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Créer une chaîne de données optimisée sur Azure avec Spark, Data Factory, Databricks et Synapse Analytics

Créer une chaîne de données optimisée sur Azure n’est pas une tâche facile. Heureusement, avec Spark, Data Factory, Databricks et Synapse Analytics, vous pouvez le faire rapidement et efficacement.

Intégration de données avec Azure Data Factory

Processing Data With Apache Spark 

Apache Spark is an open-source distributed computing framework used for big data processing. It is designed to process data in memory, making it much faster than traditional disk-based processing. Spark can be used to process data from various sources such as databases, file systems, and cloud storage. It also provides a rich set of APIs and libraries for data manipulation, machine learning, and graph processing.

Analyzing Data With Azure Synapse Analytics 

Azure Synapse Analytics is a cloud-based analytics platform that enables you to analyze data from various sources. It provides a unified workspace for data preparation, data warehousing, and advanced analytics. It also offers a wide range of features such as data virtualization, machine learning, and natural language processing.

Le traitement des données dans le cloud est devenu de plus en plus populaire en raison de sa scalabilité, de sa flexibilité et de son efficacité économique. Les stacks technologiques modernes tels que Apache Spark, Azure Data Factory, Azure Databricks et Azure Synapse Analytics offrent des outils puissants pour créer des pipelines de données optimisés qui peuvent ingérer et traiter efficacement les données dans le cloud. Cet article explorera comment ces technologies peuvent être utilisées ensemble pour créer un pipeline de données optimisé pour le traitement des données dans le cloud.

Ingestion des données avec Azure Data Factory 

Azure Data Factory est un service d’intégration de données basé sur le cloud qui vous permet d’ingérer des données à partir de diverses sources vers un lac ou un entrepôt de données basé sur le cloud. Il fournit des connecteurs intégrés pour diverses sources de données telles que des bases de données, des systèmes de fichiers, un stockage dans le cloud et plus encore. En outre, vous pouvez configurer Data Factory pour planifier et orchestrer les processus d’ingestion de données et définir les transformations des flux de données.

Traitement des données avec Apache Spark 

Apache Spark est un cadre de calcul distribué open source utilisé pour le traitement des données volumineuses. Il est conçu pour traiter les données en mémoire, ce qui le rend beaucoup plus rapide que le traitement traditionnel basé sur le disque. Spark peut être utilisé pour traiter des données provenant de diverses sources telles que des bases de données, des systèmes de fichiers et un stockage dans le cloud. Il fournit également une riche gamme d’API et de bibliothèques pour la manipulation des données, l’apprentissage automatique et le traitement des graphes.

Analyse des données avec Azure Synapse Analytics 

Azure Synapse Analytics est une plateforme d’analyse basée sur le cloud qui vous permet d’analyser des données provenant de diverses sources. Il fournit un espace de travail unifié pour la préparation des données, le stockage des données et l’analyse avancée. Il offre également une large gamme de fonctionnalités telles que la virtualisation des données, l’apprentissage automatique et le traitement du langage naturel.

Le logiciel est l’outil principal pour le traitement des données dans le cloud. Les technologies modernes telles qu’Apache Spark, Azure Data Factory, Azure Databricks et Azure Synapse Analytics offrent aux développeurs et aux entreprises une variété d’options pour créer des pipelines de données optimisés qui peuvent ingérer et traiter efficacement les données dans le cloud. Apache Spark est un cadre open source qui permet un traitement rapide des données volumineuses en m

Source de l’article sur DZONE

WordPress is a highly flexible content management system for website creation. A key reason for this flexibility is the wide variety of plugins available. You can add features and other improvements to your site.

The thousands of available useful WordPress plugins cover almost every feature for any type of website. Your website’s niche determines the kind of plugins you should have. There are some great WordPress plugins that every blog site needs; security, speed, SEO, and contact form, to name several.

The most effective WordPress websites create an enjoyable visitor experience. Whether you’re blogging about the latest fashion trends or selling products for your brand, you can enhance your website. Do it with one or more of these ten great WordPress plugins.

1. Brizy: The Best Website Builder for Non-techies

You might want to approach Brizy with caution because once you start using it, no other website theme builder you might try will ever seem as easy to use. Even better, you can download this WordPress website builder for non-techies (and for techies as well) for Free.

With the Brizy WordPress theme builder at your fingertips, you can –

  • build a brand new website or upgrade an existing one;
  • create dynamic templates for your blog and archive pages, headers, footers, custom pages, and more;
  • enjoy instant access to 150+ customer-friendly pre-made templates;
  • build your blog exactly as you envisioned it;
  • easily customize your WooCommerce shop site.

Brizy’s Theme Builder, Global Blocks, and Global Styling features are right at your fingertips, and WooCommerce integration is also included.

You can also choose the 100% White Label option if you wish to brand the Brizy Builder as your own. A Pro option is available.

Click on the banner to learn more about Brizy and download it free.

2. WpDataTables – WordPress tables plugin

While there are a host of good reasons for using wpDataTables, the main benefit is that it works with any WordPress theme, it can create a responsive table in minutes, and it requires no coding to use.

With this WordPress tables plugin, you can take advantage of a host of useful features that include –

  • four chart-building engines: Google Charts, Highcharts, Chart.js, and the new Apex Charts;
  • connecting to multiple database sources, e.g., MYSQL, MS SQL, and PostgreSQL;
  • fine-tuning a table or chart to make it responsive or editable and using conditional formatting to highlight critical data;
  • the ability to create tables from a nested JSON file;
  • and use dynamic single-cell shortcodes in many different options;
  • integration with Elementor, Divi, WPBakery, and Avada.

wpDataTables is a robust table and chart-building plugin that’s remarkably straightforward. Just click on the banner to learn more.

3. Amelia – WordPress booking plugin

Amelia is a WordPress booking plugin that can fully automate and streamline its appointment booking operations when added to a business’s WordPress site. This makes Amelia an excellent choice for beauty, healthcare, fitness, consulting, educational, and similar client-dependent businesses.

The Amelia plugin can –

  • manage an unlimited number of appointment bookings at multiple locations, and do so from a single platform and dashboard;
  • enable clients to book appointments online 24/7;
  • easily manage group appointments, package bookings, and events;
  • send notifications and reminders to clients via Email or SMS, and make payments online with PayPal, Stripe, Mollie, or Razor;
  • customize booking forms to match its host’s brand.

Click on the banner to find out more about how the Amelia WordPress plugin could be used to upgrade your business’s booking operations.

4. Slider Revolution – more than a WordPress slider plugin

Slider Revolution is a WordPress plugin that is more than just a slider plugin. It’s a highly popular plugin that designers rely on to create visuals they know their clients and customers will love.

Slider Revolution features –

  • 250+ website and slider templates designed to impress;
  • innovative website animation effects and other features that push the boundaries of what is possible in web design.

Slider Revolution is trusted by over 9 million users around the world.

5. WordLift – AI-powered SEO

Structured data helps your website speak the language of Google, and WordLift is the most innovative way to create one.

It is an AI-powered SEO tool that: 

  • adds structured data to your content;
  • creates a Knowledge Graph that makes it easier for Google to understand the relevance of pages, their relationship, and their value;
  • build up the expertise, authority, and trustworthiness of your website.

As a result, you get more organic traffic and audience engagement.

6. TheDock – Ship Solid Websites

TheDock is a design team-oriented WordPress theme builder that supports collaboration, speeds up website design, and helps to create sites that look sharp, perform great, and are easily maintained because of its –

  • custom Post Types and Custom Fields;
  • speedy page load;
  • flexible auto-adjusting layout system with UI components;
  • white-label builder for sharing access to TheDock if you want to;
  • built-in features that assure excellent security and easy maintenance.

7. Download Monitor – Best WordPress Download Manager

Download Monitor is a WordPress downloads manager that can help you streamline your business operations without having to go through the process of setting up a complicated or costly tracking solution.

With the Download Monitor plugin, you can –

  • track any type of file download (ZIP, PPT, XSLX, PDF, etc.);
  • assemble aggregated file download statistics about different file download types;
  • establish access rules based on user roles and download quotas.

8. Essential Grid – best WordPress grid plugin

Essential Grid is, by all accounts, the best WordPress grid plugin on the market. Essential Grid makes it ever so easy to spice up your websites by using it to create superbly engaging and professional-looking galleries.

This WordPress plugin can give you –

  • stunning, fully customizable boxed and full-width to full-screen grid layout options and various grid designs;
  • responsive designs that enable you to control grid appearance on various devices;
  • access to social media content. 

9. LayerSlider – Best WordPress Slider Builder Plugin

LayerSlider is the best WordPress slider plugin, but it is not just for sliders. Create image galleries, popups, landing pages, animated page blocks, parallax and scroll scenes, and even full websites.

LayerSlider –

  • will fit your needs and is easy to use;
  • can spice up and add flair and style to an otherwise run-of-the-mill website;
  • supports any WordPress theme and page builder;
  • features 210+ highly customizable websites, slider, and popup templates.

10. YellowPencil – Visual CSS Editor

YellowPencil is a visual CSS editor you can use to customize any WordPress site in minutes.

Key features include –

  • a complete visual editing interface that allows you to redesign a page with a few clicks;
  • a simple interface that does not require coding;
  • the capability to edit any font and any color;
  • the capability to visually edit a design element’s size, margin, and padding properties;
  • the ability to undo/redo mistakes.

*******

It is almost needless to tell any WordPress user how important plugins are for a website. A good WordPress plugin has the power to boost the success of your business online by adding a range of helpful features and functionality to your website.

In this article, we have shared our expert pick of 10 great WordPress plugins for your websites in 2023.

 

[– This is a sponsored post on behalf of BAW media –]

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The post 10 Great WordPress Plugins in 2023 first appeared on Webdesigner Depot.

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Looking to save big and make your web design job easier at the same?

This carefully picked list includes top-tier quality items that have already been used by hundreds of thousands of people like you.

From WordPress themes, plugins, web apps, website builders, and illustrations, this list has everything for everyone.

Check all these 10 excellent deals for designers below:

1. Amelia

Amelia is a WordPress booking plugin that saves businesses time and money from the beginning by replacing their manual or semi-automated appointment and event booking operations with a fully automated one.

Amelia is easy to set up and use. Fitness centers, consulting organizations, training institutions, beauty salons and spas, photographers, medical centers, and other businesses that rely heavily on client and customer appointment or event bookings will profit from using it.

  • Clients can go online to make appointments 24/7, change or cancel appointments, and make payments. They can also purchase tickets for events and add special requirements.
  • Amelia automatically sends notifications, reminders, and follow-ups by SMS, WhatsApp, and email (reducing no-shows while keeping clients aware of upcoming special sessions or events).
  • Amelia also manages group appointments, packages of appointments, employees’ schedules, special days, and days offs.
  • All the above can be managed at one or multiple locations from a single dashboard.

Amelia integrates with Google Calendar, Google Meet, Zoom, and Outlook Calendar. Click on the banner to learn more about what this amazing application could do for your business.

2. wpDataTables

Creating an informative table or chart for your website can be pretty labor-intensive.

  • You may have to work with and organize copious amounts of data.
  • You need to avoid compromising your website’s design at the expense of getting the tables or charts you want.
  • Your tables and charts may need to be responsive, editable, informative, and readable.

wpDataTables plugin does all the above for you and more. It is packed with powerful table and chart-building features that include –

  • 4 chart-building engines: Google Charts, Chart.js, Apex Charts, and Highcharts
  • The ability to accept data from multiple database sources and in numerous standard formats
  • The ability to highlight critical data, or color code data using Conditional Formatting
  • A wealth of powerful data filtering and sorting features
  • Live data from Google spreadsheets or JSON API

wpDataTables integrates seamlessly with Avada, Divi, Elementor, Gutenberg, and WPBakery. Click on the banner to learn even more about this popular WordPress plugin.

3. Trafft

To automate a booking operation, you might need one tool to book appointments, one to accept payments, another to manage employee schedules, and so on. Of course, if your business provides services at multiple locations, then you would multiply the number of tools times the number of locations, and you’ll be good to go.

Or, you could go with Trafft, a single tool with which you can manage all of the above, at multiple locations, all from a single platform.

  • Clients can book appointments online 24/7.
  • They can make payments online using PayPal, Stripe, Mollie, or Authorize .net.
  • Trafft sends reminders and notifications automatically via email or SMS.
  • Trafft integrates smoothly with Google Calendar, Google Meet, Outlook, and Zoom.

Click on the banner to learn about all of Trafft’s booking capabilities. You’ll be impressed.

4. WordLift

WordLift helps your website speak the language of Google. This way, your content will be discovered by users, giving you more organic traffic and helping your business website achieve excellent rankings.

  • WordLift uses AI to transform unstructured content into structured data that search engines can understand.
  • WordLift creates a knowledge graph, automates SEO tasks, and analyzes search intent.

Other features include automatic schema markup, content recommendation widgets, WooCommerce, and Image SEO, all designed to improve user engagement.

5. Total WordPress Theme

Three words summarize Total: flexible, easy, and complete. This aptly named WordPress theme is WooCommerce compatible and has everything you need to create one-of-a-kind sites.

  • Total puts excellent selections of demos, templates, and postcards at your fingertips.
  • The popular Slider Revolution plugin is included, as is Total’s flexible drag-and-drop page builder.

The 50% Black Friday discount is automatically applied when you order.

6. TheGem – Creative Multi-Purpose & WooCommerce Theme

TheGem – the versatile WordPress website builder – offers unlimited customizations, plenty of design & marketing focused features, an extended library of pre-built designs, and the fastest loading times: 

  • You have ready access to a rich selection of 400+ pre-built websites in outstanding design quality 
  • It enables you to build every part of your website right away in Elementor or WPBakery: headers & footers, WooCommerce pages, blogs, mega menus, popups, and much more.
  • You’ll love the 5-star user support, just as have 60,000 others.

TheGem can be yours at a 40% Black Friday discount.

7. Mobirise Website Builder Software

The best offline website builder for 2022 is free to use. That is in itself a great bargain. Mobirise’s team has sweetened the pot by offering a 33% Black Friday discount for their All-in-One Kit with its 175 premium themes and extensions.

  • Mobirise is strictly drag-and-drop and features huge selections of blocks, templates, icons, and images.
  • Your site is yours to host anywhere you want

More than 2 million sites have already been created using Mobirise.

8. Embed Instagram Feed

Instagram offers a terrific way to promote your business’s products or services. Its focus on visual communication makes it an extremely effective marketing tool.

  • It takes but three simple steps to embed Instagram into your website.
  • A variety of display options are available.
  • Your feed will be fully responsive and compatible with mobile devices.

An Instagram feed is yours at a 33% Black Friday discount.

9. Getillustrations Web and App Illustrations Bundle

 

Getillustrations is loaded with trendy illustrations you can pick and choose from, download once, and use forever.

  • Selecting one or more of the 13,000 different illustrations in over 100 categories can definitely add spice to your web designs.
  • Illustrations come in PNG, SVG, Ai, Figma, and Sketch formats and Getillustrations adds new ones every week.

Use the EliteDesigners25 code to get your 25% Black Friday discount.

10. Rey Theme

Rey is an innovative WooCommerce theme that is loaded with WooCommerce-friendly features and is easy to set up and use.

  • Key WooCommerce features include filtering, search, templating, and navigation.
  • Rey’s smart search helps site visitors find exactly what they want
  • Quickview and Ajax search is also available

Headers are customized for eCommerce, and visitors will appreciate Rey’s helpful cart, wish list, and checkout features.

Black Friday is not far off. Before you know it, many producers of WordPress themes, tools, and services will be offering tempting discounts.

Even if you come across a deal that appeals to you, it doesn’t hurt to look around to see if you can find a better one.

Keep in mind that the quality of a product or service is more important than its reduced price. It’s always best to pick and choose carefully. So, we’ve put together this list of the best Black Friday deals for 2022 to help you do just that.

 

[- This is a sponsored post on behalf of BAW media -]

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The post They’Re Live! 10 Great Black Friday 2022 Deals for Designers and Agencies first appeared on Webdesigner Depot.

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Personalized marketing is when you attune your marketing efforts based on customer data. This data can be anything from the first and last name to purchase intent, concerns, and history.

Personalized marketing has revolutionized the way businesses market their product and service to their audience. It brings value to people’s lives, spiking the sales graph for brands and businesses. So it’s a win-win situation for both the company and the consumer.

Even big companies do this for their campaigns. They do so because it gives them great results and ROI for their marketing initiatives. If these multinational businesses do this, it’s a good idea to incorporate this strategy and learn from a top resource on digital marketing.

This article aims to explain every nook and cranny of personalized marketing. By the end of this 5-minute read, you will know the impact of personalized marketing on our lives. And how you can integrate this into your marketing strategy to benefit your business.

What Is Personalized Marketing?

Have you ever encountered a business that knows what you’re going through? Or did you see an ad online that you closely relate to? Chances are, you were one of the target markets of those marketing materials. And if you could associate yourself with the ad, their marketing strategy worked.

That is what personalized marketing does to your audience, market, or particular demographic. This style of advertising leverages personalization in your marketing materials. The details of your marketing content are tailored to a specific audience and address the issues or real-time problems of a particular segment in your market.

Personalized marketing has become popular because more people demand it from businesses. Once the people have experienced what it felt like, they want to feel more of it.

To objectively see the demand for personalization, here are some statistics to back it up.

Accenture reported that 91% of consumers are likelier to shop with businesses that offer them relevant content. This shows that the right product recommendations can increase the chances of shopping with you.

Salesforce mentioned that 66% of consumers expect companies to understand their individual needs. This statement proves that a generalized way of marketing isn’t as effective as before. The consumer mindset has already developed, and they demand more personalization from businesses.

A striking piece of data from Statista showed that 90% of consumers in the US find the idea of personalization appealing. If that figure is accurate, almost all businesses should start incorporating this into their strategies. There’s no reason for them not to try this out.

Given the high positive demand for personalized marketing, it’s no secret why more and more businesses are doing this. However, not every company out there is doing this right. A wrong way of doing this can bring a loss of clients and a negative ROI.

To help you go on the right track of using personalization in your marketing, read up on the next section of this article.

Know These 6 Tips To Correctly Do Personalized Marketing

You’d agree that knowing your customer’s first and last name is essential. But with the dynamically changing strategies, personalized marketing is going beyond that. It’s actually about understanding what your targeted consumers need, merging with a way to convey the message that your business is the solution.

To help you achieve this, take note of the things below:

1. Leverage Your Customer Data

The foundation of personalized marketing is laid on customer data. The best marketing professionals and strategists emphasize gathering relevant data if you want to scale. Excellent digital marketing courses will teach you that customer data will help you build a solid foundation for your content and campaigns.

Consumer behavior has always been the most important detail for target marketing. With every click, it has become easier to gather data about individual customers, their interests, hobbies, purchase history, buying behavior, and more.

You’ll be able to get this information if you’ve practiced data management and collecting customer data throughout the years of your operation. However, it’s not too late to begin if you haven’t started with this yet. There is a lot of marketing automation software that aids marketing teams in doing this. For example, many businesses use lead scoring software to gain insight into their clients’ needs and categorize them appropriately.

For your personalization efforts, you can use questionnaires, surveys, and feedback forms to capture personal data on the internet. A customer will happily fill out a survey form if a reward in return entices him. This reward can be in any form– a voucher, a first buy discount, free shipping, or more.

This initiative will help you get more data in a shorter time frame.

2. Understand Your Customer’s Needs

Hoarding data will be a complete waste of marketing efforts, capital, and efficiency if you do not extract consumer behavior from it. When you have access to a rich set of data, you have the privilege to understand your customers’ trending needs deeply. After gaining insights from the data, create a marketing strategy based on those findings to target your audience.

Doing this doesn’t just apply to B2C; it also works for B2B companies, which is why the demand for custom software development, tailored services, personalized packages, and B2B data providers have been on the rise in these recent years.

It is a two-way road. While you are on the lookout for your target market, at the same time, the customers expect businesses to know what they need. The market you’re currently serving expects you to know what products or services are fit for them.

So this is where it gets crucial: you have to dig deeper into your niche and find the specs of your audience’s needs. Having a general idea about the needs of your target audience and personalized marketing usually don’t go harmoniously.

Planning a better-personalized marketing strategy will not be a piece of cake but will be much more rewarding for every aspect of your business. May it be sales, return on investments, customer relationships, or personalized marketing campaigns.

3. Personalize Every Stage Of The Customer Journey

The first rule of business is convincing the customer that you are their best friend. Now that you know what they want, you pledge to provide them with whatever best you can. Limiting personalization to marketing is not the solution. You have to be vigilant in meeting these individual requirements at every stage. And remember that consistency is the name of the game. That is how you bring your business into the running.

You can integrate CRM automation, email marketing tools and deploy other content marketing strategies to help make this process a lot simpler. Personalized live chat and chatbots, such as those offered by ThriveDesk, allow businesses to personalize their offerings and build their brand reputation.

As a customer, my requirement would be reading content, browsing, and experiencing products that would hit home. A personalized experience is what every consumer demands. And this is what makes them want to go back and do business with you again.

By creating helpful and relevant content, recommending the right products to them, and giving out convenient payment options, you are setting your business apart from the rest. Doing this allows you to have personalized every touchpoint that your customers do with your business.

4. Present In An Engaging Way

Consider customer engagement as absolutely necessary. Having the best data set and knowing what your customers want is not enough. In the competitive space of business and marketing, everyone is trying to get the attention of one another. And this is what you are supposed to do. This helps in building consumer-brand relations.

When a consumer engages, meaningful things happen. Engaging content pushes the consumer through the funnel and hence promotes conversions. Your content should be creative and eye-catching.

Engaging content blended with personalization boosts the brand experience. Increased loyalty, trust-building, and improved customer experience enhance the conversion and sales speed.

A great way to use personalization in an engaging manner that most businesses overlook would be through exit-intent popups.

5. Be Where Your Customers Are

This is an element that some businesses miss out on. They have created excellent social media marketing content but only distributed it on the wrong channel. For personalized marketing to be effective, it needs to be seen by people.

Are you questioning your marketing techniques because all you see is stagnancy? You have set up an engaging online store on Shopify or Wix, collected all the relevant data, your content is engaging enough, and your marketing strategy is top-notch. But you are still unable to reach your clientele.

You start wondering what you are missing out on. Your content and your strategies will not be prolific if you are on the wrong channel. Remember: the message of your content has to reach the right people for it to be effective.

Should you be on social media? If so, which one? Do you get more traction with email campaigns? Or do you have more engagements on forums?

Find out where your market is, then spend your focus there. Now the next step is how to know where they spend most of their time?

This is where we go back in the loop. And hence we again emphasize that data collection is the foundation of any great marketing strategy.

6. Improve Marketing Content

Don’t rest on your laurels when you’ve gotten everything down to a tee and have attained your desired marketing analytics behind your personalized marketing content. Always think of ways how you can improve.

Evolving at every step will keep you in the running. Don’t be misguided into thinking that your work is done if you feel like you have reached the pinnacle. Keep looking for ways to get better. Set bigger goals and status for your business.

Always go back to the drawing board and brainstorm with your team on how you can change and strive with the dynamically changing world and mindsets. In the end, all you want is to build better relationships with your customers, new and existing.

For enhanced productivity, your marketing team should always look for new strategies. This is how fresh and great marketing ideas are made.

See How You Can Benefit From Personalized Marketing

Irrelevant information can waste energy and time for both customers and the business. Personalized marketing hits the bull’s eye 99% of the time. It brings immeasurable value to the company as well as the customer.

Here are some of the top benefits of personalized marketing:

1. Better Engagement

The first target personalized marketing aims at is grabbing an individual’s attention. And this results in better engagement eventually. If you are presenting your customer with something that wows them, needless to say, it will grab their attention.

This will help bridge the gap between your customer and your brand. Identifying customers’ needs and then giving them what they want will help improve customer interaction with your brand.

It can even be enough for them to follow your call to action. The next thing you know, they will be checking your website, signing up for a list, or even purchasing a product right then and there.

2. Higher Conversions

Are you there for your customer at the right time and place? One-on-one marketing provides easy solutions to customers because you hit them with just what they are looking for at the right time.

When potential customers realize that you understand what they’re going through and provide the solution, most won’t hesitate to try your business out.

Personalization isn’t just focused on content. It can also be integrated into your processes. This results in aiding the increase of higher conversion rates.

3. Improved Customer Experience

Offering personalization will significantly improve the user experience. Once you provide the products, services, and content that meet their needs, their opinion of your business automatically improves.

Considering the statistics about personalized experiences, it is evident that consumers demand personalization strategies from companies. And if you offer such an experience, you increase the chance of making them do more business with you. Personalization helps businesses in reducing cart abandonment rates, better customer journey, increased customer satisfaction, and many more.

4. Customer Retention

Retaining persisting customers is equally important to your business as bringing new ones. Most businesses face low customer retention. It’s also a factor that some companies overlook. You must understand that it’s not all about converting prospects into paying customers. Your focus should also be on retaining those customers to make them loyal advocates of your brand.

One of the major benefits of consistent personalization is an improved customer retention rate. Consumers tend to stay with a business that understands their needs and provides solutions to their problems.

Once you can transfer a customer to a loyal advocate, you can also receive a ton of benefits. These are people that are going to defend your brand from critics. These are the same people who will give you free marketing via word of mouth and positive reviews.

5. Better Customer Relationships

Personalized experience leads to customer retention, eventually building better relationships with your nurtured customers. These entities are connected in a loop.

Customer relationships are an aspect of business that significantly helps with scalability and higher revenue. So connecting with your customers and building a relationship with them is as important as the product you are selling. This is why strengthening customer relationships should be a top priority for businesses.

Personalization makes you an expert on your target market trends. You get to know your audience deeper, which helps you build a foundation for creating a great customer relationship. And this requires marketing and customer experience teams to work together in a symphony.

For this, you can use team collaboration software which aids in the optimization of content and your approach toward the market. You’ll have a better strategy in getting their attention, providing what they want, and recommending things they’ll be interested in.

All of these things help in building customer rapport. When a customer feels that you treat them as more than just a paying customer, their customer loyalty goes to your business.

Best Examples Personalization Marketing

To inspire you to integrate this marketing strategy into your operations, below are different personalization marketing campaigns done exceptionally by various businesses. Grab inspiration, ideas, and motivation from these examples.

1. Coca-Cola

We all know the most basic form of personalization is addressing your customers’ names, but Coca-Cola took this simple idea into a massive global campaign. Their “Share a Coke” campaign started in 2011, wherein they printed different popular names on their Coke bottles and cans.

It seemed like a regular campaign at first, but it started getting traction as more customers wanted to get the name of their family, friends, and themselves. Coca-Cola said the campaign’s purpose was “to create a more personal relationship with consumers and inspire shared moments of happiness.”

The soft drinks giant used personalization and tied such a strategy with its mission: to bring memories and happiness to its consumers. You, too, can do the same – combine your mission and personalization strategy to create a unique campaign.

2. Spotify

Spotify leverages user data in its marketing strategy. They have several campaigns that make users want to use their application more often because it gives out a more tailored experience.

Other than their year-end campaign( #spotifywrapped), where they show the most played songs and podcasts their users listen to (which was a viral hit), they now also have an #OnlyYou campaign that shows your unique listening taste partnered with a musical astrology reading.

3. Nike

Nike has consistently been recognized for authentic, personalized, and heartfelt ad campaigns. This personalization always makes them capture an audience who can relate and those who start connecting to the brand. So Nike isn’t new to personalization. Their aim is robust community engagement.

Their highly inspirational campaigns with real-life heroes induce inspiration in their audience. Nike is great at converting people because of its excellent storytelling ability while adding personalization to the mix.

Nike’s just launched a new app that offers personalized content and rewards for committed fans. They tackle challenges and issues head-on, but they always make their marketing messages relatable to their audience. That is why they “just do it.”

Conclusion

Personalized marketing is the secret sauce to thriving businesses in the world today. However, incorporating this marketing strategy and finding success is not as simple as you might think. You will face challenges, but with enough perseverance and brainstorming, you can surpass them and successfully create a great campaign.

Remember, this marketing approach can be a hit or a miss. The first step to making it a success is relevant data collection followed by judicious implementation. This isn’t an overnight activity that you can do. It requires months of diligence in the right direction with the proper guidance. And you can gain valuable insights into this guidance via the content marketing strategies outlined in this article. But remember, once you start rolling, there is no looking back.

Source

The post The Complete Guide To Personalized Marketing first appeared on Webdesigner Depot.

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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

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Amazon Web Services (AWS) is the biggest cloud platform in the world, with over 200 features. In this article, we break down 10 AWS services that support at least some SQL syntax, talk about their use cases, and give examples of how to write queries.

Service Description SQL Support Use Case
RDS Postgres, MySQL, etc. Full Small-medium web apps
Aurora Serverless databases Full Serverless apps
Redshift Data warehouse Full OLAP, Petabytes of data, analytics
DynamoDB NoSQL database Some – PartiSQL Ecommerce, building fast
Keyspaces Managed Cassandra (key value) Some – CQL Messaging
Neptune Graph database Some – openCypher Social networks
Timestream Time series database Partial IOT, Logging
Quantum Ledger Cryptographically verified transactions Some – PartiSQL Finance
Athena Ad-hoc queries on S3 Some – CTAS Historical data
Babelfish MSFT SQL Server on Aurora Full .NET

The table above shows how SQL support varies between the services. A graph database cannot be queried in the same way as a classic relational database, and various subsets of SQL, like PartiQL, have emerged to fit these models. In fact, even within standard SQL, there are many SQL dialects for different companies like Oracle and Microsoft.

Source de l’article sur DZONE