Natural Language Processing (NLP) on Social Media Data: Approaches, Datasets, Models

Getting Data: 0:15
Common Data Formats (JSON, CSV): 4:56
Extracting JSON in Python: 6:05
Comparing Posts vs Users: 7:40
NLP Models: 11:29
Word Frequency: 12:47
Word Dictionaries: 14:27
Neural Networks: 17:12
Semi-Supervised Learning: 19:21
Word Embeddings: 20:13
Latent Dirchlet Allocation (LDA, topic modeling): 22:46

Resources:

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