Olga Bradford's repositories
Boston-Housing-Prediction
Boston Housing Prediction, Feature Selection, Best Algorithm selection. Tunning KNN, Random Forest,GBM
DataCamp_Python
Python notebooks from DataCamp data science tutorials
AB-Testing
Udacity project A/B testing, final report and calculations
bayesian_stats
Bayesian Statistics Python R
BOKEH-Gapminder-dataset
BOKEH is a great alternative to JavaScript D3 in python for interactive APPS.
d3_bubble_chart_ATAR_realestate
This bubble chart shows how median house price of a suburb correlates with an ATAR ranking of government schools in the catchment area
Deep-Learning-in-Python
Deep learning in Python, datacamp courses, udacity courses, own little projects
INSTACART_python_SQL_machine_learning
Instacart kaggle competition. Predicting next order. Python and SQlite, Machine learning
machine_learning_python
Python code for machine learning and data exploration
Machine_learning_R
Machine learning code in R
perth_openstreetmap_mongodb
Perth OpenStreetMap data wrangling with python using MongoDB
perthmap_property_prices_bubbles
This map shows Perth Metro area with bubbles overlaid as median property prices(2017) and change in(%) per year for each suburb.
pulsar_classification_python_R
Classification task (pulsar dataset) in Python and in R, Train/test split, PCA, Decision Trees
python_data_exploration_titanic
Kaggle challange to find out survival chances of titanic passengers based on selection of features. Python notebook and machine learning algorithms for classification problems.
realestate_perth_market_2009_2018
Perth Real Estate Market from 2009 - 2018
Time-series-prediction-Intel-shares-
LSTM, Linear regression, KNN, Arima, Facebook Prophet
White_wine_quality_data_exploration_in_R
White_wine_quality_data_exploration_in_R