Unlock the Power of Language: Natural Language Processing

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Educational Engineering Team

1:26:33

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1 - Introduction to NLP.mp4

02:16

2 - NLP Before Deep Learning.mp4

07:45

3 - NLP During Deep Learning Era till 2013.mp4

05:24

4 - NLP During Deep Learning Era Present.mp4

02:33

5 - NLP Applications pt1.mp4

05:50

6 - NLP Applications pt2.mp4

03:42

7 - Text Preprocessing.mp4

04:23

8 - Tokenization Definition.mp4

02:03

9 - Wordbased Tokenization.mp4

06:11

10 - Charachterbased Tokenization.mp4

02:43

11 - Subwordbased Tokenization.mp4

03:52

12 - Stop words Removal.mp4

04:02

13 - Stemming.mp4

04:39

14 - Lemmatization.mp4

02:56

15 - Part of Speech Definition.mp4

02:18

16 - POS Tagging Importance Techniques and Challenges.mp4

05:36

17 - Bag of Words.mp4

05:36

18 - BOG Benefits and Limitations.mp4

03:23

19 - TFIDF Definition.mp4

02:32

20 - TFIDF Advantages and Limitations.mp4

04:39

21 - How TFIDF Works.mp4

04:10

Description

Introduction to Natural Language Processing

What You'll 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 is this for?

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.

What You Need to Know?

What are the requirements or prerequisites for taking your course?

Comfort with Technology: Basic computer literacy and familiarity with using online learning platforms will be advantageous.

Aptitude for Learning: A willingness to learn new concepts and a desire to explore the exciting world of NLP are essential.

More details

Description
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:
Become a Machine Whisperer: Learn how to train machines to understand human language, from basic emotions to complex text analysis. ï¸â€
From Cave Paintings to Chatbots: Explore the incredible evolution of NLP, witnessing its transformation from sci-fi fantasy to real-world game-changer.
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!
Text Ninja Training: Master the art of data wrangling, cleaning up messy text and preparing it for your NLP projects like a pro.
The Grammar Guru: Demystify Parts-of-Speech tagging, a secret weapon for building powerful NLP models.
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.
TF-IDF: Your New Superpower: Master TF-IDF, the technique that reveals the true importance of words within a document.
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.
Who this course is for:
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.

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Natural Language Processing

Educational Engineering Team

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Educational Engineering TeamTeam of skilled Engineers Sharing Knowledge with the WorldEducational Engineering Team is a Leading Team in Microcontroller Industry, with over 13 Years of Experience in Teaching and Doing Practical Projects.We strive to put all our hands-on experience in these courses. Instead of superficial knowledge - we go into the depth of the topic and give you the exact - step by step blueprint on how to tame simple as well as complex topics in easy and digestible bite-sized videos.This real-world knowledge enables you to grasp knowledge easily, and you can apply this learning immediately to your life and projects.Educational Engineering Team has been in the Programming and Microcontroller business since 2007. We have been part of many projects. Over the course of these years - we have gained a good insight into students’ and educators’ needs. We are passionate about sharing all our collective knowledge with you. As of 2018, we have already taught over 250k-THOUSAND students and counting.Currently, we have more than 100+ Courses on UdemyEducator and Author of "Educational Engineering".Ashraf is an educator, Mechatronics engineer, electronics and programming hobbyist, and Maker. He creates online video courses on the EduEng YouTube Channel (More Than 4 Million View, 20k + Subscriber) and author of four Microcontroller books.As a Chief Educational Engineer since 2007 at Educational Engineering Team, the company he founded, Ashraf’s mission is to explore new trends and technology and help educate the world and make it a better place.Educational Engineering offers educational courses and Bootcamps, articles, lessons, and online support for electronics hobbyists, Programming hobbyists, Microcontroller hobbyists, STEM students, and STEM teachers.That team also work as freelancer engineers, helping many students in their graduation projects, and provide guidance and consulting for many students over the years to help them kick-start their career.Ashraf’s core skill is explaining difficult concepts through in a step by step easy to understand matter using video and text. With over 11 years of tertiary teaching experience, Ashraf has developed a simple yet comprehensive and informative style in teaching that students from all around the world appreciate.His passion for Microcontrollers and Programming and in particular for the world of Arduino, PIC Microcontroller, Rasberry Pi has guided his personal development and his work through Educational Engineering.Ashraf’s online courses have helped over 250,000 people from around the world to be better and to make a great career in the industry.Educational Engineering Team offer Course onCircuit Design, Simulation, and PCB FabricationArduino, PIC Microcontroller, and Raspberry PiProgramming in C, Python, and other programming languagesPLC Industrial Programming and Automation3D Design and SimulationESP and IoT World

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