How can you handle categorical data in machine learning models?

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To handle categorical data in machine learning, you can use techniques like one-hot encoding, where each category becomes a binary feature, or label encoding, which assigns a unique number to each category. These transformations allow machine learning models to work with categorical data effectively.
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I want to learn data science in home itself bcz i dont want much time to take any coaching and also most of the institutes are asking high amount for  training. Pease lemme know how i can prepare myself.

First of all you start leaning following. 1.Database(Sql,Nosql) 2 Python,Pandas,Numpy 3 Basic Linux,Big Data(Hadoop,Scala,Spark) 4. Machine Learning 5. Deep Learning
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