Machine Learning
Lab : Data PreProcessing: https://colab.research.google.com/drive/1Tu_SEyVLG2DnRqHQ3qZLXKAJEHSwlCt8?usp=sharing PANDAS SERIES PRACTICE LINK: https://colab.research.google.com/drive/1qiYvvEyinxzbVo2OuzTsxbznPQjrqefq?usp=sharing employee.csv 1. lab task on employee: https://docs.google.com/document/d/1uzXyme4NxOiC-x7u__t1mIH0ifnc-iP1qJzQn09HKAU/edit?usp=sharing 2. Lab Activity: a) lab activity - data preprocessing Additional questions based on the above student file: i) Display the details of a student for the given roll no as input ii) Display the details of the topper. b) Demonstrate the validataion techniques--- i) leave one out(one test out) ii) k-fold cross validation ML lab activities Web references: Data preprocessing with Python Pandas: https://towardsdatascience.com/data-preprocessing-with-python-pandas-part-1-missing-data-45e76b781993 Data standardization: https://www.geeksforgeeks.org/h