Natural Language Processing (NLP) & Text Mining Tutorial | Machine Learning Tutorial | Simplilearn




[ad_1]

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:
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

✅Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH

⏩ Check out the Artificial Intelligence training videos: https://bit.ly/2Li4Rur

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

Simplilearn’s Artificial Intelligence course provides training in the skills required for a career in AI. You will master TensorFlow, Machine Learning and other AI concepts, plus the programming languages needed to design intelligent agents, deep learning algorithms & advanced artificial neural networks that use predictive analytics to solve real-time decision-making problems without explicit programming.

Why learn Artificial Intelligence?
The current and future demand for AI engineers is staggering. The New York Times reports a candidate shortage for certified AI Engineers, with fewer than 10,000 qualified people in the world to fill these jobs, which according to Paysa earn an average salary of $172,000 per year in the U.S. (or Rs.17 lakhs to Rs. 25 lakhs in India) for engineers with the required skills.

You can gain in-depth knowledge of Artificial Intelligence by taking our Artificial Intelligence certification training course. Those who complete the course will be able to:
1. Master the concepts of supervised and unsupervised learning
2. Gain practical mastery over principles, algorithms, and applications of machine learning through a hands-on approach which includes working on 28 projects and one capstone project.
3. Acquire thorough knowledge of the mathematical and heuristic aspects of machine learning.
4. Understand the concepts and operation of support vector machines, kernel SVM, naive bayes, decision tree classifier, random forest classifier, logistic regression, K-nearest neighbors, K-means clustering and more.
5. Comprehend the theoretical concepts and how they relate to the practical aspects of machine learning.
6. Be able to model a wide variety of robust machine learning algorithms including deep learning, clustering, and recommendation systems

👉Learn more at: https://bit.ly/2AlrLiB

For more updates on courses and tips follow us on:
– Facebook: https://www.facebook.com/Simplilearn
– Twitter: https://twitter.com/simplilearn
– LinkedIn: https://www.linkedin.com/company/simplilearn/
– Website: https://www.simplilearn.com

Source


[ad_2]

Comment List

  • Simplilearn
    January 2, 2021

    Got a Question on this topic? Let us know in the comment section below 👇 and we'll have our experts answer it for you. To learn more about RPA Training, visit: https://bit.ly/2WKwgur

  • Simplilearn
    January 2, 2021

    Its an outstanding lecture, cover almost every bit of concept of NLP with practical example as well. I will say its all about from Zero to Hero in NLP. Thankyou Sir for sharing such a great lecture.

  • Simplilearn
    January 2, 2021

    Sir my name is mohith I am final year BE student can you help me out some doubt on nlp I am working on data generalization and data sanitization our task is identifying given text weather it is sanitized or not generalized or not how it work in python can you help out sir please…. it is helpfull to me

  • Simplilearn
    January 2, 2021

    Hello, do you have a tutorial about NLP (such as sentiment analysis? using CNN method in python?

  • Simplilearn
    January 2, 2021

    Thanxalott ! you guys are ways better than my college !

Write a comment