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Every year, at this time, blogs like this one like to try and predict what’s going to happen in the year ahead. It’s a way of drawing a line under the archive and starting afresh. A rejuvenation that, as humans, we find life-affirming.

Ten years ago, I would have had high confidence in these predictions — after all I was eventually right about SVG adoption, even if it took a decade. But the last few years have shown that web design is tightly interwoven with the muggle world, and that world is anything but predictable.

So as we look at what might occur in the next year (or five), think of it less as a set of predictions and more as a wishlist.

Last Year’s Predictions

When I write this post every January, I like to keep myself honest by glancing back at the previous year’s predictions to gauge how accurate (or not) my predictions have been.

Last year I predicted the long-term trend for minimalism would end, WordPress would decline, cryptocurrency would go mainstream, and then hedged my bets by saying we’d make both more and fewer video calls.

Gradients, maximalism, and the nineties revival pulled us away from minimalism. It’s still popular, just not as dominant.

WordPress is still the biggest CMS in the world and will continue to be for some time. But the relentless grind of no-code site builders at the low end, and being outperformed by better CMS at the high end, mean that WordPress has passed its peak.

Over-inflated predictions for BitCoin reaching $100k by December 2021 turned out to be a damp squib. In the end, Bitcoin only tripled in value in 2021. However, with micro-tipping and major tech companies moving into the arena, it’s clear digital currency arrived in the public consciousness in 2021.

And how could I be wrong about more but also fewer video calls? So I’m calling that my first clean sweep ever. With that heady boast, let’s take a look at the next twelve months.

What Not to Expect in 2022

Do not expect the Metaverse to be significant in anything but marketing speak. Yes, the hardware is slowly becoming more available, but the Metaverse in 2022 is like playing an MMORPG on PS5: theoretically, great fun, until you discover that absolutely none of your friends can get their hands on a console.

Ignore the blog posts predicting a noughties-era retro trend. All those writers have done is looked at the nineties-era trend and added a decade. Fashions aren’t mathematical; they’re poetic. Retro happens when people find a period that rhymes with present-day hopes and fears. After the last couple of years, if we revisit a decade, it’s likely to be the late-forties.

Finally, don’t expect seismic change. Material design, parallax scrolling, and jQuery are still with us and are still valid choices under the right circumstances. Trends aren’t neat; they don’t start in January and conclude in December.

5 Web Design Predictions for 2022

Predictions tend to be self-fulfilling. So we’ve limited ourselves to five trends that we believe are either positive or, at worst harmless. Of course, there are no guarantees, but if these come to pass, we’ll be in good shape for 2023.

1. The Blockchain is Coming

Underpinning the cryptocurrency industry are blockchains. In simple terms, they’re a set of data that can be appended to but can’t be edited or deleted. Think of it as version control for data.

As with most technology, the first wave has been a way to make a fast buck. However, the exciting development is blockchain technology itself and the transformative nature of the approach. For example, Médecins Sans Frontières reportedly stores refugees’ medical records on the blockchain.

Imagine the Internet as a set of data, editable for a micro-fee, and freely accessed by anyone anywhere. Instead of millions of sites, a single, secure, autonomous source of truth. Someone somewhere’s working on it.

2. Positivity & Playfulness & A11y

Even before world events descended into an endless tirade of grim news, time was running out for dull, corporate, geometric sans-serif design.

We added gradients, we added personality, we embraced humor. And contrary to the established business logic, we still make money. Over the past few years, there have been extraordinary efforts by designers and developers to examine, test, and champion accessibility, and thanks to them, inclusive design is no longer reliant on the lowest common denominator.

In 2022 you can get experimental without obstructing 10%+ of your users.

3. Everything Green

Green is a fascinating color, the primary that isn’t (except in RGB, when it is).

Green has the same visual weight as blue, is substantially more flexible, and yet to date, has been radically underutilized in digital design.

Green has a prominent cultural association with the environment. At a time when tech companies are desperate to emphasize their ethical credentials, marketing companies will inevitably begin promoting a brand color shift to green as a quick fix for all those dumped chemicals, strip mines, and plastic-filled seas.

We’ve already seen earthy hues acquire popular appeal. At the other end of the vibrancy scale, neons are popular. Green spans both approaches with everything from calm sages to acidic neons.

In 2022, if you’re looking for a color to capture the moment, look to green.

4. Hero Text

A picture is supposed to be worth 1000 words, although I’m not sure anyone has actually tried to measure it. The problem is that sites increasingly rely on stock images, so the 1000 words that we’re getting may or may not accurately reflect 100% of our message.

In 2022, a handful of well-chosen words will be worth more than an image, with hero images taking a back seat to large hero text. This is aided by a number of minor trends, the most notable of which is the willingness of businesses to look beyond the geometric sans-serif to a more expressive form of typography.

Reading through the prediction posts on sites other than this, almost everyone agrees on large hero text replacing images, which virtually guarantees it won’t happen. Still, at the start of 2022, this seems to be the direction we’re taking.

5. Bring the Noise

One of the unexpected consequences of the past couple of years has been a renewed connection with nature. The effortless complexity in nature is endlessly engaging.

We’ve already begun to popularise gradients — there are no flat colors in nature — and the next logical step is the addition of noise.

In visual terms, noise is the grainy texture that sits so beautifully in vector illustrations. Noise has dipped in and out of trends for years, hampered a little by the leap in file size it creates. However, with WebP and Avif file types, noise is now usable on production sites.

Designing in 2022, when in doubt, throw some noise at it.

 

Featured image via Unsplash.

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The post 5 Big Web Design Predictions for 2022 first appeared on Webdesigner Depot.

Source de l’article sur Webdesignerdepot

Websites as we know them are going to change very soon. The days of text, images, and basic interactions in a 2D browser window have served us well, but virtual, augmented, and mixed reality experiences are getting better all the time. Developers and designers need to think beyond the browser window and prepare for an immersive future.

Many have been very skeptical about VR and AR in the past because despite grand promises about what they would achieve, they’ve mostly failed to deliver on the scale that the industry hoped for.

But it’s different this time: industry leaders like Meta, Apple, and Microsoft are pursuing a range of different mixed reality projects; they see the opportunity and are dropping hints about what’s next.

In a survey from Perkins Coie LLP and the XR Association, nearly 9 in 10 respondents said that by the year 2025, immersive technologies—including augmented reality, virtual reality, and mixed reality — will be as ubiquitous as mobile devices.

That’s a bold prediction, but it could be our new reality.

Use Cases

VR and AR aren’t a logical fit for every website, and that’s fine. There’s no need to force an immersive experience on something better suited to a standard viewing experience.

But when they’re done right, 3D experiences can add a lot to your website. Check out the demo experience from Mozilla, the 3D tours from Matterport, and the immersive storytelling from Within.

Here are a few areas where these technologies shine:

  • Retail – VR can be used to provide a virtual showroom where customers browse through products. AR can even bring the products into your home by showing you how a piece of furniture will fit in your room, what a painting will look like on your wall, or in Apple’s case, how a product will look on your desk.
  • News – Coverage of events can be enriched by providing a 360-degree view and placing viewers in the center of the story.
  • Training – AR can generate virtual overlays over physical equipment so employees can have hands-on training that’s more effective.

Define Your Platform

Adding immersive experiences to your website will require various skills based on what you’re trying to create. Whether you’re new to web development or are a seasoned developer with many years of experience, the main difference from classic web development is that you’re switching from a 2D to a 3D experience. Development in VR/AR is much closer to developing 3D video games than creating web applications.

First of all, you need to decide on the hardware that you’re building for. Are your viewers mainly using computers, smartphones, or a headset like the Oculus Quest? Each hardware category offers a different set of capabilities for what’s possible.

Next, when we look at 3D engines and frameworks on the market, some big names like Unity, Unreal Engine, and CRYENGINE stand out. Most of these engines were spun out of game development and are based on programming languages like C, C++, or C#. While very powerful, they’re overkill for anyone trying to create a basic immersive web experience.

The good news for web developers is that the WebXR Device API is an open standard specified by the W3C with a JavaScript API that makes immersive experiences possible in the browser. So if you already have a background in web development, you can use your knowledge of JavaScript to get started.

There are some useful frameworks and platforms that make working with WebXR more convenient:

  • A-Frame – A web framework for building 3D experiences.
  • React 360 – A framework for the creation of interactive 360-degree experiences that run in the web browser. As the name already suggests, it builds on React and reuses the concepts you already know.
  • Amazon Sumerian – A managed service that lets you create and run 3D, AR, and VR applications. Since it’s integrated into the AWS ecosystem, it’s also possible to add AI-enabled elements into your generated world.

Create Your Content

No one wants to read long blocks of text in 3D. Since we’re talking about visual experiences, it’s logical that the emphasis should be on creating content that is pleasing to the eye and interesting to look at. What works on a normal website probably isn’t going to feel natural in a 3D environment, so you need to decide what visuals you should create to suit the format.

What high-resolution images and assets do you need? Can you add videos? How about 360-degree videos? Will viewers just be looking at something, or will they be able to interact with it?

You also can’t forget about sound because it’s a critical part of immersive experiences. What music and sounds should you create to make the content come alive?

Not everyone is going to have the latest and greatest device or 5G coverage. The requirements for bandwidth and transmission quality are much higher with 3D content. A few milliseconds of latency can go unnoticed on a typical website, but in a VR/AR setting, it can make the experience laggy or unusable.

Try to optimize your content to be the highest quality it can be within a reasonable file size. If the experience starts to suffer from too many assets downloading at the same time, it’s better to create a more streamlined experience that maintains a high performance rate.

It’s important to consider your hosting infrastructure, as well. This shouldn’t be a big problem, but it is worth mentioning that you need to add new content types to your configurations, and your CDN needs to support these new types, too.

Make Your Content Flexible

When we’re talking about getting your website ready for immersive experiences, we’re not just talking about having people scroll through your regular website in VR. That isn’t compelling for your audience.

The idea is to take some content that’s already on your website and separate it from the presentation layer so you can use it in a 3D environment or any other platform that you want. Classic content management takes place in silos, which means you cannot easily reuse the content from your website.

This separation can be achieved by using a classic database, but if you want developers and content teams to collaborate, a headless CMS is front-end agnostic and more user friendly.

Start Experimenting Today

Building 3D content experiences may seem intimidating, but as we’ve seen, you likely already have the web development skills necessary to get started and try out some different ideas.

What you build today will prepare you for the 3D future of tomorrow.

 

Featured image via Pexels.

Source

The post How to Prepare for the Immersive Web first appeared on Webdesigner Depot.

Source de l’article sur Webdesignerdepot

Since the seminal paper “Attention Is All You Need” of Vaswani et al, transformer models have become by far the state of the art in NLP technology. With applications ranging from NER, text classification, question answering, or text generation, the applications of this amazing technology are limitless.

More specifically, BERT — which stands for Bidirectional Encoder Representations from Transformers — leverages the transformer architecture in a novel way. For example, BERT analyses both sides of the sentence with a randomly masked word to make a prediction. In addition to predicting the masked token, BERT predicts the sequence of the sentences by adding a classification token [CLS] at the beginning of the first sentence and tries to predict if the second sentence follows the first one by adding a separation token [SEP] between the two sentences.

Source de l’article sur DZONE

In the wake of COVID, video streaming is no longer a fun diversion. Organizations are depending on it to keep their workforce moving… and parents are counting on it to keep their kids from going into all-out rebellion mode during lockdowns. We’re all familiar with the hiccups we experience using streaming platforms, so the application of Deep Learning to video encoding and streaming promises to be an interesting frontier. 

Convolutional Neural Networks (CNNs) are a form of Deep Learning – machine learning designed to mimic the human brain by creating multiple layers of ‘neuron’ connections based on weighted probabilities – that is commonly used in image recognition. Each neuron represents a combination of features from a dataset, which are activated for prediction through sigmoid, threshold and rectifier functions. 

Source de l’article sur DZONE


Agile 

AI

Big Data

Cloud

Database

DevOps

Integration

  • Mulesoft 4: Continuous Delivery/Deployment With Maven by Ashok S — This article is a great example of what we want every tutorial to look like on DZone. The main aim of this article is to provide a standard mechanism to release project artifacts and deploy to Anypoint Platform, from the local machine or configure in continuous delivery pipelines.
  • Integration With Social Media Platforms Series (Part 1) by Sravan Lingam — This article helps you to build a RESTful API through MuleSoft that integrates with LinkedIn and shares a post on behalf of one’s personal account. I like this article because, in the age of social media, it’s so important for businesses to be connected and integrated!

IoT

Java

Microservices

Open Source

Performance

  • What Is Big O Notation? by Huyen Pham — Aside from a silly name, this article is an example of an in-depth analysis on a little-spoken-about concept. In this article, take a look at a short guide to get to know Big O Notation and its usages.
  • Is Python the Future of Programming? by Shormisthsa Chatterjee — Where is programming going? This article attempts to answer this question in a well-rounded way. The author writes, "Python will be the language of the future. Testers will have to upgrade their skills and learn these languages to tame the AI and ML tools".

Security

Web Dev

  • A Better Way to Learn Python by Manas Dash: There’s so many resources available for learning Python — so many that it’s difficult to find a good and flexible place to start. Check out Manas’ curated list of courses, articles, projects, etc. to get your Python journey started today. 
  • Discovering Rust by Joaquin Caro: I’m a sucker for good Rust content, as there’s still so many gaps in what’s available. Joaquin does a great job of giving readers his perspective of the language’s features in a way that traditional docs just 

Source de l’article sur DZONE

These are strange times. Cities are in lockdown, and few are venturing outside. Therefore, the increased use of on-demand logistics services, like online food delivery, doesn’t come as a surprise.

Most of these applications provide a near real-time tracking of the ETA once you place the order. Building a scalable, distributed, and real-time ETA prediction system is a tough task, but what if we could simplify its design? We’ll break our system into pieces such that each component is responsible for one primary job.

Source de l’article sur DZONE

Microsoft recently published a blog post announcing a new competition for data scientists. It calls for participants to use machine learning to predict, given the current state of a device, when (or if) it is likely to get infected with malware.

"The competition provides academics and researchers with varied backgrounds a fresh opportunity to work on a real-world problem using a fresh set of data from Microsoft," the blog post states. "Results from the contest will help us identify opportunities to further improve Microsoft’s layered defenses, focusing on preventative protection. Not all machines are equally likely to get malware; competitors will help build models for identifying devices that have a higher risk of getting malware so that preemptive action can be taken."

Source de l’article sur DZONE