U&P AI - Natural Language Processing (NLP) with Python

🚀 Course Title: U&P AI - Natural Language Processing (NLP) with Python

🎓 Course Headline: Become an NLP Engineer by creating real projects using Python, semantic search, text mining, and search engines! 🧠✨

About This Course ✏️

• UPDATED - NEW LESSONS NOT IN THE PROMO VIDEO
• Target Audience: Beginners and Intermediates in NLP and AI (Not for Experts)

This course is part of a series focused on Artificial Intelligence, specifically diving deep into the realm of Natural Language Processing (NLP). 📚

Course Outline 🛠️

1. Understanding NLP Concepts:

   • Intuition training on key NLP concepts.
   • Comprehensive explanation of why each concept is important and how it can be utilized.

2. Hands-On Practice with Python:

   • Real-world project work or solving simple problems using Python in every practical video.
   • Visual demonstration of input and output to ensure clarity and understanding.

3. Course Resources:

   • Access to full code, additional useful links, and articles upon completion.

4. Core NLP Topics We'll Cover: 🔍

   1. Tokenization Text 📝
   2. Stemming and Lemmatization ➡️🔁
   3. Chunks 🔧
   4. Bag of Words model 📊
   • Build Real Projects:
     1. Meaning Representation in Text 🎩
     2. Category Predictor for Text Documents 🗃️
     3. Gender Identifier based on Names 👤
     4. Sentiment Analyzer for Movie Reviews 👍👎
     5. Topic Modeling using Latent Dirichlet Allocation (LDA) 📈
     6. Feature Engineering 🔄
     7. Working with Corpora and WordNet 📚🔍
     8. Managing Your Vocabulary for NLP & ML Models 🗝️

Tips for Success in the Course 🌟

• Take Detailed Notes: Jot down important points to aid retention.
• Engage on the Discussion Board: Post your queries to deepen your understanding.
• Practice Patience with Exercises: Some tasks may take time, and that's okay!
• Code Along: Implement code yourself to grasp concepts better.

Starting from Scratch? 🏗️

Don't worry if you're new to NLP! This course is designed to guide you step by step, ensuring you have a solid foundation. If you have any questions throughout your learning journey, I'm here to help!

Course Evolution 🔄

• The course will evolve over time with new content and concepts being added regularly. Stay informed and up-to-date to get the most out of this learning experience!

Join me, Abdulhadi Darwish, on this exciting journey into the world of NLP with Python, where you'll transform raw data into meaningful insights and build powerful applications. Let's embark on this adventure together! 🚀💫