Welcome to the course homepage
Please find installation guide described below
- Laptop or PC :)
- 2+ Cores,
- 4+ Gb of RAM (ideally 8+ Gb)
- Free disc space 3+ Gb
- Recent build of Anaconda for Python
- Download and install latest Anaconda build for Python 3.6+
- Windows guide, works on Windows 8+
- Linux (Ubuntu) guide: This or this, works on Ubuntu 12.04 / 14.04 / 16.04
- Mac guide
- Be sure to have Anaconda on PATH and make it your default Python interpreter
- Install/upgrade required packages via
pip install ...
in your Command Line / Terminal (admin privileges should be granted)pip install -U pandas
(22.0+)pip install -U numpy
(1.14.0+, if not installed as pandas dependency)pip install -U scipy
(1.0+)pip install -U matplotlib
(2.1.12+)pip install -U lightgbm
(2.1.0+) or use official guidepip install -U xgboost
(0.7+) or use official guidepip install -U scikit-learn
(0.19.1+)- download and install proper version of GraphViz from here
pip install -U pydot
conda install nb_conda
(to join it with jupyter notebooks)- (optional) install
wordcloud
withpip install wordcloud
or use this solution for Windows OS
- Check whether your environment is set up properly or not
cd to-directory-containing-file-check_environment.py
python check_environment.py
jupyter notebook
Profit! You are ready to create/view Jupyter .ipynb
notebooks :)
P.s. for your convenience:
- install Git for Windows or use pre-installed on other OS
git clone https://github.com/udsclub/udscourse
into suitable folder and stay up-to-date with regular content updates