A #ML algorithm cheat sheet - helping narrow down to a certain set of #algorithm grouping depending on the problem at hand and what we are trying to solve from a business perspective. Figure 2 shows what additional characteristics we need to consider when choosing the right ML algorithm for your situation at hand. This is something that cannot be generic and is very situational. If you find this useful, I would also recommend reading “How to select algorithms” which is detailed as part of Azure ML designer....

#GeekyJokes

If you are like me and get annoyed with the big PowerShell upgrade ’nag’ ‘reminder’ (see screenshot below); instead of trying to figure out what to download and install the update, there is a simpler way to get the latest update and address the nag. :) You can just run the code below in an elevated prompt to get the latest release of PowerShell - it is easy-peasy. :) 1 iex "& { $(irm https://aka....

If you are like me, and don’t really have your work saved in the “%USERPROFILE%” it gets annoying after a time, to keep changing the directory. If there is one specific folder that you prefer, it is an easy configuration change in the profile setting - add a setting called “startingDirectory” and point it to the path you want. For example, I have a root folder called “src” where most of the code I am working on sits, and that’s where I wanted to default the terminal to....

Floating point calculations are slow for computers (specifically CPUs); possibly representing the same struggle for many humans. :) I remember a time when a FPU (floating point unit) was an upgrade and one had to pay extra to get one. Very useful when you needed that extra precision in computing - and in my head, it always seemed like the Turbo button. :) For most #ML workloads and computations, precision isn’t the most important criteria; with every increasing data and parameters (looking at you GPT-3 with 45 TB of data and 175 billion parameters!...

One of the key advances in the latest version of Windows 10 (2004) is WSL2 (Windows Subsystem for Linux v2) - and whilst a version bump, it offers so much more. This allows us to run with near-native performance linux binaries (ELF64). Before we get into the steps outlined to install WSL2, I also recommend installing Windows Terminal, and winget. Although not required, it does make it simpler to use and a better (dev) experience - especially when setting up a new workstation....

I recently needed to get a list of users that belong to a specific Microsoft Teams team - and there isnt anything out of the box to get this using the Teams app. AFAIK, the only way to do this is using the Microsoft graph API - for which there are a few options. For something quick (e.g. getting a list of users in a team), using the Graph explorer could be easy enough....

With everything going around us - this is what 2020 feels like. :sad: 1 2 3 4 5 6 7 // Livelock == an infinite loop that // means the program is frozen #define FROZEN while(1) // in hell, there are demons with pitchforks #define HELL fork(); FROZEN HELL

I think this from xkcd sums up my afternoon quite nicely. Messed up a repo, and then was trying to ‘clean up’. A huge thank you to Lily, on the team, for working with me to cleaning up my mess, and helping me show some of the ropes. I know there are quite a few tutorials our there a couple of these that I found including one from Lily. [Git syncing](http://git syncing) and a great beginners guide if you need that....

If you have butter fingers like me, and over time end up with a lot of old commands with typos in your Windows run box that get annoying - deleting them is a simple. All you need to do it remove the following registry key. 1 HKEY_CURRENT_USER\Software\Microsoft\Windows\CurrentVersion\Explorer\RunMRU Now every time one plays with regedit, it can be dangerous - you can also save this commend as a .cmd file, and then run it with admin privileges - essentially does the same thing....