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Text Analysis Tutorial: Lightweight Deployment (FastAPI/Flask inference, input validation, simple guardrails)

Status: Open.

#258 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Data Augmentation & Fairness

Status: Open.

#257 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Evaluation & Error Analysis

Status: Open.

#256 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: RAG Basics (indexing, retrieval, prompt construction; small corpus)

Status: Open.

#255 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Machine Translation (intro)

Status: Open.

#254 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Topic Modeling (LDA/gensim vs BERTopic; coherence vs purity)

Status: Open.

#253 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Semantic Search & Similarity: An Intermediate, End-to-End Analysis Tutorial

Status: Open.

#252 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Summarization (extractive vs abstractive; length control)

Status: Open.

#251 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Question Answering (extractive)

Status: Open.

#250 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Sequence Labeling & POS/Chunking: An Intermediate, End-to-End Analysis Tutorial

Status: Open.

#249 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Named Entity Recognition (NER)

Status: Open.

#248 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025

Text Analysis Tutorial: Text Classification (baseline logistic/SVM vs Transformer fine-tune)

Status: Open.

#247 In hackforla/data-science;

· chinaexpert1 opened on Sep 20, 2025