NLP history up to RNN| Natural language processing in artificial intelligence | NLP course

NLP history up to RNN| Natural language processing in artificial intelligence | NLP course
#nlp #deeplearning #machinelearning

Hello,
My name is Aman and I am a Data Scientist.

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

Book recommendation for Data Science:

Category 1 - Must Read For Every Data Scientist:

The Elements of Statistical Learning by Trevor Hastie - https://amzn.to/37wMo9H

Python Data Science Handbook - https://amzn.to/31UCScm

Business Statistics By Ken Black - https://amzn.to/2LObAA5

Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - https://amzn.to/3gV8sO9
Category 2 - Overall Data Science:

The Art of Data Science By Roger D. Peng - https://amzn.to/2KD75aD

Predictive Analytics By By Eric Siegel - https://amzn.to/3nsQftV

Data Science for Business By Foster Provost - https://amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:

Naked Statistics By Charles Wheelan - https://amzn.to/3gXLdmp

Practical Statistics for Data Scientist By Peter Bruce - https://amzn.to/37wL9Y5
Category 4 - Machine Learning:

Introduction to machine learning by Andreas C Muller - https://amzn.to/3oZ3X7T

The Hundred Page Machine Learning Book by Andriy Burkov - https://amzn.to/3pdqCxJ
Category 5 - Programming:

The Pragmatic Programmer by David Thomas - https://amzn.to/2WqWXVj

Clean Code by Robert C. Martin - https://amzn.to/3oYOdlt

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Watch the 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 the 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

Build Career in Data Science Playlist:
https://www.youtube.com/watch?v=9pytkbvF8AU&list=PLmPJQXJiMoUWoG8fRUXPRcZec9LgdHmCL

Artificial Neural Network and Deep Learning Playlist:
https://www.youtube.com/watch?v=2-Cg_1FtHk8&list=PLmPJQXJiMoUVvvzXCBKSt0aA8A5NlryjV

Natural language Processing playlist:
https://www.youtube.com/watch?v=cs049uQWbpg&list=PLmPJQXJiMoUUSqSV7jcqGiiypGmQ_ogtb

Understanding and building a recommendation system:
https://www.youtube.com/watch?v=juqpTaieIkA&list=PLmPJQXJiMoUWZeVfB5fle6dwyySg7xLMq

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

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