Natural Language Processing: Machine Learning NLP In Python

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Natural Language Processing Machine Learning NLP In Python Udemy coupons

Natural Language Processing: Machine Learning NLP In Python

A Complete Beginner NLP Syllabus. Practicals: Linguistics, Sentiment, Scrape Tweets, RNNs, Chatbot, Hugging Face & more!

Created by Nidia Sahjara, Rajeev D. Ratan | 17.5 hours on-demand video course

This course takes you from a beginner level to being able to understand NLP concepts, linguistic theory, and then practice these basic theories using Python – with very simple examples as you code along with me. Get experience doing a full real-world workflow from Collecting your own Data to NLP Sentiment Analysis using Big Datasets of over 50,000 Tweets.

What you’ll learn

  • Libraries: Hugging Face, NLTK, SpaCy, Keras, Sci-kit Learn, Tensorflow, Pytorch, Twint
  • Linguistics Foundation To Help Learn NLP Concepts
  • Deep Learning: Neural Networks, RNN, LSTM Theory & Practical Projects
  • Scrape Unlimited Tweets Using An Open Source Intelligence Tool
  • Machine Reading Comprehension: Create A Question Answering System with SQuAD
  • No Tedious Anaconda or Jupyter Installs: Use Modern Google Colab Cloud-Based Notebooks for using Python
  • How To Build Generative AI Chatbots
  • Create A Netflix Recommendation System With Word2Vec
  • Perform Sentiment Analysis on Steam Game Reviews
  • Convert Speech To Text
  • Machine Learning Modelling Techniques
  • Markov Property – Theory & Practical
  • Optional Python For Beginners Section
  • Cosine-Similarity & Vectors
  • Word Embeddings: My Favourite Topic Taught In Depth
  • Speech Recognition
  • LSTM Fake News Detector
  • Context-Free Grammar Syntax
  • Scrape Wikipedia & Create An Article Summarizer

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Josh Smith
Josh Smith

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