ismizu

applying-nearest-neighbors-data-science-intro-000

Ava-Discord-Bot

covid_web_app

Web application for Streamlit. Reads data written by full repository to display plots in an interactive form. Allows for user input of vaccination rate with visualization for effect on hospitalizations and fatalities

depression_anxiety_stress

EDA on Kaggle dataset for predicting depression, anxiety, and stress

Lazy_LazyPredict

Utilizing LazyPredict, Feature Engine, Feature Tools: Narrow down base models automating various aspects of the eda process. Blog post at link.

linear_regression_basic_explanation

Linear Regression explained in non-coding terms

NLP_Keras_Project

Spacy/TfidfVectorizer used to tokenize/vectorize movie descriptions. Utilized for predictions on associated movie genre. Keras used to build final model.

Phase_2_Project

Linear Regression model to predict housing prices. Features such as binning, separating houses by latitude and longitude, and census data utilized to increase prediction accuracy.

Phase_3_Project

Various machine learning models tested to make predictions on partner preference based on surveys filled prior to dating. Findings showed low accuracy utilizing pre-date data and a sharp increase when factoring partner physical attraction ratings during the date.

Time_Series_Modeling_Covid_Vax

Provides a sliding scale of COVID vaccination rates .9 to 1.9 times the actual on a per state basis. Using fbprophet, view predictions on past, present, and future COVID hospitalizations and fatalities.

ismizu/Lazy_LazyPredict

Utilizing LazyPredict, Feature Engine, Feature Tools: Narrow down base models automating various aspects of the eda process. Blog post at link.

ismizu/depression_anxiety_stress

EDA on Kaggle dataset for predicting depression, anxiety, and stress

ismizu/linear_regression_basic_explanation

Linear Regression explained in non-coding terms

ismizu/Ava-Discord-Bot

ismizu/covid_web_app

Web application for Streamlit. Reads data written by full repository to display plots in an interactive form. Allows for user input of vaccination rate with visualization for effect on hospitalizations and fatalities

ismizu/NLP_Keras_Project

Spacy/TfidfVectorizer used to tokenize/vectorize movie descriptions. Utilized for predictions on associated movie genre. Keras used to build final model.

ismizu/Phase_2_Project

Linear Regression model to predict housing prices. Features such as binning, separating houses by latitude and longitude, and census data utilized to increase prediction accuracy.

ismizu/Phase_3_Project

Various machine learning models tested to make predictions on partner preference based on surveys filled prior to dating. Findings showed low accuracy utilizing pre-date data and a sharp increase when factoring partner physical attraction ratings during the date.

ismizu/Time_Series_Modeling_Covid_Vax

Provides a sliding scale of COVID vaccination rates .9 to 1.9 times the actual on a per state basis. Using fbprophet, view predictions on past, present, and future COVID hospitalizations and fatalities.

ismizu/calculus-derivation-gradient-descent-data-science-intro-000

ismizu/conditionals-python-readme-data-science-intro-000

ismizu/dashboard_proof_of_concept

ismizu/ds-bash

ismizu/ds-east-042621-lectures

ismizu/ds-git

ismizu/evaluating-regression-lines-data-science-intro-000

ismizu/filter-readme-python-data-science-intro-000

ismizu/flatiron_cover_letter

Repository contained Streamlit application for Flatiron Cover Letter

ismizu/food_project

ismizu/lesson-git-for-data-science

Lesson for using git and GitHub for data scientist. Associated lecture recording in README

ismizu/Phase_1_Project

ismizu/plotly-basics-data-science-intro-000

ismizu/python-dictionaries-readme-data-science-intro-000

ismizu/python-lists-lab-data-science-intro-000

ismizu/recommendation_engine_basic_explanation

Recommendation Engines explained in non-coding terms

ismizu/sigma-notation-data-science-intro-000

ismizu/stable-diffusion

ismizu/stable-diffusion-webui

Stable Diffusion web UI

ismizu/TabletopSimulator-SOURCE-bot

ismizu/visualizing-in-python-data-science-intro-000