Pinned Repositories
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.
Boston-Housing-Prediction
Boston Housing Prediction, Feature Selection, Best Algorithm selection. Tunning KNN, Random Forest,GBM
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
DataCamp_Python
Python notebooks from DataCamp data science tutorials
olgabradford's Repositories
olgabradford/Boston-Housing-Prediction
Boston Housing Prediction, Feature Selection, Best Algorithm selection. Tunning KNN, Random Forest,GBM
olgabradford/DataCamp_Python
Python notebooks from DataCamp data science tutorials
olgabradford/AB-Testing
Udacity project A/B testing, final report and calculations
olgabradford/bayesian_stats
Bayesian Statistics Python R
olgabradford/BOKEH-Gapminder-dataset
BOKEH is a great alternative to JavaScript D3 in python for interactive APPS.
olgabradford/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
olgabradford/Deep-Learning-in-Python
Deep learning in Python, datacamp courses, udacity courses, own little projects
olgabradford/INSTACART_python_SQL_machine_learning
Instacart kaggle competition. Predicting next order. Python and SQlite, Machine learning
olgabradford/machine_learning_python
Python code for machine learning and data exploration
olgabradford/Machine_learning_R
Machine learning code in R
olgabradford/perth_openstreetmap_mongodb
Perth OpenStreetMap data wrangling with python using MongoDB
olgabradford/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.
olgabradford/pulsar_classification_python_R
Classification task (pulsar dataset) in Python and in R, Train/test split, PCA, Decision Trees
olgabradford/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.
olgabradford/realestate_perth_market_2009_2018
Perth Real Estate Market from 2009 - 2018
olgabradford/Time-series-prediction-Intel-shares-
LSTM, Linear regression, KNN, Arima, Facebook Prophet
olgabradford/White_wine_quality_data_exploration_in_R
White_wine_quality_data_exploration_in_R