NLP with Deep Learning – Winter 2019 Course

Description

Course Curriculum

Module: 1 Stanford Cs224n NLP With Deep Learning Winter 2019 – Introduction And Word Vectors

  • Introduction And Word Vectors
    00:00

Module: 2 Stanford Cs224n NLP With Deep Learning Winter 2019 – Word Vectors And Word Senses

Module: 3 Stanford Cs224n NLP With Deep Learning Winter 2019 – Neural Networks

Module: 4 Stanford Cs224n NLP With Deep Learning Winter 2019 – Backpropagation

Module: 5 Stanford Cs224n NLP With Deep Learning Winter 2019 – Dependency Parsing

Module: 6 Stanford Cs224n NLP With Deep Learning Winter 2019 – Language Models And RNNs

Module: 7 Stanford Cs224n NLP With Deep Learning Winter 2019 – Vanishing Gradients, Fancy RNNs

Module: 8 Stanford Cs224n NLP With Deep Learning Winter 2019 – Translation, Seq2Seq, Attention

Module: 9 Stanford Cs224n NLP With Deep Learning Winter 2019 – Practical Tips For Projects

Module: 10 Stanford Cs224n NLP With Deep Learning Winter 2019 – Question Answering

Module: 11 Stanford Cs224n NLP With Deep Learning Winter 2019 – Subword Models

Module: 12 Stanford Cs224n NLP With Deep Learning Winter 2019 – Contextual Word Embeddings

Module: 13 Stanford Cs224n NLP With Deep Learning Winter 2019 – Transformers And Self-Attention

Module: 14 Stanford Cs224n NLP With Deep Learning Winter 2019 – Natural Language Generation

Module: 15 Stanford Cs224n NLP With Deep Learning Winter 2019 – Coreference Resolution

Module: 16 Stanford Cs224n NLP With Deep Learning Winter 2019 – Multitask Learning

Module: 17 Stanford Cs224n NLP With Deep Learning Winter 2019 – Constituency Parsing, TreeRNNs

Module: 18 Stanford Cs224n NLP With Deep Learning Winter 2019 – Bias In AI

Module: 19 Stanford Cs224n NLP With Deep Learning Winter 2019 – Future Of NLP + Deep Learning

$14.00 $114.00
  • Level
    Intermediate
  • Last Updated
    June 2, 2026