We will be posting the programing assignments on this page. There are 4 + 2 Programming Assignments planned. Best 4 out of 6 scores will be considered for grading. You can also have a look at the Projects Page for ideas on group projects. (max group size = 3)
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ML pipeline for Regression: Release date: Aug 4, Due date: Aug 19
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Multi-class Classification + Ensemble Models: Release date: Aug 21, Due date: Sep 5
- Dataset Part A: https://github.com/sarang-iitb/H-captcha-dataset
- Dataset Part B: https://github.com/sarang-iitb/Car_Condition_evaluation_dataset
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Building your Neural networks : Release date: Sep 12, Due date: Sep 30
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CNN assignment: Medical disease diagnosis
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Mini-Project: Release Date: Sep 17 Due date: Nov 17 --> It's Weightage is that of 2 assignments Stage 1: Validation of Datasets, Build Data Loader and Transfer Learning based architecture for baseline performance: Oct 10 Stage 2: Customizations in architecture (adding attention blocks, customizations) : Oct 30 Stage 3: Final tuning, report due : Nov 17
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Application of Reinforcement Learning: Release date: Nov 5, Due date: Nov 25