Resources for Models

BERT

• Overview articles: Wikipedia, Google AI, Medium
• Overview videos: CodeEmporium
• Implementation used: sentence-transformers (see model documentation)

Doc2vec

• Overview articles: Wikipedia (Word2vec), Medium
• Overview videos: PyData Berlin
• Implementation used: gensim (see model documentation (v3.8.3))

LDA

• Overview articles: Wikipedia, Medium
• Overview videos: Andrius Knispelis
• Implementation used: gensim (see model documentation (v3.8.3 - LDA Mutlicore))

TFIDIF

• Overview articles: Wikipedia, Medium
• Overview videos: RevMachineLearning
• Implementation used: scikit-learn (see model documentation)

t-SNE

• Overview articles: Wikipedia, Distill
• Overview videos: StatQuest
• Implementation used: scikit-learn (see model documentation)