Articles

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

Have you been searching in vain to find a great WordPress theme that you can use to create a website that will perfectly match your brand and vision?

Building a top-of-the-line website is no longer the complicated process you had to contend with only a few short years ago. More often than not, it was something best left to the developers. The WordPress platform has changed all that with its thousands of quality WordPress themes to choose from.

Finding the best WordPress theme to fit your needs is still not easy. The search to find that ideal WordPress theme can put your patience to the test.

We’ve tried out best to simplify your search. We believe we have succeeded with this listing of 11 Best WordPress themes.

1. Be – Multipurpose WordPress Theme

This big, beautiful, and powerful multipurpose WordPress theme is among the best in the business. 250,000+ satisfied users attest to its popularity. With respect to size, which readily translates into flexibility, BeTheme’s 40+ core features take care of that issue.

Those core features include a 650+ pre-built website library, a host of design elements and options, and the most advanced page and website-building tools on the market.

Powerful website-building tools BeTheme places at your fingertips include –

  • Be Builder is a fast, light, and super-intuitive website builder for WordPress. One of the Builder’s most practical page-building capabilities is viewing an element as you customize it.
  • Be Builder Blocks is a growing library of time-saving pre-built sections.
  • Be Builder Woo offers a quick and convenient way to design an online store with customer-centric shopping features like product previews, cart, checkout, etc.
  • Be Theme’s Header Builder 2.0 features 14 pre-build headers, including mobile-ready and interactive titles.

A setup wizard and helpful tutorial are included. You’ve been invited to test the stunning Be Builder’s capabilities in this Live Demo.

2. Total WordPress Theme

“Build it your way.” could serve as Total’s slogan. Flexibility rules in terms of providing users everything they could ask for to build attractive, engaging, and performant websites.

Total accomplishes this with its multiplicity of design options, customizer settings, layout choices, navigation options, dynamic template functionality, and the popular WPBakery frontend drag-and-drop page builder.

  • Total’s page builder blocks and extra modules, post entry cards, animations, layout options, and custom backgrounds make building a website a quick and easy undertaking.
  • Total fully integrates with WooCommerce, it features clean, developer-friendly code, and is RTL and translation ready.
  • The popular Slider Revolution plugin is included, and Total is compatible with many other popular plugins, including bbPress, Uber Menu, Easy Digital Downloads, and WPML, to name a few.

Click on the banner to learn more about everything that has delighted Total’s 48,000 users.

3. Blocksy Free Ecommerce WordPress Theme

Blocksy’s prioritization of flexibility, extensibility, and speed has resulted in a WordPress theme that gives you complete control to create and customize your website’s appearance and functionality as you build it.

These major Blocksy priorities find their way into this theme’s key features, which consist of –

  • an easy-to-use options interface and integration with WooCommerce, Gutenberg, Elementor, Brizy & Beaver, and Tutor LMS will provide you with a wealth of design approaches and options.

Blocksy’s other features of note include –

  • a Header Builder with a host of customized elements
  • a Footer Builder complete with a menu, social icons, and a widget area.
  • Five types of Content Blocks

And not to forget, Blocksy is free! Click on the banner to check it out. There is a Pro version of Blocksy, but the free version offers plenty.

4. Avada WordPress Theme

The fact that Avada, with more than 750,000 users, is the #1 best-selling WordPress theme of all time should be reason enough to give it a closer look.

  • This ultimate WordPress theme was created with speed and exceptional performance in mind.
  • Its WooCommerce builder is just what you need to create a shop, cart, checkout, and product layouts customized to match your brand.
  • features include 400+ pre-built web pages and 120+ design and layout elements.

5. Uncode – Creative & WooCommerce WordPress Theme

There is no limit to what you can build in the way of attractive and engaging websites and online stores when you have Uncode’s Creative and WooCommerce theme at your back.

Uncode places at your fingertips –

  • its advanced Drag & Drop Product Builder, high-performance Ajax product filters, swatches, and outstanding shop layouts
  • 70+ professionally designed pre-made designs you can mix and match, and 500+ Wireframes carefully designed section templates.

6. TheGem – Creative and WooCommerce WordPress Theme

TheGem creative WordPress theme is a Swiss Army knife of web design tools with its creative modern layouts, super-fast loading times, and easy-to-use tools for building a professional website that will leave the competition in the dust.

Key features include –

  • Theme Builder for building headers, footers, products, popups, etc., in Elementor or WPBakery
  • 400+ pre-built importable websites and TheGem Blocks collection of 600+ pre-built page sections  
  • Extended WooCommerce tools for building pixel-perfect online shops.

7. Woodmart Woocommerce WordPress Theme

If building an online store is on your mind, you won’t go wrong with WoodMart, ThemeForest’s highest-rated eCommerce theme. Woodmart’s customization options are virtually unlimited, while its drag-and-drop builder can reduce your workflow to a minimum.

WoodMart design features include –

  • 80+ pre-built websites
  • Elementor shop and product page builders with a multiplicity of product page display options and Elementor’s custom checkout
  • An AJAX shop complete with AJAX shop filters and product swatches.

8. Rey WordPress WooCommerce Theme

The Rey WooCommerce theme takes building a WooCommerce site to an exciting new level with its powerful Elementor and WooCommerce integrations coupled with WordPress’s sophisticated engine.

Rey’s other key features include:

  • A valuable selection of pre-made designs
  • A selection of Elementor widgets designed to cover most website design situations
  • Ajax Navigation and Filters designed to simplify your site’s page browsing and navigation functionality.

Rey is performance-oriented, responsive, developer, and SEO-friendly. 

9. Litho – WordPress Elementor Theme

Litho is creative and modern, and it’s highly customizable. This WordPress Elementor theme is totally integrated with Elementor, the world’s #1 free page builder.

  • With Litho, you have the tools to easily create any type of business niche, portfolio, blog, or eCommerce website.
  • Litho’s design features include 37+ ready home pages, 200+ creative elements, 300+ templates, and the popular Slider Revolution plugin.
  • Online detailed documentation is also included.

10. Vault – Multi-Purpose Elementor WordPress Theme

Vault’s multiplicity of design tools and design options packed into a single framework make website building as simple as one-two-three.

  • Start with selections from Vault’s 50+ full websites, 1200+ template blocks, and 230+ premium widgets.
  • Put into play the next-generation Theme Options Panel with its beautiful interactions and animations.
  • Pull everything together with Vault’s interactive design tools and customization options.

And you’ll end up with a modern, engaging, high-performance website.

11. KnowAll – WordPress Knowledge Base Theme

KnowAll is simply the most powerful WordPress Knowledge Base theme on the market. All the tools are there to help you build a high-performance and easy-to-use knowledge base.

  • KnowAll’s advanced analytics will give you an excellent awareness as to how visitors use your knowledge base.
  • KnowAll’s visitor feedback will give you a better grasp as to which content visitors find to be valuable and engaging and which articles may be less helpful.

*******

Each of the 11 best WordPress themes listed here are noted for their high-quality designs. Also, for their impressive selections of demos, pre-built layouts, and templates. Each offers a wealth of customization settings, options, and other genuinely useful features. They are designed to make your website serve its purpose effectively and efficiently.

These highly popular WordPress themes were selected for a reason. No matter which one you choose, you’ll be well on the way to creating an outstanding product.

 

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

Source

The post 11 Best WordPress Themes for 2023 first appeared on Webdesigner Depot.

Source de l’article sur Webdesignerdepot

SQL Server Analysis Services (SSAS) is used to create high-level aggregated views of data, allowing users to quickly create dynamic reports and dashboards to centralize business measurable values like Key Performance Indicators (KPIs).

In this article, we’ll cover how a user continued their analytics in SSAS after transferring terabytes of data into a Snowflake data warehouse.

Source de l’article sur DZONE

Gartner predicts that by 2023, over 50% of medium to large enterprises will have adopted a Low-code/No-code application as part of their platform development.
The proliferation of Low-code/No-code tooling can be partially attributed to the COVID-19 pandemic, which has put pressure on businesses around the world to rapidly implement digital solutions. However, adoption of these tools — while indeed accelerated by the pandemic — would have occurred either way.
Even before the pandemic, the largest, richest companies had already formed an oligopsony around the best tech talent and most advanced development tools. Low-Code/No-code, therefore, is an attractive solution for small and mid-sized organizations to level the playing field, and it does so by giving these smaller players the power to do more with their existing resources.
While these benefits are often realized in the short term, the long-term effect of these tools is often shockingly different. The promise of faster and cheaper delivery is the catch — or lure — inside this organizational mousetrap, whereas backlogs, vendor contracts, technical debts, and constant updates are the hammer.
So, what exactly is the No-Code trap, and how can we avoid it?

What is a No-Code Tool?

First, let’s make sure we clear up any confusion regarding naming. So far I have referred Low-Code and No-Code as if they were one term. It’s certainly easy to confuse them — even large analyst firms seem to have a hard time differentiating between the two — and in the broader context of this article, both can lead to the same set of development pitfalls.
Under the magnifying glass, however, there are lots of small details and capabilities that differentiate Low-code and No-code solutions. Most of them aren’t apparent at the UI level, leading to much of the confusion between where the two come from.
In this section, I will spend a little bit of time exploring the important differences between those two, but only to show that when it comes to the central premise of this article they are virtually equivalent.

Low-Code vs. No-Code Tools

The goal behind Low-Code is to minimize the amount of coding necessary for complex tasks through a visual interface (such as Drag ‘N’ Drop) that integrates existing blocks of code into a workflow.
Skilled professionals have the potential to work smarter and faster with Low-Code tools because repetitive coding or duplicating work is streamlined. Through this, they can spend less time on the 80% of work that builds the foundation and focuses more on optimizing the 20% that makes it different. It, therefore, takes on the role of an entry-level employee doing the grunt work for more senior developers/engineers.
No-Code has a very similar look and feel to Low-Code, but is different in one very important dimension. Where Low-Code is meant to optimize the productivity of developers or engineers that already know how to code (even if just a little), No-Code is built for business and product managers that may not know any actual programming languages. It is meant to equip non-technical workers with the tools they need to create applications without formal development training.
No-Code applications need to be self-contained and everything the No-Code vendor thinks the user may need is already built into the tool.
As a result, No-Code applications create a lot of restrictions for the long-term in exchange for quick results in the short-term. This is a great example of a ‘deliberate-prudent’ scenario in the context of the Technical Debt Quadrant, but more on this later.

Advantages of No-Code Solutions

The appeal of both Low-Code and No-Code is pretty obvious. By removing code organizations can remove those that write it — developers — because they are expensive, in short supply, and fundamentally don’t produce things quickly.
The benefits of these two forms of applications in their best forms can be pretty substantial:
  • Resources: Human Capital is becoming increasingly scarce — and therefore expensive. This can stop a lot of ambitious projects dead in their tracks. Low-Code and No-Code tools minimize the amount of specialized technical skills needed to get an application of the ground, which means things can get done more quickly and at a lower cost.
  • Low Risk/High ROISecurity processes, data integrations, and cross-platform support are all built into Low-Code and No-Code tools, meaning less risk and more time to focus on your business goals.
  • Moving to Production: Similarly, for both types of tools a single click is all it takes to send or deploy a model or application you built to production.
Looking at these advantages, it is no wonder that both Low-Code and No-Code have been taking industries by storm recently. While being distinctly different in terms of users, they serve the same goal — that is to say, faster, safer and cheaper deployment. Given these similarities, both terms will be grouped together under the ‘No-Code’ term for the rest of this article unless otherwise specified.

List of No-Code Data Tools

So far, we have covered the applications of No-Code in a very general way, but for the rest of this article, I would like to focus on data modeling. No-Code tools are prevalent in software development, but have also, in particular, started to take hold in this space, and some applications even claim to be an alternative to SQL and other querying languages (crazy, right?!). My reasons for focusing on this are two-fold: 
Firstly, there is a lot of existing analysis around this problem for software development and very little for data modeling. Secondly, this is also the area in which I have the most expertise.
Now let’s take a look at some of the vendors that provide No-Code solutions in this space. These in no way constitute a complete list and are, for the most part, not exclusively built for data modeling. 

1. No-Code Data Modeling in Power BI

Power BI was created by Microsoft and aims to provide interactive visualizations and business intelligence capabilities to all types of business users. Their simple interface is meant to allow end-users to create their own reports and dashboards through a number of features, including data mapping, transformation, and visualization through dashboards. Power BI does support some R coding capabilities for visualization, but when it comes to data modeling, it is a true No-Code tool.

2. Alteryx as a Low-Code Alternative

Alteryx is meant to make advanced analytics accessible to any data worker. To achieve this, it offers several data analytics solutions. Alteryx specializes in self-service analytics with an intuitive UI. Their offerings can be used as Extract, Transform, Load (ETL) Tools within their own framework. Alteryx allows data workers to organize their data pipelines through their custom features and SQL code blocks. As such, they are easily identified as a Low-Code solution.

3. Is Tableau a No-Code Data Modeling Solution?

Tableau is a visual analytics platform and a direct competitor to Power BI. They were recently acquired by Salesforce which is now hoping to ‘transform the way we use data to solve problems—empowering people and organizations to make the most of their data.’ It is also a pretty obvious No-Code platform that is supposed to appeal to all types of end-users. As of now, it offers fewer tools for data modeling than Power BI, but that is likely to change in the future.

4. Looker is a No-Code Alternative to SQL

Looker is a business intelligence software and big data analytics platform that promises to help you explore, analyze, and share real-time business analytics easily. Very much in line with Tableau and Power BI, it aims to make non-technical end-users proficient in a variety of data tasks such as transformation, modeling, and visualization.

You might be wondering why I am including so many BI/Visualization platforms when talking about potential alternatives to SQL. After all, these tools are only set up to address an organization’s reporting needs, which constitute only one of the use cases for data queries and SQL. This is certainly a valid point, so allow me to clarify my reasoning a bit more.

While it is true that reporting is only one of many potential uses for SQL, it is nevertheless an extremely important one. There is a good reason why there are so many No-Code BI tools in the market—to address heightening demand from enterprises around the world — and therefore, it is worth taking a closer look at their almost inevitable shortcomings.

Source de l’article sur DZONE

Machine learning-based applications have seen significant commercial success in several mainstream consumer applications in the recent past. Self-driving cars, stock-trading bots, robo-advisors, Amazon’s Alexa, and Apple’s Deep Fusion and Siri are some of the renowned examples of commercial success with artificial intelligence and machine learning. AI has also made our lives easier by improving the customer experience of the products we use. Google’s text generation software, Netflix’s recommendation engine, and Facebook and Twitter’s fake news detection are other prime examples. In fact, every single technology company uses AI in its mainstream applications either directly or indirectly. Non-technology companies are also using AI to improve customer experience, improve efficiency, and generate new revenue streams. Chatbots, robo-advisors, systems that predict system failures, and products that generate efficient supply chain routes are some of the prominent ways in which non-technology companies use AI. This is leads to a popular belief that AI and ML are primarily used by technology companies or they are being used by non-tech companies to build AI-based products.

This popular perception is not true. There are plenty of avenues in which AI/ ML is being used or can be used by non-tech and non-product-based groups to generate insights. In this article, I am going to share with you four ways in which you can augment advanced analytics into your analytics strategy to generate insights.

Source de l’article sur DZONE