Mihaela Grigore
  • 👋About
  • 👩‍🏭Personal projects
    • Computer Vision | Deep Learning with Tensorflow & Keras (ResNet50, GPU training)
    • Computer Vision | Convolutional Neural Networks with PyTorch
    • Computer Vision | Facial Recognition with Keras, FaceNet, Inception, Siamese Networks
    • NLP | Topic modeling on tweets
    • NLP | Sentiment analysis of tweets: TextBlob, VADER and Flair
    • Time series | Exploration on Crypto price dataset
    • Data scraping | Social Media Scraping: Twitter Developer API for Academics
    • Data Scraping | Collecting historical tweets without Twitter API
  • ✍️Notes
    • Machine Learning in Production
      • Feature transforms
      • Feature selection
      • Data journey
    • NLP
      • Information Retrieval
    • Computer Vision
    • Time series
      • Stationarity
    • Data
      • Labeling
    • Python
      • ndarray slicing with index out of bounds
  • 📚Readings & other media
    • Computer Vision
      • Selection of research articles
    • NLP
      • Handwriting Text
      • Information Retrieval
      • Mono- / multilingual
      • Topic Modeling
      • Language Models
    • Time Series
    • Generative Adversarial Netoworks (GAN)
    • Python
      • Python basics
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  1. Readings & other media

NLP

General Natural Language Processing resources, uncategorized.

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Last updated 3 years ago

Courses

  • , by Chris Manning and his team from Starford. [ video lectures ] [ slides ] This is THE course for NLP, which builds the base on which all higher level knowledge can rest. Despite the 'Deep Learning' in the name, this is not only about DL. It discusses the basics of NLP too. The lectures from 2021 are available on . I particularly liked the teaching assistent team from the though.

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CS224n: Natural Language Processing with Deep Learning
You Tube
2019 version of the CS224n lectures