{"repo":"rjurney/Agile_Data_Code_2","free":true,"listed":false,"github":"https://github.com/rjurney/Agile_Data_Code_2","clone":"git clone https://github.com/rjurney/Agile_Data_Code_2.git","description":"Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition","language":"Jupyter Notebook","stars":460,"topics":["data-syndrome","data","data-science","analytics","apache-spark","apache-kafka","kafka","spark","predictive-analytics","machine-learning"],"license":"MIT","category":"machine-learning","readme_excerpt":"Agile Data Science 2.0 (O'Reilly, 2017) This repository contains the updated sourcec code for Agile Data Science 2.0, O'Reilly 2017. Now available at the O'Reilly Store, on Amazon (in Paperback and Kindle) and on O'Reilly Safari. Also available anywhere technical books are sold! NOTE: THE BOOK'S CODE IS OLD, BUT THE CODE IS MAINTAINED. USE DOCKER COMPOSE AND THE NOTEBOOKS IM THIS REPOSITORY. You should refer to the Jupyter Notebooks in this repository rather than the book's source code, which is badly outdated and will no longer work for you. Have problems? Please file an issue! Deep Discovery Like my work? Connect with me on LinkedIn! Installation and Execution There is now only ONE version of the install: Docker via the docker-compose.yml. It is MUCH EASIER than the old methods. To build the agile Docker image, run this: To run the agile Docker image, defined by the docker-compose.yml and Dockerfile , run: Now visit: http://localhost:8888 Other Images To manage the mongo image with Mongo Express, visit: http://localhost:8081 Downloading Data Once the server comes up, download the data and you are ready to go. First open a shell in Jupyter Lab. The working directory corresponds to this folder. Now download the data: Running Examples All scripts run from the base directory, except the web app which runs in ex. ch08/web/ . Open Welcome.ipynb and get started. Jupyter Notebooks All notebooks assume you have run the jupyter notebook command from the project root directory Agile D","default_branch":null,"files":null,"tree":[],"storefront":"/r/rjurney","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rjurney/Agile_Data_Code_2/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}