Data Mining the City
2015-09-09 Introduction 2015-09-09 Getting Started with Github 2015-09-09 Introduction to Python [python] 2015-09-09 The Basics of Computer Programming Part 1 - Variables [python] 2015-09-09 The Basics of Computer Programming Part 2 - Conditionals and Loops [python] 2015-09-09 The Basics of Computer Programming Part 3 - Functions and Objects [python] 2015-09-16 Introduction to Databases 2015-09-16 Setting up OrientDB [orientdb] 2015-09-16 Loading the DMC Databases [orientdb] 2015-09-16 Accessing OrientDB through Python [orientdb, python] 2015-09-23 Setting up the Flask server [python, html] 2015-09-23 Making requests with D3.js [html, js] 2015-09-23 Setting up maps with Leaflet.js [html, js] 2015-09-23 Putting it all together [html, js, python, orientdb] 2015-09-30 Interactions in D3 [html, js] 2015-09-30 Creating UI elements [html] 2015-09-30 Client -> Server communication with Arguments [html, js, python] 2015-09-30 Server -> Client streaming using Server-Sent Events (SSE) [html, js, python] 2015-10-14 Breaking up the code [html, js, python] 2015-10-14 Creating an analysis overlay [html, js, python] 2015-10-14 Server-side analysis (heat map) [html, js, python] 2015-10-21 Machine Learning with Python [python] 2015-10-21 Supervised learning for interpolation [python, orientdb] 2015-10-21 Implementing cross-validation [python] 2015-10-28 Working with graphs [js, python, orientdb] 2015-10-28 Unsupervised Learning for clustering [python, orientdb] 2015-10-28 Dynamics in D3 [html, js] 2015-10-28 Finalizing the Stack [python, html, js]