stevenzych
Data Scientist Looking For Work // Python Programmer + NLP Focus // English + Spanish + Mandarin
Chicago, IL
Pinned Repositories
als-recommender-system-pyspark-lab-onl01-dtsc-ft-052620
applying-nearest-neighbors-data-science-intro-000
capstone_project
Automated sentiment analysis and Twitter chatbots for brand outreach. Blog linked below provides a common-language overview of the project. Capstone project for Flatiron School.
d100_alternate_advantage_mechanic
Probabilistic exploration of rolling two ten-sided dice and combing their value as `str(roll_1) + str(roll_2)` or vice versa for usage in tabletop roleplaying games.
d322111_or_slant_d6
Looking at rolling 6-sided dice with faces labeled [1, 1, 1, 2, 2, 3] for usage in tabletop roleplaying games, such as Dungeons & Dragons.
housing-project
Linear regression identifying homes in Seattle, WA suitable for first-time buyers. Blog linked below explores the underlying racial and socioeconomic disparity evident in Seattle's housing.
left_center_right_statistics
Statistical and probabilistic analysis of the dice game Left Center Right.
movie-analysis
Data analysis and visualization of movies based on successfulness related to features such as runtime, country of origin, title length. Explores niche intersections such as "Average Review Score Based On Title Length" to capitalize on unnoticed areas of potential improvement.
spell_generator
Quick Dungeons & Dragons project to entertain myself. Takes in a few parameters and randomly generates a new spell for players to use.
tanzanian_wells
Testing multiple machine-learning algorithms to best predict potential water-well failure in Tanzania.
stevenzych's Repositories
stevenzych/capstone_project
Automated sentiment analysis and Twitter chatbots for brand outreach. Blog linked below provides a common-language overview of the project. Capstone project for Flatiron School.
stevenzych/left_center_right_statistics
Statistical and probabilistic analysis of the dice game Left Center Right.
stevenzych/spell_generator
Quick Dungeons & Dragons project to entertain myself. Takes in a few parameters and randomly generates a new spell for players to use.
stevenzych/tanzanian_wells
Testing multiple machine-learning algorithms to best predict potential water-well failure in Tanzania.
stevenzych/d100_alternate_advantage_mechanic
Probabilistic exploration of rolling two ten-sided dice and combing their value as `str(roll_1) + str(roll_2)` or vice versa for usage in tabletop roleplaying games.
stevenzych/d322111_or_slant_d6
Looking at rolling 6-sided dice with faces labeled [1, 1, 1, 2, 2, 3] for usage in tabletop roleplaying games, such as Dungeons & Dragons.
stevenzych/dsc-arma-models-onl01-dtsc-ft-052620
stevenzych/dsc-arma-models-statsmodels-lab-onl01-dtsc-ft-052620
stevenzych/dsc-classification-with-word-embeddings-codealong-onl01-dtsc-ft-052620
stevenzych/dsc-context-free-grammars-codealong-onl01-dtsc-ft-052620
stevenzych/dsc-corpus-statistics-lab-onl01-dtsc-ft-052620
stevenzych/dsc-corr-autocorr-in-time-series-lab-onl01-dtsc-ft-052620
stevenzych/dsc-deeper-neural-networks-lab-onl01-dtsc-ft-052620
stevenzych/dsc-generating-word-embeddings-lab-onl01-dtsc-ft-052620
stevenzych/dsc-image-classification-with-mlps-lab-onl01-dtsc-ft-052620
stevenzych/dsc-introduction-to-keras-lab-onl01-dtsc-ft-052620
stevenzych/dsc-introduction-to-neural-networks-lab-onl01-dtsc-ft-052620
stevenzych/dsc-market-segmentation-clustering-lab-onl01-dtsc-ft-052620
stevenzych/dsc-productionizing-models-with-sagemaker-onl01-dtsc-ft-052620
stevenzych/dsc-regular-expressions-codealong-onl01-dtsc-ft-052620
stevenzych/dsc-text-classification-lab-onl01-dtsc-ft-052620
stevenzych/dsc-tuning-neural-networks-from-start-to-finish-lab-v2-1-onl01-dtsc-ft-052620
stevenzych/dsc-tuning-neural-networks-with-normalization-lab-v2-1-onl01-dtsc-ft-052620
stevenzych/dsc-tuning-neural-networks-with-regularization-lab-v2-1-onl01-dtsc-ft-052620
stevenzych/dsc-word-vectorization-lab-onl01-dtsc-ft-052620
stevenzych/my_brothers_tweets
Undecided NLP project using my brother's tweets as data.
stevenzych/oop_rpg_practice
Practicing OOP concepts by imitating the inventory system of RPG video games.
stevenzych/spam_detection
Early-stage NLP project. NLP for spam detection and a simple educational game to follow.
stevenzych/stevenzych.github.io
stevenzych/tweet-sentiment
Using NLP in Python to predict tweet sentiment as positive, negative, or neutral.