NLP Data Cleaning techniques|text Data cleaning techniques|How to clean text data




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NLP Data Cleaning techniques|text Data cleaning techniques|How to clean text data
#NLPDataCleaning #TextDataCleaning #UnfoldDataScience
Hello,
My name is Aman and I am a data scientist.
About this video:
In this video, I discuss about various data cleaning techniques. I discuss about text data cleaning techniques and its importance in natural language processing. Below questions are answered in this video:

1. What is text data cleaning.
2. How to clean text data?
3. How to clean natural data?
4. What is stop-word removal
5. How to remove stop-words
6.What is Stemming in text data/NLP?
7.What is lemmatization in text data/NLP?
8.what is normalization in text data?

About Unfold Data science: This channel is to help people understand basics of data science through simple examples in easy way. Anybody without having prior knowledge of computer programming or statistics or machine learning and artificial intelligence can get an understanding of data science at high level through this channel. The videos uploaded will not be very technical in nature and hence it can be easily grasped by viewers from different background as well.

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Watch Introduction to Data Science full playlist here : https://www.youtube.com/watch?v=Zkyog5u1OGw&list=PLmPJQXJiMoUWXbjyedFTmXPzzoeMJV4fe

Watch python for data science playlist here:
https://www.youtube.com/watch?v=NTZkMI5tuh8&list=PLmPJQXJiMoUWtuekopnh4BhTFkDBvmhnC

Watch statistics and mathematics playlist here :
https://www.youtube.com/watch?v=iZ2r7aIwMbc&list=PLmPJQXJiMoUU52xCfjyoGRfoLCHKFtDxX

Watch End to End Implementation of a simple machine learning model in Python here:
https://www.youtube.com/watch?v=8PFt4Jin7B0&list=PLmPJQXJiMoUWKj26qv_Pw5Aofxncu84JB

Learn Ensemble Model, Bagging and Boosting here:
https://www.youtube.com/watch?v=fuO6QXAo-5M&list=PLmPJQXJiMoUWfMvIqAn0VI_LHlw4AmVrb

Access all my codes here:
https://drive.google.com/drive/folders/1XdPbyAc9iWml0fPPNX91Yq3BRwkZAG2M

Have question for me? Ask me here : https://docs.google.com/forms/d/1ccglokA_FicF3AirR-xllXauKZrzmngJoUptza1tPRE/edit

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Comment List

  • Unfold Data Science
    January 17, 2021

    Very useful playlist. Thank you so much for your effort on sharing the knowledge.

  • Unfold Data Science
    January 17, 2021

    Hi again Aman – do you or can you please upload some tutorial related to end to end project in ML, DL and NLP (close to real will be better instead from kaggle) ? In this period i want to complete as many project as possible. 🙂 thanks in advance

  • Unfold Data Science
    January 17, 2021

    great explanation man . just show all these techniques in separate videos with implementation

  • Unfold Data Science
    January 17, 2021

    Please try to complete NLP vedios list. I am eagerly waiting for same.

  • Unfold Data Science
    January 17, 2021

    Impressive Explanation Aman.

  • Unfold Data Science
    January 17, 2021

    nice work

  • Unfold Data Science
    January 17, 2021

    Please show the implementation of advanced steps through coding ,, video was concise and well explained.

  • Unfold Data Science
    January 17, 2021

    Wow, bro. As I was impressed with your explanation in the previous video this one didn't disappoint me either. I am glad to have known advanced preprocessing techniques through you.

  • Unfold Data Science
    January 17, 2021

    Very nice video

  • Unfold Data Science
    January 17, 2021

    Useful information…

  • Unfold Data Science
    January 17, 2021

    Waiting for python code for these steps. Thanks a ton.

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