Unlock the Power of Language: Natural Language Processing
Unlock the Power of Language: Natural Language Processing, available at $44.99, has an average rating of 4.33, with 22 lectures, based on 3 reviews, and has 8 subscribers.
You will learn about Master NLP Fundamentals: Grasp core concepts, history, and machine learning techniques in NLP. Preprocess Text Like a Pro: Learn tokenization, stop word removal, stemming, and lemmatization. Unlock Word Meaning: Master TF-IDF and Bag of Words to extract meaning from text. Become a Grammar Ninja: Discover POS tagging to understand word function in sentences. Explore Advanced Techniques: Learn subword and character-based tokenization for complex analysis. See NLP in Action (Parts 1 & 2): Explore real-world applications like sentiment analysis, machine translation, chatbots, and text summarization. This course is ideal for individuals who are Developers and Programmers: Expand your skillset and explore how NLP can be integrated into your applications. or Data Scientists and Analysts: Learn powerful techniques to extract insights and meaning from vast amounts of text data. or Marketers and Business Professionals: Gain a competitive edge by understanding customer sentiment, analyzing online trends, and creating targeted communication strategies. or Content Creators and Writers: Optimize your content for search engines, personalize audience engagement, and explore innovative storytelling techniques. or Language Enthusiasts: Deepen your understanding of how language works, its complexities, and its potential for manipulation by machines. It is particularly useful for Developers and Programmers: Expand your skillset and explore how NLP can be integrated into your applications. or Data Scientists and Analysts: Learn powerful techniques to extract insights and meaning from vast amounts of text data. or Marketers and Business Professionals: Gain a competitive edge by understanding customer sentiment, analyzing online trends, and creating targeted communication strategies. or Content Creators and Writers: Optimize your content for search engines, personalize audience engagement, and explore innovative storytelling techniques. or Language Enthusiasts: Deepen your understanding of how language works, its complexities, and its potential for manipulation by machines.
Enroll now: Unlock the Power of Language: Natural Language Processing
Summary
Title: Unlock the Power of Language: Natural Language Processing
Price: $44.99
Average Rating: 4.33
Number of Lectures: 22
Number of Published Lectures: 22
Number of Curriculum Items: 22
Number of Published Curriculum Objects: 22
Original Price: $199.99
Quality Status: approved
Status: Live
What You Will Learn
- Master NLP Fundamentals: Grasp core concepts, history, and machine learning techniques in NLP.
- Preprocess Text Like a Pro: Learn tokenization, stop word removal, stemming, and lemmatization.
- Unlock Word Meaning: Master TF-IDF and Bag of Words to extract meaning from text.
- Become a Grammar Ninja: Discover POS tagging to understand word function in sentences.
- Explore Advanced Techniques: Learn subword and character-based tokenization for complex analysis.
- See NLP in Action (Parts 1 & 2): Explore real-world applications like sentiment analysis, machine translation, chatbots, and text summarization.
Who Should Attend
- Developers and Programmers: Expand your skillset and explore how NLP can be integrated into your applications.
- Data Scientists and Analysts: Learn powerful techniques to extract insights and meaning from vast amounts of text data.
- Marketers and Business Professionals: Gain a competitive edge by understanding customer sentiment, analyzing online trends, and creating targeted communication strategies.
- Content Creators and Writers: Optimize your content for search engines, personalize audience engagement, and explore innovative storytelling techniques.
- Language Enthusiasts: Deepen your understanding of how language works, its complexities, and its potential for manipulation by machines.
Target Audiences
- Developers and Programmers: Expand your skillset and explore how NLP can be integrated into your applications.
- Data Scientists and Analysts: Learn powerful techniques to extract insights and meaning from vast amounts of text data.
- Marketers and Business Professionals: Gain a competitive edge by understanding customer sentiment, analyzing online trends, and creating targeted communication strategies.
- Content Creators and Writers: Optimize your content for search engines, personalize audience engagement, and explore innovative storytelling techniques.
- Language Enthusiasts: Deepen your understanding of how language works, its complexities, and its potential for manipulation by machines.
Crack the Code of Human Language: Become an NLP Mastermind!
Imagine a world where machines can understand your every word. That’s the power of Natural Language Processing (NLP), and YOU can be the one wielding it!
This course isn’t your dusty textbook lecture. We’ll take you on a thrilling journey, from the birth of NLP (think pre-Deep Learning days!) to the cutting-edge models that power today’s AI giants like GPT-3.
Feeling a little lost in tech jargon? Worry not! Whether you’re a curious student, a coding whiz, or simply fascinated by the magic of language, this course is designed for YOU.
Here’s what awaits you on your NLP adventure:
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Become a Machine Whisperer: Learn how to train machines to understand human language, from basic emotions to complex text analysis. ️
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From Cave Paintings to Chatbots: Explore the incredible evolution of NLP, witnessing its transformation from sci-fi fantasy to real-world game-changer.
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NLP in the Wild: Uncover how NLP is revolutionizing industries, from social media sentiment analysis to building mind-blowing chatbots that can actually hold a conversation!
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Text Ninja Training: Master the art of data wrangling, cleaning up messy text and preparing it for your NLP projects like a pro.
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The Grammar Guru: Demystify Parts-of-Speech tagging, a secret weapon for building powerful NLP models.
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Unlocking the Meaning of Words: Crack the code of the Bag-of-Words model, a sneaky trick to turn text into numbers that computers can understand.
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TF-IDF: Your New Superpower: Master TF-IDF, the technique that reveals the true importance of words within a document.
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Code Like a Boss: Solidify your learning with bite-sized code examples that you can implement in real-world projects.
This isn’t just a course, it’s your gateway to a future where humans and machines communicate seamlessly. Are you ready to join the revolution?
Enrol Now & Become an NLP Mastermind!
P.S. Enroll now and get exclusive access to bonus resources and a thriving online community of NLP enthusiasts.
Course Curriculum
Chapter 1: Introduction
Lecture 1: Introduction to NLP
Lecture 2: NLP Before Deep Learning
Lecture 3: NLP During Deep Learning Era (till 2013)
Lecture 4: NLP During Deep Learning Era (Present)
Lecture 5: NLP Applications pt1
Lecture 6: NLP Applications pt2
Lecture 7: Text Preprocessing
Lecture 8: Tokenization Definition
Lecture 9: Word-based Tokenization
Lecture 10: Charachter-based Tokenization
Lecture 11: Subword-based Tokenization
Lecture 12: Stop words Removal
Lecture 13: Stemming
Lecture 14: Lemmatization
Lecture 15: Part of Speech Definition
Lecture 16: POS Tagging Importance, Techniques and Challenges
Lecture 17: Bag of Words
Lecture 18: BOG Benefits and Limitations
Lecture 19: TF-IDF Definition
Lecture 20: TF-IDF Advantages and Limitations
Lecture 21: How TF-IDF Works
Chapter 2: Bonus Lecture
Lecture 1: Bonus Lecture
Instructors
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Educational Engineering Team
Team of skilled Engineers Sharing Knowledge with the World -
Ashraf Said AlMadhoun
Top-Rated Instructor, 450k+ Students -
Educational Engineering
Support Officer at Educational Engineering Team
Rating Distribution
- 1 stars: 0 votes
- 2 stars: 0 votes
- 3 stars: 1 votes
- 4 stars: 0 votes
- 5 stars: 2 votes
Frequently Asked Questions
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You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
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