Natural Language Processing | NLP with Deep Learning and Machine Learning | NLP Using Python

In this natural language processing video, you will learn what is a natural language, text mining in NLP, file handling in python, NLTK package, tokenization, artificial intelligence, hands-on demo, frequency distribution, stop words, and the concepts of bigrams, trigrams, and n-grams, NLP interview questions in detail. This NLP with Deep Learning and Machine Learning video is a must-watch for everyone who wants to learn NLP and make a career in the AI domain.

#NaturalLanguageProcessing #NLPdeeplearning #NLPMachineLearning #NLPPython #NLPCourse #NLPTraining #NLPTutorial #Intellipaat

The following topics are covered in this video:
01:47 - Introduction to NLP
03:41 - Tokenization
12:13 - Lemmatization
13:36 - Parts of Speech Tagging
16:12 - Named Entity Recognition
18:29 - Introduction to Spacy
26:07 - Sentiment Analysis using NLTK
46:26 - Text Mining
47:12 - Need of Text Mining
48:19 - Natural Language Processing(NLP)
49:21 - Installing Anaconda
51:19 - OS Module in Python
58:35 - File Handling in Python
59:26 - Creating File Object
01:00:35 - Reading from a File
01:04:02 - Writing to a File
01:08:07 - Working with Word Files
01:13:27 - Natural Language Toolkit (NLTK)
01:14:12 - NLTK Corpora
01:15:51 - Chunking
01:36:34 - Chinking
01:43:04 - Why Artificial Intelligence?
01:50:35 - Machine Learning
01:55:50 - Machine Learning Types
02:05:12 - Introduction to Deep Learning
02:07:40 - Application of Deep Learning
02:10:07 - What is Neural Network?
02:17:10 - Activation Functions
02:21:23 - Perceptron Training Algorithm
02:24:11 - What are Tensors?
02:26:07 - Program Elements in Tensorflow
02:47:04 - Artificial Intelligence Developers
02:55:24 - AI Developer Guide
03:00:32 - AI Developer: Job Descriptions
03:03:39 - Artificial Intelligence Project
03:32:09 - HR Analytics
04:59:35 - NLP Interview Questions and Answers

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🔵 Why should you watch this natural language processing tutorial?

NLP market is speculated to grow to US$26.4 billion by 2024 with a CAGR of 21%. One of the principal disciplines of AI, Natural language processing is used to solve uses analysis tools to read data from large amounts of natural language data to arrive at meaningful conclusions. It involves using the ML algorithms to recognize, categorize, and extract natural language rules to transform unstructured language data into a form that computers can understand.

🔵 Why Artificial Intelligence is important?

Artificial Intelligence is taking over each and every industry domain. Machine Learning and especially Deep Learning are the most important aspects of Artificial Intelligence that are being deployed everywhere from search engines to online movie recommendations. Taking the Intellipaat deep learning training & Artificial Intelligence Course can help professionals to build a solid career in a rising technology domain and get the best jobs in top organizations.

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[TechnoPrefix]

finally I have got a practical course on NLP . Thanks a lot form Bangladesh.

[PRIYASINGH-kqfc]

Thank you for this excellent course, very useful.

[krishnasundeepbasavaraju]

it is really informative. helpful to many of the students to understand NLP. Can u kindly help me with python code and data, material?

[sankhayanbhaumik]

Thank you ma'am/sir for a fruitful

[ayushagrawal]

The course is amazing but the production quality is too low (mainly audio quality can be better)
Because to stay concentrated for 5-6 long hours we need quality that is convenient.

[AyushYadav-bnzb]

This was best video about NLP can we get an code file of this session it will be very helpful

[AlajedeMustapha]

Why did you use only the adjective during sentiment analysis with nltk?

[innocentkasyoki]

Please add the link to the files you used in 'sentiment analysis using NLTK'

[PRIYASINGH-kqfc]

Please make a video for spacy-transformers for NER, it will be really helpful

[abdoulkadercoulibaly]

Could you upload the dataset or share a link to download it ?

[karthikk]

Thank you so much for this course, could u plz share the hr analytics notebook

[anupam]

Thanks for Amazing video lecture, could you please share me the files which is used in this video

[vaibhavashrivastava]

Thanks for the nice lecture, could you please share me the files and code which is used in this video

[jahanurbiswas]

Thank you very much, sir, for your nice video lecture. It is amazing to find knowledge about NLP. But I have faced in a problem that is from where we get the source code of that practice code?

[dipikapanditpawar]

Plz provide the pdf of the full course for practice

[RahulDas-osrg]

How I can get the code and dataset for practice

[sivakrishnavallamkonda]

could u please provide imdb dataset link

[kunjjariwala]

can you send me the code and the data set used in the video

[pawankrleo]

Thanks for Video very helpful to me. Can you please provide the dataset and jupyter notebook file ? for better practice..

[MithunKumar-dgbs]

hello sir can you please share the code and datasets