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course-v3

The 3rd edition of course.fast.ai

cv-fashion-mnist-keras-implementation

An implementation of fashion-MNIST using keras

deriving-value-fifa-market

Deriving Value from "The Beautiful Game": An Analysis Investigating Optimal Pricing for Marketable FIFA Players

facial-emotion-visual-detection

Human facial emotion detection: CV seven-category classifier

fraud-case-study

A Data Science case study analyzing and predicting fraud for an event-ticketing company

incivility-sentiment-analysis

Sentiment Analysis Text Classification of (Un)civil Discourse in a Public Discussion Forum

multimodal-speech-emotion

TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text", IEEE SLT-18

spark-als-recommender

Recommender Implementation with Spark ALS Collaborative Filtering

summarization-bert-vs-baseline

Code and notebook for text summarization with BERT along with a simple baseline model. Includes a research-backed treatment on the state of transfer learning, pretrained models, NLP metrics, and summarization dataset resources.

ted-talk-titles