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Jan 30, 2024 · 14 min read · Introduction In the world of data analysis and machine learning, data comes in all shapes and sizes. Categorical data is one of the most common forms of data that you will encounter in your data science journey. It represents discrete, distinct categ...
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Aug 11, 2023 · 8 min read · Introduction Linear Regression is one of the most popular statistical models and machine learning algorithms. Considered the holy grail in the world of Data Science and Machine Learning. It is one of the first (if not the first) algorithms that is th...
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Jul 20, 2023 · 12 min read · Introduction Paraphrasing is a fundamental skill in effective communication. Whether you're a student, content creator, or professional writer, being able to rephrase information while preserving its essence is crucial. With the rise of artificial in...
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Apr 25, 2023 · 2 min read · Introduction If you’ve been using the train_test_split method by sklearn to create the train, test, and validation datasets, then I know your pain. Splitting datasets into the test, train, and validation datasets While sklearn certainly provides u...
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Apr 18, 2023 · 9 min read · Introduction Data is all around us, from the information we process every day to the data collected by businesses to make informed decisions. Businesses today are thriving on the data that they have collected over the years. This data is then utilize...
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