LLM & Generative AI Masterclass: Langchain, HuggingFace

🚀 Master Natural Language Processing with Python! 🚀

Recent Reviews:

🌟 "Thorough explanation, going great so far. A very simplistic and straightforward introduction to Natural Language Processing. I will recommend this class to any one looking towards Data Science." - Course Taker

🌟 "This course demystifies NLP and makes it accessible with hands-on projects and real-world applications." - Course Enthusiast

🎉 What You'll Learn: 🎉

Basics of Natural Language Processing:

• Tokenization, Lemmatization, Stop Word Removal, Named Entity Recognition, Part of Speech Tagging with Spacy & NLTK.

Machine Learning for Text Classification:

• Preprocessing data for machine learning algorithms.
• Applying Logistic Regression, SVM, Decision Trees to classify text in real-world datasets like IMDB reviews and Yelp reviews.

Deep Learning in NLP:

• Understanding the basics of Artificial Neural Networks.
• Implementing word2vec on custom datasets and using Google's pretrained models.

Advanced Deep Learning Techniques:

• Text Classification with CNN & RNN.
• Automatic Text Generation using TensorFlow, Keras and LSTM.

Data Analysis & Visualization:

• Refreshing your knowledge on Numpy, Pandas, and Matplotlib.
• Processing text files and PDFs.

📚 Course Structure: 📚

1. Setup & Environment Configuration:

   • Get your online environment ready on Google Colab.

2. NLP Basics:

   • Dive into the fundamental tasks of NLP with hands-on exercises.

3-5. Text Classification Projects:

• Tackle real-world data sets for spam detection and sentiment analysis on platforms like IMDb, Amazon, and Yelp.

6-7. NLP Applications:

• Explore automatic text summarization and Twitter sentiment analysis using the Twitter API (tweepy).

8. Deep Learning Fundamentals:

   • Understand ANNs and how they work.

9. Word Embeddings:

   • Implement word2vec and explore pre-trained Google models.

10-12. Text Classification with CNN & RNN:

• Learn to apply advanced deep learning models for text classification tasks.

13. Automatic Text Generation:

• Experience the power of LSTM networks in generating new text content.

14-16. Data Analysis & Visualization:

• Brush up on Numpy, Pandas, and Matplotlib for data manipulation and visualization.

🎓 What's Included: 🎓

• Lifetime access to the "Natural Language Processing (NLP) with Python" course.
• Udemy Certificate of Completion.
• Support in the Q&A section for any queries you might have.

🚀 Enroll Now and Transform Your Career with NLP Expertise! 🚀

Don't miss out on this comprehensive learning journey. Dive into the fascinating world of Natural Language Processing with Python, and unlock new career opportunities. Let's empower your data analysis capabilities together!

Start today, and I (Ankit) along with my co-instructor Vijay, will be there to guide you every step of the way. See you inside the class! 🌐

Regards, Ankit & Vijay