tthustla

efficient_frontier

Markowitz portfolio optimisation (efficient frontier) in Python

setiment_analysis_pyspark

Simple sentiment analysis model with PySpark

twitter_sentiment_analysis_part11

Twitter sentiment analysis part 11: Word2Vec with Convolutional Neural Network

urban_sound_classification

twitter_sentiment_analysis_part2

redefining data-cleaning, preparation for visualisation

twitter_sentiment_analysis_part6

Twitter sentiment analysis part 6: Doc2Vec

yet_another_tiwtter_sentiment_analysis_part1

twitter_sentiment_analysis_part4

Data split, feature extraction with count vectorizer

twice_recognition

twitter_sentiment_analysis_part8

Twitter sentiment analysis part 8: Dimensionality reduction (chi-squared, PCA)

twitter_sentiment_analysis_part10

Twitter sentiment analysis part 9: Neural Networks with Doc2Vec, Word2Vec, GloVe

twitter_sentiment_analysis_part9

Twitter sentiment analysis part 9: Neural Networks with Tfidf vectors using Keras

Bayesball

Bayesball: Bayesian analysis of batting average

pyspark_sa_gcp

PySpark Sentiment Analysis on Google Dataproc

twitter_sentiment_analysis_part3

Zipf's Law, text data visualisation

twitter_sentiment_analysis_part5

Twitter sentiment analysis part 5: Tfidf vectorizer, model comparison, lexical approach

twitter_sentiment_analysis_part7

Twitter sentiment analysis part 7: Phrase modeling + Doc2Vec

luigi_spotify

Get Spotify Discover Weekly emailed

flask_sparkml

Deploying PySpark ML Model on Google Compute Engine as a REST API

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Secret_Santa

small code for organising secret Santa

bert

TensorFlow code and pre-trained models for BERT

bert_mod

bert_serving

export bert model for serving

api_wrapper_testing

bitcoin_pipeline

data-engineering-practice

Data Engineering Practice Problems

dbt-python-hands-on-lab-snowpark

getting-started

Getting started with Docker

workalendar

Worldwide holidays and workdays computational toolkit.