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what is up guys my name is Alistair and in this video I will show you how you can pre-process your text Data effectively text analytics is one of the major areas in which machine learning applications are widely used as a machine learning Enthusiast you must have heard about natural language processing and its various applications such as sentiment analysis topic modeling speech recognition and so on these NLP applications have one thing in common and that is that they have text as the underlying source of data so it is up to us as a data scientist to clean the text Data as much as possible before feeding them to a machine learning model this would allow the machine learning algorithm to extract Vital Information and yield optimal results with that being said letamp;#39;s move on to todayamp;#39;s video where I show you some pretty useful functions that you can reuse in your text pre-processing pipeline OK letamp;#39;s move on to the notebook and the link to the GitHub repository wi