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  1. The state of Machine Learning and AI industry: insights from Gooroo data

    As Machine Learning (ML), a specialization of Data Science / Artificial Intelligence (AI), moves from a hype to becoming mainstream, there are still a lot of unknowns around the role ML plays in businesses. What exactly do companies hire ML for? What are the skills they need? As this article puts it For instance, did you know the top hiring role in Data Science is no longer "Data Scientist". In fact, it’s relating to Machine Learning skills. As it is happening, at, we are...
  2. Tech skill and Salary analysis - United States and Australia

    Tech job seekers, both active and passive, are willing to make a move for the right offer. But when is the right time to move? Since the technology sector is ever expanding and evolving, it is hard to know when the market is best placed for a strategic relocation into another role. According to the Bureau of Labor Statistics, the employment of tech and computer occupations is expected to grow 12% by 2024, greater than the average for all other occupations. Now more than ever it is important that...
  3. Configure RoundCube on Debian 8 (Jessie) - Perfect Server Debian 8 (Apache, BIND, Dovecot, ISPConfig 3)

    Debian 8 (Jessie) doesn't contain RoundCube in it's repositories. Why, I don't know :) . In ISPConfig3, Perfect Server, Debian 8, you get SquirrelMail, but I don't like how it looks. With some trouble setting it up, I managed to configure RoundCube on Debian 8 and make it wokring with ISPConfig3. Used many sources to make it work and decided to create this manual that you’re reading.I presume that you have configured your server with Perfect Server Debian 8 (Apache, BIND, Dovecot, ISPConfig 3) configuraton...
  4. Initiating the Git

    How to initiate git through sshlogin using shh~~~git $ ssh [email protected] ~~~creating a folder ~~~git $ mkdir folder_name ~~~changing to that newly created folder~~~git $ cd folder_name ~~~initiating as a master branch~~~git $ git init --bare ~~~changing the windows pack~~~git $ git config pack.window 0 ~~~##step 5 : clone to local machine usingcloning the newly created folder to local~~~git $ git clone [email protected]:/home/folder_name ~~~adding the all files which are created
  5. MS SQL: Google Maps API

    This article will show how to calculate the distance beween two addresses using Google Maps API. Blog.I was looking to an easy way to calculate the distance between two addresses using SQL and Google Maps Distance Matrix API and I found this post from stackoverflow very useful.Here is how I use the Google Maps Distance Matrix API:CREATE PROCEDURE [dbo].[CalculateDistance] ( @ToAddress NVARCHAR(100) = '', @FromAddress NVARCHAR(100) = '', @DistanceistanceInKm FLOAT OUTPUT ) ASBEGINDECLARE @Object...
  6. Http Patterns: Progress

    A progress resource is usually a temporary resource that is created automatically by the server to provide status on some long running process that has been initiated by a client. It is used to provide feedback to an end user and point to the results of an operation once it has completed.HTTP is a client/server request and response protocol. It does not provide for server initiated communications. If a client makes a request to a server that is likely to take a long time, e.g. 5 seconds or longer,...
  7. HTTP Patterns : Factory

    A factory resource is one that is used to create other resources.Sometimes it is difficult to create a complete resource representation on the client without some involvement from the server. It may be that the server is responsible for creating a unique identifier for the new resource, so a PUT request is not possible. Or other attributes of the resource may be dependent on existing server state. For example, creating a order resource where the order quantity may be adjusted based on in-stock quantity.
  8. USA and Australian tech professionals see reversal of fortunes in the first quarter of 2016

    Australian tech salaries have fallen slightly in the first quarter of 2016 from a year end high, while the declining average salary of tech professionals in the USA have risen after huge declines in 2015, according to tech marketplace Gooroo.After ending 2016 on a high with salaries averaging, $105,098AUD, Australian tech professionals have seen a decline of 2.3% over the past three months to average $102,661AUD. Conversely after ending 2015 at their lowest point, US tech salaries have risen from...
  9. HTTP Patterns : Bouncer

    A resource designed to accept a request body containing complex query parameters and redirect to a new location to enable the results of complex and expensive queries to be cached.There are practical limitations to the length of a URL on the Web. In order to send complex queries it is sometimes necessary to use a POST method and use the request body to describe the query parameters. However, a POST method cannot return a cached response. If the complex queries take a non-trivial amount of time...
  10. HTTP Patterns : Discovery

    This type of resource is used to provide a client with the information it needs to be able to access other resources. This removes the need for a client to hardcode resource URLs which include information such as the protocol scheme, host, path and query string.The primary problem addressed by a discovery resource is allowing API developers to change various elements of their API without having to notify client developers of the change and potentially force those customers to redeploy their application.
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