Natural Language Processing [ Building Real World Projects]

Build Real World Applications of Natural Language Processing [COMPLETE PROJECT]
4.36 (79 reviews)
Udemy
platform
English
language
Data Science
category
Natural Language Processing [ Building Real World Projects]
21 127
students
4 hours
content
Oct 2020
last update
$19.99
regular price

Why take this course?

🚀 Natural Language Processing [Building Real World Projects] 🧠👩‍💻


Course Headline: 🌟 Build Real World Applications of Natural Language Processing [COMPLETE PROJECT]


🎉 Welcome to your first steps into the world of Natural Language Processing!

Dive into the fascinating realm of NLP with this comprehensive course that combines theoretical knowledge with practical, hands-on experience. By the end of our journey together, you'll not only have a solid understanding of the core concepts but also be able to build your own real-world application predicting public opinion on social media platforms like Twitter!


Who this course is for: 🎓

This course is perfect for:

  • Aspiring NLP Enthusiasts

    • Anyone curious about Natural Language Processing and its applications.
    • Individuals who are new to programming but fascinated by the field of NLP.
    • Students aiming to carve out a career in NLP.
    • Professionals considering a career shift into the AI and NLP domain.
    • Entrepreneurs or product managers looking to leverage NLP for their products.
  • Beginners & Seasoned Pros Alike

    • Beginners with no prior Python programming experience seeking to acquire skills for their first NLP job.
    • Research students at any academic level (PhD, MSc, BSc, etc.) looking to advance their knowledge in NLP.

Course Content Breakdown:

Natural Language Processing Fundamentals 📚

  • Introduction to NLP and its importance.
  • Real-world problems solved by NLP.

Setting up the Environment for NLP 🛠️

  • Installing necessary tools and libraries.
  • Preparing your development environment for NLP tasks.

NLP Techniques & Concepts 💫

  • Tokenization: Breaking down text into meaningful units.
  • Normalization: Standardizing language data for consistent processing.
  • Part of Speech Tagging: Identifying the grammatical components in a sentence.
  • Stopwords: Understanding the importance of filtering out common, low-value words.
  • Named Entity Recognition (NER): Detecting and classifying named entities within text.
  • Classification: Categorizing text into predefined classes.
  • Preprocessing: Cleaning and preparing text data for analysis.
  • Naive Bayes Classifier: A simple yet effective probabilistic classifier.

Real World Applications of NLP [COMPLETE PROJECT] 🌐

  • Python Programming basics tailored for Natural Language Processing.
  • Step-by-step guidance to build a complete, real-world application that predicts public opinion from social media data.

Course Updates & Support: 👍💬

  • We continually update the course content to keep you at the cutting edge of NLP technology.
  • Full support provided throughout your learning journey. Have questions? Our expert instructors are here to help!

Money-Back Guarantee: 💳

  • Enroll with confidence knowing that this course comes with a full 30-day money-back guarantee. If you're not satisfied, we'll refund your investment. There's no risk when you join us!

Ready to embark on this NLP adventure? 🚀

Sign up now and transform your ability to understand and process human language into meaningful insights and applications with Natural Language Processing! Let's build the future of AI together. 🤖✨

Course Gallery

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3110312
udemy ID
10/05/2020
course created date
23/10/2020
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