All language subtitles for 009 Welcome to Part 1 - Data Preprocessing-en

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Would you like to inspect the original subtitles? These are the user uploaded subtitles that are being translated: 1 00:00:00,210 --> 00:00:03,480 Hello and welcome to part one day the pre-processing. 2 00:00:03,540 --> 00:00:09,780 So I had to start with this part because this is a crucial step in the journey of making a machine learning 3 00:00:09,780 --> 00:00:10,470 model. 4 00:00:10,620 --> 00:00:15,440 If there is no data pre-processing your machine learning model won't work properly. 5 00:00:15,510 --> 00:00:18,060 So it's you know it's like preparing a journey. 6 00:00:18,060 --> 00:00:21,640 Imagine you are about to go for a long journey while you have to prepare. 7 00:00:21,660 --> 00:00:26,310 It's in every book your flights book your hotels and pack your luggage. 8 00:00:26,310 --> 00:00:28,900 That's definitely the boring part for the trip. 9 00:00:29,010 --> 00:00:34,520 But then when everything is well-prepared and you're ready to go your trip might be amazing. 10 00:00:34,710 --> 00:00:37,190 Well it's the same for our machine learning journey. 11 00:00:37,230 --> 00:00:42,390 We have to prepare some stuff in order to make sure that we build our machine learning models without 12 00:00:42,450 --> 00:00:48,940 any issues and this stuff that we need to prepare for machine learning trip happens to be data pre-processing 13 00:00:48,940 --> 00:00:49,420 . 14 00:00:49,530 --> 00:00:55,020 So I have to be honest with you this is the boring part but we are only doing this so that we get to 15 00:00:55,020 --> 00:00:59,750 maximum fun later in this course when we make all the machine learning models. 16 00:00:59,760 --> 00:01:07,120 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 17 00:01:07,130 --> 00:01:07,420 . 18 00:01:07,710 --> 00:01:13,620 So I did the best I could to gather in this part all the essentials of data pre-processing and even 19 00:01:13,620 --> 00:01:19,380 if I made sure to make it as simple as possible there is all you need to know about data pre-processing 20 00:01:19,410 --> 00:01:25,300 there is all you need to know how to do to prepare any data set for any machine learning model. 21 00:01:25,410 --> 00:01:29,240 So excluding this one there are going to be a tutorials in this part. 22 00:01:29,520 --> 00:01:35,310 So hold on to them and I promise you that we will get a lot of fun once we start our mission on the 23 00:01:35,310 --> 00:01:35,870 journey. 2486

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