Announcements, Machine Learning, resources, Uncategorized, Video

Machine Learning Video Lectures

I taught an introductory Machine Learning course to BS students at FAST Peshawar in Fall 2015. The feedback was quite positive so I decided to offer another course to the MS/PhD students in the next semester. The mode of teaching was also a bit different: we tried doing the pen-tablet-augmented-multimedia-slides model. The semester is still in progress but we have the core of the basics done now.

The lectures are in Urdu so might be easier to follow for those who understand the language. I will be uploading the future videos as they come up inshaallah. You can see the first video below and follow the complete collection on Vimeo here:

Machine Learning – Lecture 01-A (Spring 2016) from recluze on Vimeo.

Geek stuff, Tutorials, Video

LaTeX Screencasts

I’ve started putting together a couple of screencasts for those who want to start working with LaTeX. These are aimed at the extreme newbie who wants to learn the basics and get up to speed with the typesetting tool. I’ll be updating this post as I put more videos online inshallah. For now, see the videos below or on Youtube. For best results, view in HD at full screen.

Part I: Introduction

Part II: Creating your first document
Download the files mentioned in the video from here:

Part III: Bibliographies, Class Files for Conference Styles
Download the files mentioned in the video from here:

Geek stuff, resources, Tutorials, Video

Auto Scale with Amazon Elastic Compute Cloud (EC2)

In this video, we talk about Auto Scale feature of the Elastic Compute Cloud (EC2). Auto Scale allows AWS to automatically start new instances of AMIs as more and more load is put on the instance. You can define triggers (policies) that define what the low and high limits are. Whenever these limits are breached, instances can be started or stopped depending on the policies. In this video, we start from scratch and setup the Auto Scale feature.

All comments are welcome.

Cloud, Geek stuff, Tutorials, Video

Getting Started with Amazon EC2 – Install, Configure, Connect

The second in the series of Amazon Web Service tutorial videos. Here we describe how to create a keypair for shell access to an Amazon Machine Image instance, how to do basic firewall configuration to enable remote login and finally start and connect to the a basic Amazon Linux AMI.

All comments and questions would be most welcome.

Produced by: Mohammad Nauman (voice) and Toqeer Ali