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
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
b) Demonstrate the validataion techniques--- i) leave one out(one test out)
ii) k-fold cross validation
Web references:
Data preprocessing with Python Pandas:
Data standardization:
https://www.geeksforgeeks.org/how-to-standardize-data-in-a-pandas-dataframe/
Data Normalization:
https://www.geeksforgeeks.org/data-normalization-with-pandas/

Harika bir yazı olmuş, emeğinize sağlık.
ReplyDeleteMachine Learning is transforming industries by enabling systems to learn from data and make intelligent decisions without explicit programming. Its applications range from predictive analytics and natural language processing to autonomous vehicles and healthcare innovations. For students, understanding algorithms, model training, and evaluation metrics can be challenging. If you need expert assistance, Artificial Intelligence Assignment Help provides step-by-step guidance, accurate solutions, and support tailored to academic requirements. With professional help, students can complete assignments efficiently, gain deeper insights into machine learning concepts, and enhance their programming and analytical skills. Engaging with experts ensures high-quality submissions while strengthening understanding of complex AI and machine learning techniques.
ReplyDeleteTackling complex topics like data models, algorithms, and predictive analytics can be incredibly time-consuming. When coding errors and tight deadlines add to the pressure, staying on track becomes a real challenge. Using a Machine Learning Assignment Writing Service is a practical way to get your project structured properly, ensuring accurate results and professional formatting before your deadline runs out.
ReplyDelete