The Department of Computer Science & Engineering, Indian Institute of Technology, Tirupati is organizing an Online Summer School on Machine Learning. The Bootcamp program will run from July 20 to 21, 2021 and the workshop on ML will run from July 26 to 30, 2021.
Indian Institute of Technology Tirupati is an autonomous engineering and technology education institute located in Tirupati. It started functioning from 5 August 2015 in a temporary campus housed at Krishna Theja Educational Institutions in Chadalawada Nagar
- To acquire necessary theoretical foundations and sufficient skills in ML, DL, and Unsupervised methodologies of formal representation.
- Designing a solution and implementation of the same using state-of-the-art tools for addressing real-world machine learning problem statements.
- To get an idea of practical perspective and customization aspects through industry demonstrations of the applications of the methods and the tools.
This workshop is to on board students/ faculty/ practitioners onto the topics through both theory and hands-on sessions involving the following three unique features –
- Detailed theory sessions on critical algorithmic aspects.
- Hands-on sessions giving an immediate feel for theoretical concepts.
- The practical flavor of industry-grade production using ML.
- Fundamental of problem formulation skills in data science along with demonstrations, hands-on practice sessions, and quizzes; standard supervised learning algorithms including loss functions, multivariate linear regression, and multiclass classification, logistic
- regression, decision trees, random forest, data preparation, and model selection
- Deep neural networks theory and practicals using TensorFlow for encoders, convolutional neural networks, recurrent neural networks, and generative adversarial networks; and unsupervised learning techniques for clustering and data visualization.
- The sessions are supplemented for a real-world application through industry-grade implementations, customizations, and demonstrations
- Students: Rs. 2000 (before July 15); Rs. 3000 (between July 16 and 18)
- Faculty Members: Rs. 4000 (before July 15); Rs. 5000 (between July 17 and 18)
- Industry Employees: Rs.6000 (before July 15); Rs. 7000 (between July 17 and 18)
To register for the workshop, click here.
The last date to register is July 15, 2021.
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