops for interactive coding and experimentation. The style of teaching will similar to our popular webinar series: http://bit.ly/fastai-webinars
We have limited seats (maximum 30), and this workshop is a prerequisite for attending the intermediate and advanced level workshops. So please RSVP before the slots run out!
NOTE: Participants must provide their phone number so that we can call and confirm their attendance.
* Basic coding skills (preferably Python)
* Basic understanding of linear algebra (matrices, derivatives etc.)