Month: October 2016

Excel Magic Trick 1336: Power Query: Import Big Data Text Files: Connection Only or Data Model?

Download File: http://people.highline.edu/mgirvin/excelisfun.htm See how to use Import 10 Text Files and Append (combine) then into a single Proper Data Set before making a PivotTable Report. Compare and Contrast whether we should use Connection Only or Data Model to store the data. 1. (00:18) Introduction & Look at Text Files that Contain 7 Million Transactional …

Deep Learning Cars

A small 2D simulation in which cars learn to maneuver through a course by themselves, using a neural network and evolutionary algorithms. Also check out my other project “AI Learns to Park”: Two AI fight for the same Parking Spot: Interested in how Neural Networks work? Have a look at my one-minute-explanation: https://www.youtube.com/watch?v=rEDzUT3ymw4 This simulation …

CS50 2016 – Week 7 – Machine Learning

00:00:00 – Introduction 00:01:47 – Introducing Machine Learning 00:11:21 – Image Classification 00:17:13 – Flatland 00:19:35 – Lineland, Flatland, Spaceland, and Beyond 00:26:19 – Introducing Python 00:30:55 – Supervised Learning 00:43:52 – Python for Image Classification 00:56:01 – Deep Learning 01:00:07 – Deep Learning in Cars 01:03:43 – Text Clustering 01:17:07 – Wrap-Up 01:21:20 – …