Articles

Imagine walking into this: « About 4 million lines of PHP code, written by underpaid, sometimes not well-meaning, freelancers and students over the span of 8 years. The CEO wrote a large part, but stopped learning new techniques around 2004. »

That’s how bad tech debt can get when a startup is run without considering that all of those messy shortcuts will eventually have to get cleaned up.

Source de l’article sur DZONE

Few companies have mastered making products consumers actually want to use like Toast.

A $30 billion giant in the tech-food business, Toast faced their worst case scenario during the pandemic when the restaurants at the heart of their business were all forced to shut down.

Source de l’article sur DZONE

Healthcare has been at the epicenter of everything we do for two years. While the pandemic has been a significant driver of the conversation, healthcare technology—artificial intelligence (AI) specifically—has been experiencing explosive growth. One only needs to look at the funding landscape: more than 40 startups have raised at least $20 million in funding specifically to build AI solutions for healthcare applications.

But what’s driving this growth? The venture capital trail alone won’t help us understand the trends contributing to AI adoption in healthcare. But the “2022 AI in Healthcare Survey” will. For the second year, Gradient Flow and John Snow Labs asked 300 global respondents what they’re experiencing in their AI programs—from the individuals using them to the challenges and the criteria used to build solutions and validate models. These are the top five trends that emerged from the research. 

Source de l’article sur DZONE

Every day design fans submit incredible industry stories to our sister-site, Webdesigner News. Our colleagues sift through it, selecting the very best stories from the design, UX, tech, and development worlds and posting them live on the site.
The best way to keep up with the most important stories for web professionals is to subscribe to Webdesigner News or check out the site regularly. However, in case you missed a day this week, here’s a handy compilation of the top curated stories from the last seven days. Enjoy!

Tailwind Fast Started Template

Are these the Worst Logos of 2022 so Far?

5 Open Source Tips to Reduce Waste in Web Design

Introducing Material Symbols

Should I Use a Carousel?

What’s Coming in WordPress 6.0 (Features and Screenshots)

20 Best New Sites, May 2022

Choosing a WordPress Website Builder and Why You Should Use One

What if Our Sliders Actually Slid?

A New Future for the Interface

6 Web Design Trends to Look Out for in 2022

The Best Free Tailwind CSS Components for 2022

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The post Popular Design News of the Week: April 25, 2022 – May 1, 2022 first appeared on Webdesigner Depot.

Source de l’article sur Webdesignerdepot

This article is an excerpt from the book Machine Learning with PyTorch and Scikit-Learn from the best-selling Python Machine Learning series, updated and expanded to cover PyTorch, transformers, and graph neural networks.

Broadly speaking, graphs represent a certain way we describe and capture relationships in data. Graphs are a particular kind of data structure that is nonlinear and abstract. And since graphs are abstract objects, a concrete representation needs to be defined so the graphs can be operated on. Furthermore, graphs can be defined to have certain properties that may require different representations. Figure 1 summarizes the common types of graphs, which we will discuss in more detail in the following subsections:
Common types of graph

Source de l’article sur DZONE

A combination of AWS Lambda and Amazon API Gateway is a widely-used architecture for serverless microservices and API-based solutions. They enable developers to focus on their applications, instead of spending time provisioning and managing servers.

API Gateway is a feature-rich offering that includes support for different API types (HTTP, REST, WebSocket), multiple authentication schemes, API versioning, canary deployments, and much more! However, if your requirements are simpler and all you need is an HTTP(S) endpoint for your Lambda function (for example, to serve as a webhook), you can use Lambda Function URLs! When you create a function URL, Lambda automatically generates a unique HTTP(S) endpoint that is dedicated to your Lambda function.

Source de l’article sur DZONE

Acquiring a new customer is difficult, but retaining an existing one is even more challenging. Yet, statistics show that efforts focused on retention bring way more value. 

For instance, according to SmallBizGenius, 82% of companies agree that customer retention is cheaper than acquisition. Apart from that, 65% of a company’s revenue comes from existing clients, and increasing the investment in retention by only 5% already gives you a boost in profits by 25% to 95%. Impressive, right?

So what should you do to reach such results? 

One component that impacts brand-client relationships is website design. This article will give you three design tricks that will encourage your customers to come back to your site more and more. 

1. Rethink Your Website Structure

It is hard to imagine a website visitor who would spend more than five minutes (usually it’s way less) trying to figure out the navigation system on your website. If you have a loaded, complex site structure, you will not retain a customer. 

Take Craigslist, for instance. Its navigation is not user-friendly, not to mention that it took over 30 seconds to load when the acceptable average load time should be no more than 1.7 seconds:

Here’s what proper website navigation presupposes:

  • Subordination should not go deeper than three levels.
  • A website should include eight horizontal categories max. 
  • The structure should be symmetrical. 
  • The menu should not be overstuffed with too many locations. 

Since we mentioned Craigslist, let’s take a look at its competitor AdPost, which has a better website structure:

Instead of listing all the product categories on the front page, like Craigslist, AdPost added them to the search menu, thus making the design more user-friendly and making the navigation cleaner. 

2. Make Your Site Multilingual

If you have visitors coming to your website from around the world, you should not assume they know English. A survey by Weglot found some interesting results regarding the attitude of buyers to shopping on international websites:

  • 52% of websites are in English, but English reaches only 25% of global users.
  • 56% of visitors say the website information in their language is more important than the price.
  • 73% of customers say they prefer to shop on sites in their own language. 

So, there is no doubt that having your website localized to several languages can increase customer retention, especially considering the last stat. 

To understand the proper practices of making a website multilingual, look at the examples of the best language learning apps. For instance, Preply has a drop-down menu where you can choose from multiple language options, including Polish, Ukrainian, German, and many more:

Translating your website to different languages will help the visitor understand the value of your product better. However, before you invest in localization, make sure you study the data on customer behaviors to understand which languages your audience speaks. 

3. Invest in Custom Illustrations

Some companies don’t bother much with designing their websites, especially when it comes to custom elements, such as visuals. However, research has shown that the focus on branding in website design increases customer commitment and e-loyalty, as a result. 

Moreover, in the world of billions of websites, you need something that would help your business stand out. And custom illustrations are among those features that contribute to your site’s uniqueness. 

Just take a quick look at the Emiozaki Web site. It includes personalized illustrations and animation created in the form of a tablet that substitutes the navigation menu:

This website reflects the brand’s tone and style, and animation adds emotion to UX. Apart from that, it’s also an excellent example of structuring a website. 

Or, if you would like an example of a less loaded design, take a look at this personal portfolio by Victoire Douy. It also includes animations that add interactivity to the design. For instance, you can play with the shadow of the girl’s hand:

So, if you want your website to attract more customers and encourage them to hang out for longer, take the creative approach. Hiring an illustrator is, of course, costly, but it will help your site stand out. 

Wrapping Up

As you can see, you’ll have to put in a lot of work to bring forward website design that increases online customer retention. You just have to employ our three best practices. Let’s quickly recap them:

  • Rethink your website structure; it should make the navigation easier. 
  • Consider making your site multilingual; you’ll retain more international visitors. 
  • Invest in custom illustrations to help consumers differentiate your brand from your competitors. 

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The post 3 Quick Tricks to Boost Customer Retention first appeared on Webdesigner Depot.

Source de l’article sur Webdesignerdepot

Vulnerabilities produce enormous reputational and financial risks. As a result, many companies are fascinated by security and desire to build a secure development life cycle (SSDLC). So, today we’re going to discuss SAST — one of the SSDLC components.

SAST (static application security testing) searches for security defects in application source code. SAST examines the code for potential vulnerabilities — possible SQL injections, XSS, SSRF, data encryption issues, etc. These vulnerabilities are included in OWASP Top 10, CWE Top 25, and other lists.

Source de l’article sur DZONE