India is host to millions of students and software engineers. With increasing focus on research and applications of AI, the requirements and nature of jobs are slowly changing. India being the hub ofIT education andIT programming, it is important that thestudents and software professionals are up to date in their knowledge base and skill set. This Winter School will focus on the fundamentals and advances in Artificial Intelligence and Machine Learning, including Deep Learning and Data Analytics. Along with the foundations in core AI and ML, we will also have tracks related to three domains: computer vision, natural language processing, and autonomous driving, robotics.
Audience: The Winter School is targeted towards students and professionals interested in learning algorithms in machine learning and artificial intelligence.
Note: Each successful participant will receive a certificate from the Infosys Center for Artificial Intelligence, IIITD.
|Intro to ML + Evaluation Strategies|
|ML1: Bayes, Regression, PCA|
|ML 2: Decision Tress, RDF, Ensemble, GBT|
|Intro to DL: Neural Networks, Backpropagation|
|ML 3: SVM, Kernels, Clustering|
|DL 1: CNN, RNN|
|DL 2: GANs, VAE|
|DL 3: Practical DL, Encoder, Decoder|
|Application 1: Reinforcement Learning and Autonomous driving|
|Application 2: TBD|
|Application 3: NLP|
|Application 4: Advanced NLP, Speech, Multimodal|
|Hackathon on AI for society|
The registration fee details are given below. In order to avail the discounted fee for students, faculty and government officials, please upload a copy of your id card. Fees can be paid through the IIITD Payment Portal. Click Here.
Limited accommodation is available for the participants on first come first serve basis. Kindly email Tanmoy Chakraborty (firstname.lastname@example.org) if you require accommodation. An additional fees of Rs. 300 per night per head will be charged for the accommodation during check in.
The fee is inclusive of GST. No refund request will be entertained after January 15th 2019.