Facebook allows social scientists to get access to data about its role in political discourse

Facebook has always played a role in political discourse through its platform, but now it is officially giving access to researchers to the data that users share on its platform. It has widely been related to how users react to the information or misinformation associated with the political events...

[ This is a content summary only. Visit our website https://ift.tt/1b4YgHQ for full links, other content, and more! ]

by Madiha via Digital Information World

New Data Indicates Instagram Might Be More Popular and Profitable Than Facebook

There was a time not that long ago when Facebook was the undisputed king of social media, and that having a social media presence was synonymous with Facebook with only Twitter managing to provide some kind of competition to this social media behemoth. However, the fact of the matter is that times...

[ This is a content summary only. Visit our website https://ift.tt/1b4YgHQ for full links, other content, and more! ]

by Zia Muhammad via Digital Information World

How to Get Involved in the Booming Python Job Market

From finance to artificial intelligence, data science to web development, there isn't an area in which Python isn't consolidated and flourishing. So let's discuss actual salaries, skills in demand, marketplaces, and what to do in order to remain competitive.

The Job Market Today

Information technology has created an extremely varied and dynamic market, and saying "computer science" alone is something of an umbrella term now, as pretty much everything has elements of IT in it to different degrees — from the algorithms that recommend which TV series you should watch, to the code in which this page has been programmed, and even the software integrating your home appliances with your mobile.

From this wide array of areas — all of them careers in their own right — we'll pick a handful. All of them are within multi-million/billion-dollar industries that are particularly hot as of 2020, and will most probably remain active in the foreseeable future.

We are talking:

• AI
• cloud development
• cryptocurrencies and finance
• data science
• web development and mobile apps

Nearly any position in an exciting, forward-moving and profitable industry will require Python mastery. (Stack Overflow Trends very eloquently shows how Python gained traction since 2008 until becoming the most talked about programming language.)

But programming alone won't cut it. You’ll also need solid knowledge specific to the industry in which you'll be applying for before you'll be considered for the position.

Let's examine how Python has stacked up against other languages in each field during the last five years on Google Trends, and also discuss what additional knowledge will be expected from you.

Statistics Analysis and Deep Learning

Machine learning: Python compared to R and MATLAB.

It's probably not necessary to explain why Artificial intelligence (AI) it is hot right now. In fact, it seems like a formula for financial success over the past decade was:

1. fund an AI startup
2. successfully develop a proof-of-concept
3. be funded or acquired
4. collect profit.

(Man do I abuse oversimplifications!)

Machine learning is still on, but these days .the name of the game is deep learning*; and if you’d like to dig even deeper, look at convolutional neural networks.

Extra: see 5 Ways to Get Started with Machine Learning for some resources on the topic.

Math

But let's not leave it just at AI. Enter math.

Have you heard about the law of the instrument? Abraham Maslow famously said: "I suppose it is tempting, if the only tool you have is a hammer, to treat everything as if it were a nail."

In our current situation, what that means is that if all we know is AI, whatever problem is presented at us we're going to try to find data sets and train algorithms for it, when surprisingly often what we needed was just a simple probabilistic model to be able to make a quick prediction. In other words — math.

If you’d like to go a step further and complement your AI knowledge, look into:

• descriptive statistics
• probability theory
• inference
• linear algebra (wouldn't hurt either)

Salaries

The share of jobs requiring AI skills has grown 4.5x in the last five years, with one in four of North American companies having ML embedded in at least one enterprise function as of 2018. Additionally, Apple, Facebook, and Google are investing in deep reinforcement learning (DRL), and AI-enabled tools are expected to generate nearly $3 trillion in business value by 2021, with the Natural Language Processing (NPL) market alone predicted to reach $22 billion by 2025.

With all this, it's no surprise that top AI specialists are making $300-500k salaries. (Source: Udacity.)

Microservices and Serverless Computing

Serverless architecture: Python compared to JavaScript and Go.

This is another way of saying integrating services with the cloud — and yet it's another field you can be most certain will keep on growing.

In the "serverless" execution model, companies are able to reduce maintenance, save costs, and effectively exchange information across all platforms.

What and Where

There are a number of cloud infrastructure providers, but to remain competitive you can focus on handling things with these three:

• Amazon Web Services (AWS)
• Google Cloud Platform (GCP)
• Microsoft Azure

Particularly, you want to be able to implement and deploy APIs with AWS Lambda and the Amazon API Gateway — or their equivalents in Google's Cloud Functions and Microsoft's Azure Functions.

Extra: see a Comparison of Shared and Cloud Hosting, and How to Choose to further understand how these cloud providers structure their services.

Salaries

DevOps-related roles have have doubled since 2015, and there are more than 50K+ cloud computing jobs in the US alone

For a cloud specialist in the US the median salary is $146K. (Source: Udacity.)

The post How to Get Involved in the Booming Python Job Market appeared first on SitePoint.

by Lucero del Alba via SitePoint

Website Inspiration: Problem Studio

Wild One Pager for Problem Studio, a new collab between Rou Hun Fan and Sander Fish where they’ll build you a remarkable, non-boring website.

Full Review

by Rob Hope @robhope via One Page Love

Android security: Not as flawless as advertised

We are all accustomed to hearing news about malware creeping in the Google Play Store and manifesting Android apps. These viruses range in their intensity and can do everything from accessing the device owner's Facebook or compromising it completely. Luckily, Google is proactive in this regard and...

[ This is a content summary only. Visit our website https://ift.tt/1b4YgHQ for full links, other content, and more! ]

by Saima Salim via Digital Information World

How to Use Facebook Ads to Generate Sales and Leads Quickly

Do you need to accelerate your sales or leads? Have you considered using Facebook ads to meet your objectives? In this article, you’ll learn how to create Facebook ad campaigns that can greatly increase your chances of success. #1: Create Hot and Super-Hot Facebook Website Custom Audiences With the advertising goal of generating fast results […]

The post How to Use Facebook Ads to Generate Sales and Leads Quickly appeared first on Social Media Marketing | Social Media Examiner.

by Charlie Lawrance via Social Media Marketing | Social Media Examiner

Skyline Films

Skyline Films is a leading Hollywood Film and TV production company, providing film production and consultancy services on a global scale.
by via Awwwards - Sites of the day