The Next Wave of AI : Google Duplex

Recently demo'ed at Google annual event is the new product named Google Duplex. Duplex takes the digital assistance a level ahead, by not using APIs or application flows to do day to day jobs but by actually making phone calls.

Whats more interesting is how close attention was given to human interaction, the ahan and hmms are just some of the stop gap's and linguistic fillers it uses to fool the humans on other side in believing they are speaking to real humans.


Here is the link to full demo

Full geeky points on Tech front, but what about ethics ? Is it fair for AI to fool humans in an interaction ?

Some of the things to worry about how easily this technology can be used to spam people with voice calls and unlike spam of emails this one would not be easier to catch. Funnily Google invested more in making in harder to catch duplex rather than voice interaction itself.

Start preparing you list of trick questions :)

Excel Hacks : How to copy data in row of excel into a column (Transpose)

Working on a data science project makes you play with diverse data sources in the most crazy way you can imagine.

While aligning the data programmatically via data frames in the most sane way to do, but sometime you just want to check the data in a quick dirty way via the all familiar Excel.

Aligning the data in one format (vertically or horizontally) can be a challenge though, since there is no universal rule for defining what should be on X axis and what should be on Y. There is one trick though you can use to quickly transpose the numbers either way (vertical to horizontal or vice versa)

1. Copy the data, say which is present in the horizontal format.



2. Go the sheet now where you want to paste this in the vertical format, right click on cell where you want data to start from, right click, and from Paste options choose Transpose option.



3. You will have the data in the format you want.

Having multiple rows in Bookmarks Toolbar in Firefox

I have recently been bookmarking a lot, I guess that happens when teams are busy doing surveys and are not quite sure of right direction but have tonnes of material to refer to, or probably you are picking a domain, worst still may be both :)

Anyways thing is you may end up with too many bookmarks and folders to be contained in a single line. Is there a way you can still see all your bookmarks and folders?

Just discovered this wonderful plugin, which basically does css adjustments allowing bookmark line to span to multiple lines.

So this




Turns into



So if you are on firefox, do give a try for sure. Here is the link
https://addons.mozilla.org/en-US/firefox/addon/multirow-bookmarks-toolbarplus/