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The Natural Language Processing video gives you a detailed look at the science of applying machine learning algorithms to process large amounts of natural language data. NLP is driving the growth of the AI market, and this video helps you develop the skills required to get started with NLP & text mining. Now, lets get started and understand NLP in detail.

Below topics are explained in this NLP & text mining tutorial:
0:00 Introduction
1. Learning Objectives : 00:14
2. Overview of Text Mining : 00:22
3. Significance of Text Mining : 02:33
4. Applications of Text Mining : 04:00
5. Natural Language ToolKit Library : 06:22
6. Text Extraction and Preprocessing: Tokenization : 08:57
7. Text Extraction and Preprocessing: N-grams : 09:31
8. Text Extraction and Preprocessing: Stop Word Removal : 10:27
9. Text Extraction and Preprocessing: Stemming :11:51
10. Text Extraction and Preprocessing: Lemmatization : 12:35
11. Text Extraction and Preprocessing: POS Tagging : 13:11
12. Text Extraction and Preprocessing: Named Entity Recognition : 14:28
13. NLP Process Workflow : 15:23
14. Demo: Processing Brown Corpus : 16:17
15. Structuring Sentences: Syntax : 26:21
16. Rendering Syntax Trees : 28:16
17. Structuring Sentences: Chunking and Chunk Parsing : 29:10
18. NP and VP Chunk and Parser : 30:48
19. Structuring Sentences: Chinking : 32:28
20. Context-Free Grammar (CFG) : 34:12
21. Demo: Structuring Sentences : 36:09

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#NaturalLanguageProcessing #NLPTutorialForBeginners #TextMiningTutorial #TextMiningInMachineLearning #MahchineLearningTutorial #Simplilearn

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️ About Post Graduate Program In AI And Machine Learning

This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots.

Key Features

- Post Graduate Program certificate and Alumni Association membership
- Exclusive hackathons and Ask me Anything sessions by IBM
- 3 Capstones and 25+ Projects with industry data sets from Twitter, Uber, Mercedes Benz, and many more
- Master Classes delivered by Purdue faculty and IBM experts
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Gain access to 4 live online sessions on latest AI trends such as ChatGPT, generative AI, explainable AI, and more
- Learn about the applications of ChatGPT, OpenAI, Dall-E, Midjourney & other prominent tools

Skills Covered

- ChatGPT
- Generative AI
- Explainable AI
- Generative Modeling
- Statistics
- Python
- Supervised Learning
- Unsupervised Learning
- NLP
- Neural Networks
- Computer Vision
- And Many More…

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