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Jamaley Hussain

Linear Regression – Cons[1]

Only Linear Problems

Ordinary Least Squares won’t work well with non-linear data. If you are not sure about the linearity or if you know your data has non-linear relations then this is a giveaway that most likely Ordinary Least Squares won’t perform well for you at this time.

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Categories: Short Notes
Tags: Data ScienceLinear RegressionMachine Learning
Jamaley Hussain: Hello, I am Jamaley. I graduated from Staffordshire University and have always been passionate about Computers, Technology, and Generative AI. Currently, I work as a Senior Data Scientist (AI/ML) and I’m also the founder of TechJunkGigs, a platform dedicated to helping programming students with tutorials on Machine Learning, Data Science, Python, LLM, RAG, Generative AI, and NLP. What started as a blog has now evolved into a valuable resource for students, and I'm committed to sharing knowledge to help them stay updated with industry trends
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