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Hello and welcome to part one day the pre-processing.
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So I had to start with this part because this is a crucial step in the journey of making a machine learning
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model.
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If there is no data pre-processing your machine learning model won't work properly.
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So it's you know it's like preparing a journey.
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Imagine you are about to go for a long journey while you have to prepare.
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It's in every book your flights book your hotels and pack your luggage.
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That's definitely the boring part for the trip.
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But then when everything is well-prepared and you're ready to go your trip might be amazing.
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Well it's the same for our machine learning journey.
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We have to prepare some stuff in order to make sure that we build our machine learning models without
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any issues and this stuff that we need to prepare for machine learning trip happens to be data pre-processing
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.
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So I have to be honest with you this is the boring part but we are only doing this so that we get to
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maximum fun later in this course when we make all the machine learning models.
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So trust me we have to do it because if we don't do it we will miss out on all the fun of machine learning
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.
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So I did the best I could to gather in this part all the essentials of data pre-processing and even
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if I made sure to make it as simple as possible there is all you need to know about data pre-processing
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there is all you need to know how to do to prepare any data set for any machine learning model.
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So excluding this one there are going to be a tutorials in this part.
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So hold on to them and I promise you that we will get a lot of fun once we start our mission on the
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journey.
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