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Undertaking a digital transformation journey is easier said than done. Efforts to transform an organization often face significant challenges, including integration of legacy platforms with modern technology stacks, the skill sets required for implementation, and an organizational structure that can communicate and embrace change. According to a 2020 study by the Boston Group, 72% of digital transformations fail, falling short of their objectives, and are often met with radical consequences after. 

With so much at stake when it comes to transforming an organization, Adecco Group’s Sabine Laute suggests that a dedicated transformation office could be a viable solution.

Source de l’article sur DZONE

What Is Text Classification?

Text Classification is the process of categorizing text into one or more different classes to organize, structure, and filter into any parameter. For example, text classification is used in legal documents, medical studies, and files, or as simple as product reviews. Data is more important than ever; companies are spending fortunes trying to extract as many insights as possible.

With text/document data being much more abundant than other data types, new methods of utilizing them are imperative. Since data is inherently unstructured and extremely plentiful, organizing data to understand it in digestible ways can drastically improve its value. Using Text Classification with Machine Learning can automatically structure relevant text in a faster and more cost-effective way.

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The term “web design” refers to the process of planning, organizing, and editing content online. On the surface, it seems like a simple enough concept. However, the reality is what we consider “web design” can change over time, influenced by our perception of the “web.” 

In 2022, a professional web designer might create custom websites from scratch, but they may also be responsible for: 

  • UX Design: Creating elements focused on user experience
  • App design: Building digital components of a website or online experience.
  • Theme design: Creating visual tools for supplementing web design. 

Web design isn’t just about making a site look attractive anymore. The definition goes beyond the aesthetic to include a complete consideration of the functionality, performance, and abilities of countless assets we engage within the digital world.

What is Web Design? The Definition Today

Web design is the practice responsible for creating a website’s overall look and feel or web asset (such as web and mobile apps). It involves the process of planning and building elements of your project, from structure and layout choices to graphics and presentation. 

Web design has various components that work together to create the final “experience” of a website, including graphic design, interface design, user experience design, search engine optimization, content creation, etc. These elements determine how a web asset looks, feels and performs on various devices. 

Though the definition of web design in 2022 has evolved, it’s still different from web development, which refers to the actual coding which makes a website work. When you’re building a website, you’ll need web design and web development. 

Elements of Web Design in 2022 

When designing a website, modern designers need to consider two overlapping concepts: the overall appearance of the website and its functionality. The proper connection between these elements will maximize the site’s overall performance and usability, and make a design more memorable (for all of the right reasons). 

Let’s break down the elements of web design into its visual and functional components.

Visual Elements of Web Design

Visual elements of web design influence how a design looks. The various visual components of a design should still follow the basic principles of graphic design. In other words, designers should be thinking about contrast, balance, unity, and alignment simultaneously. The visual elements of web design include: 

  • Written copy and fonts: A website’s appearance and the text on the site often go hand in hand. Designers need to work together with content writers to ensure written copy makes sense structurally and uses the correct fonts for legibility. 
  • Colors: Colors for web design are usually chosen based on factors like color psychology, which demonstrates a color’s ability to affect how someone feels, and branding. Most brands have specific colors they use consistently throughout their visual assets; this helps create a sense of cohesion and unity in designs.
  • Layout and spacing: Layout and spacing influence how content is arranged in an app, website, or another visual asset. The right layout helps to create a visual hierarchy, guiding a viewer through a page and drawing their attention to the correct information in order. Spacing helps to separate components on a page and create legibility. 
  • Images, icons, and shapes: Images, icons, and shapes help convey significant amounts of information. The right ideas and icons can strengthen a brand message, direct a customer’s attention using a web app, and bring context to a design. 
  • Videos and animations: Videos and animations are becoming increasingly common in today’s web design strategies. Videos can include 360-degree videos, which help immerse someone in a space, video streams, and short content clips.

Functional Elements of Web Design

Functional elements in web design are the practical components designers need to consider to ensure websites and assets work as they’re supposed to. A website, app, or any other web asset needs to function correctly to be accessible to users.

Functional elements of web design may include:

  • Navigation: The navigation elements of a website or app are among the main components determining whether a site is functioning properly and ensuring a good user experience. Audiences need to be able to move around the app or website quickly. 
  • User interactions: Your site visitors may have multiple ways of communicating with your web app or website, depending on their device. You’ll need to make sure people can scroll and swipe on smartphones and tablets and click on desktops. If your website has VR or AR elements, you’ll also need to consider these immersive components in your design.
  • Speed and performance: While web development elements can also influence a web design’s speed or performance, it’s also essential for a designer to show elements of the composition don’t weigh down the functionality. Designs need to load quickly and correspond with the demands of browsers on various devices.
  • Structure: A website’s structure plays a critical role in user experience and SEO requirements. Users need to easily navigate through a website without encountering any issues like getting lost or ending up on broken pages.
  • Compatibility: A good design should look perfect on all devices, from a wide range of browsers to the various devices users might leverage today. 

What Does Good Web Design Look Like in 2022?

More than ever, achieving high-quality web design is crucial to success in any industry or landscape. More than half of the world’s population is active online. If you’re not appealing to this audience correctly, you’re missing out on endless opportunities.

Notably, while elements of good web design can be subjective, such as which themes or colors someone might prefer for their website, the underlying foundations of strong web design are the same for everyone in 2022.  

Good web design is any design that looks good, performs as it should, and delivers the best possible experience to your target audience. Effective web design should include components like:

  • Effective use of white space for organization and structure.
  • Clearly presented choices and navigation options for the user.
  • Clear calls to action to drive user activities from one page to another.
  • Limited distractions and a straightforward user journey. 
  • No clutter or unnecessary components irrelevant to the needs of the user. 
  • Responsive, flexible design accessible on any browser or device.
  • High-quality content and images are designed to hook a reader’s attention.
  • Appropriately sized fonts and legible typography.
  • A good balance between images and text on a page. 

Other elements like eye-catching imagery and professional photography can help your web design stand out. Using the right building blocks, like a strong color palette and the right shapes or icons in your design is helpful. 

Of course, there is some scope for variation in good web design. A web designer in 2022 needs to be able to adapt their use of the various essential elements of design to suit a specific target audience or the unique identity of a brand.

What Doesn’t Work for Web Design in 2022?

Just as web design elements seem to appear consistently in all excellent examples, there are also parts of web design we’ve left behind over the years. Simpler, more straightforward designs have replaced cluttered spaces, flashing images, and endless animations. 

The focus in 2022 is on creating an experience that’s simple, engaging, and intuitive, capable of speaking to the right audience without confusion or being visually overwhelming. In most cases, some of the top components to avoid include:

  • Clunky performance: Non-responsive website design, slow pages, and other examples of clunky functionality are a no-go in 2022. Websites need to be quick and responsive.
  • Distracting content: Flashing images, animations, and complex backgrounds are a thing of the past for a good reason. Websites today need to be clean, simple, and clear. Any elements which don’t add to the value of the design should be removed.
  • Generic content: Filler text, irrelevant stock photos, unclear buttons, and links can be removed from today’s website designs. A web design should be specific to the audience’s needs and the brand’s identity. Generic components don’t work.

Creating Web Designs in 2022

Today, the underlying definition of web design has a lot of similarities to the definition we’ve known for several years already. Creating a great website or web asset still requires focusing on user experience, aesthetic appeal, and functionality. However, today’s web designers generally have more components and different devices. 

Web design in 2022 is about creating high-quality experiences for customers that can support various environments and devices. The best web designs are aesthetically appealing, functionally reliable, and capable of adhering to the latest trends in web creation, like augmented reality, 360-degree video, and ultra-high resolution. 

 

Featured image via Pexels.

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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

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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Are you looking for a unique font that will make your next project shine? Or maybe you need a typeface with a beautiful design and rich history behind it. Luckily, mini-sites for fonts allow us to creatively explore a font’s origins and history. We know (from our own experience) how important it is for UI and UX designers to have a variety of fonts for our designs.

Now that 2022 is here, it’s time to expand our font collection. That’s why, after extensive research, we have created the ultimate list of the best 16 creative mini websites for fonts.

Are you ready to take a look at the most creative, cute, and fun font websites available on the market?

1. GT Eesti

This website is about the history of one of the most popular fonts on the market, GT Eesti. As you will notice, the typeface has a long history (more than 80 years) and was recently reborn in Switzerland.

As for the font, GT Eesti is a flexible geometric sans serif that can be used in almost any project. As one of the most creative websites for fonts, full of animations and interesting information, GT Eesti quickly made it onto our list.

2. Ultra Font

Are you looking for a font that combines calligraphy and elegance and sits between the sans and serif styles? 

Then GT Ultra is just what you need. We loved how the creator tells the story and structure of Ultra with beautiful animations on this unique, one-page website.

3. Maru Typeface

Maru is by far the cutest design on this list. The website is a vertical narrative of the typeface’s history. 

The typeface was inspired by the designer’s travels to Japan, and the mini-site fully reflects that. Best of all, Maru also includes a great collection of cute emojis and stickers.

4. GT Flexa

GT Flexa is a very flexible font that you can easily use for a responsive UI design. We enjoyed navigating through the minimalist mini-site and exploring the creation and history of Flexa. 

Flexa also offers a free trial that allows you to try the font before you buy.

5. Super

Super’s mini-site reminded us of earlier decades. GT Super is a vintage typeface inspired by the serif fonts of the 70s and 80s. 

Therefore, it can beautifully frame nostalgic designs. The font was designed by Noel Leu and is available in two styles (text and display).

6. GT Zirkon

GT Zircon is located in a place where creativity meets minimalism. This is one of our favorite mini-sites for fonts. 

The site showcases Zirkon’s history and design process through creative graphics, videos, and animations.

7. America Font 

This mini-site allows you to explore the history, style, and character overview of GT America, a contemporary font family. 

The designer has used elements from American Gothic and European Grotesque to create one of the most flexible typefaces available.

8. Alpina

Reto Moser recently designed one of the most popular GT typefaces, the Alpina “Workhorse” serif. 

This innovative, one-page website tells us the story of Alpina and explains how the designer jazzed up, posed, and flexed the classic book typography to create a wide range of typeface variations.

9. Cinetype

As the name suggests, this mini-site is inspired by classic cinematic movie reels. If you’re looking for a font inspired by the fascinating world of cinemas, Cinetype is simply the best choice. And on this creative website, you will learn all the reasons why.

10. Haptik Typeface

When it comes to monolinear geometric typefaces, Haptik is one of the best. This innovative mini-website tells how the Haptik font came to be and highlights the history of the font. 

The hand gesture gifs at the bottom of this one-page site are some of the most creative mini-videos we have seen in a long time.

11. Walsheim

Walsheim is a typeface designed by Noel Leu. This mini-site explains how the designer was inspired by the fascinating poster designs of Otto Baumberger, a successful Swiss painter of the 20th century (1889-1961). If you like fonts with a deep backstory, Walsheim is a must-have for you.

12. Prospectus

The Prospectus mini-site is specially designed to look like a newspaper. And let us say: the result is extraordinary. 

This one-page website explores the origins, construction phase, and classifieds of the Prospectus typeface, allowing us to experiment in real-time with the weight, height, tracking, and size of the typeface.

13. Mort Modern

Mort Modern is a unique serif typeface designed by Riley Cran in 2018. The mini-site provides information about the typeface in a creative, cartoon-like way. 

We really liked this responsive, one-page website because it is elegant and colorful at the same time. The font is available in 56 (!) styles and promises to beautifully frame any kind of modern design.

14. Tofino

The Tofino mini-site is a creative, one-page portal that allows us to discover one of the most adventurous Swiss-style fonts on the market. 

Tofino is a top choice for any travel-related project and comes in 75 unique styles. When it comes to creating a well-crafted report on a font, there’s nothing better than this.

15. Faction Typeface

We love websites that offer both a dark and light theme. And the Faction mini-site is one of them. 

In this mini-site, you’ll learn how the Faction typeface was created and why it’s one of the most popular display typefaces for modern designs.

16. Moriston

If you’re looking for a unique sans serif font with extended multilingual support, Moriston is the font for you. 

In this one-page mini-site, Riley Cran tells the story behind this typeface and explains why Moriston is the best choice for Risograph posters, monograms, and more. 

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Type foundries have been putting out some really interesting fonts these last few months. Based on the collection of the best new fonts for February 2022, it looks like we’re going to see lots of throwbacks to the ‘70s in the coming year.

Do we have Burger King’s most recent and successful rebranding campaign to thank for that? I don’t know, but it looks like many font designers are going to try and emulate those fun retro vibes going forward.

1. Crafty Signs

Crafty Signs is a display font that draws inspiration from old game shows — think Family Feud or anything on Nickelodeon in the ‘90s. This playful bubble font would work well for brands targeting children or ones that have a big personality and old school vibe.

2. Epicene Collection

Epicene is a Baroque font with beautifully exaggerated calligraphic details (like swirls and strokes). There are two families within Epicene — one for Display and one for Text — so you can use this single font collection to style your entire site.

3. Kingsad

It’s hard to call Kingsad a sans serif font when it has such a distinctly unique design to it. The font’s creator suggests using Kingsad for branding. I’d add that the curious structure of the characters would make this font perfect for branding in the science and tech spaces.

4. Lucius

Lucius is a lively-looking font, combining serif and sans serif characteristics. There are eight weights in this font family, which can be used both for display and text purposes.

5. Manju

Manju is a retro font that the designer describes as “soft and chewy”. You don’t see it as much in the thinner styles, but the bolder, thicker styles definitely feel like the kinds of fonts you’d see on food packaging and candy wrappers in the ‘70s and ‘80s.

6. Midnight Sans

Midnight Sans is a font that comes in a single weight (Black) and also has two variants: Midnight Sans RD and Midnight Sans ST. It was originally designed for When Midnight Comes Around, a book about the emerging punk music scene in NYC in the ‘70s, so it has a somewhat grungy, nostalgic feel to it.

7. Nagel

Nagel is technically still in beta, so this may not end up being the finished font when it’s done. For instance, they still have the italic and variable styles to develop. That said, it’s a neat-looking sans serif font — easy to read, but has a bit of an edge to it as well.

8. Painless

What you see is what you get with Painless. It has just one style — a textured, bold sans serif. Because of its casual, hand-brushed feel, it won’t fit well with just any brand. Where it would look cool is on websites for brands that sell hardware, furniture, and other DIY products.

9. Recipient

Recipient is a monospaced font inspired by the typefaces that appeared on old typewriters. With five weights and a set of matching italics, this font can be used for standard paragraph text as well as for smaller headlines.

10. Sea Angel

Sea Angel is a beautiful serif font with elegant curves. This easy-on-the-eyes font would look great on websites for high-end retailers, luxury magazines, museums, fashion brands, beauty companies, and more.

11. Smack Boom

Comic books and graphic novels will never go out of style. Especially as their stories branch out into other channels, like TV and movies. Smack Boom will enable you to bring that exciting and heroic look to your logos and web designs.

12. Stoner Sport

Stoner Sport is an outline display font that brings a modern touch to a retro sporty style. This font would work especially well for sporting industries as well as businesses that are associated with them—retailers, sports complexes, automakers, publications, and so on.

13. Stormland

Stormland is a good example of what makes Scandinavian design so striking. The lettering is clean and simple, built using uniformly sized lines. However, the characters are wide, which gives them a sturdy and strong feeling as well.

14. Tellumo

Tellumo is a humanist sans serif font family, ranging in styles from Thin to Extra Bold. What you see in the example below demonstrates some of the charm and warmth you can add to branding and designs with Tellumo’s swash caps. However, if you want to keep things simple and reap the benefits of the font’s clean and tidy design, you can use the regular character set.

15. Yamet Kudasi

Yamet Kudasi is a script font that comes in just the one style. Based on where it’s used (like in a signature line vs. a hero image) and the background it’s framed against, this versatile font can be used in a variety of ways and for various niches.

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