teleren/devto huggingface dataset:
Amazon AWS
Published: 2023-07-17 12:31:06


1
Amazon Web Services (AWS) is a suite of cloud computing services that runs on the same infrastructure that Amazon uses for its end-user products, such as Amazon.com. AWS offers a broad set of global compute, storage, database, analytics, application, and deployment services that help organizations move faster, lower IT costs, and scale applications.

AWS can be used for a wide variety of purposes, including:

Web hosting: AWS can be used to host websites and web applications. This can be a cost-effective way to host your website, as you only pay for the resources you use.
Storage: AWS offers a variety of storage services, such as Amazon S3 and Amazon EBS. These services can be used to store data, such as images, videos, and documents.
Databases: AWS offers a variety of database services, such as Amazon RDS and Amazon DynamoDB. These services can be used to store and manage databases.
Networking: AWS offers a variety of networking services, such as Amazon VPC and Amazon Route 53. These services can be used to create and manage networks.
Application development: AWS offers a variety of services to help with application development, such as Amazon Lambda and Amazon API Gateway. These services can be used to build and deploy applications.
Machine learning: AWS offers a variety of machine learning services, such as Amazon SageMaker and Amazon Rekognition. These services can be used to build and deploy machine learning models.
AWS is a powerful platform that can be used for a wide variety of purposes. If you are looking for a cost-effective and scalable way to host your website, store your data, or build and deploy applications, then AWS is a good option to consider.

Here are some of the benefits of using AWS:

Scalability: AWS is a scalable platform, which means that you can easily add or remove resources as needed. This can help you save money on your cloud computing costs.
Reliability: AWS is a reliable platform, with a 99.9% uptime SLA. This means that your applications will be up and running most of the time.
Security: AWS is a secure platform, with a variety of security features. This can help you protect your data and applications.
Global reach: AWS has a global reach, with data centers in over 200 countries and regions. This means that your applications can be accessed from anywhere in the world.
If you are considering using AWS, I recommend that you take a look at the AWS Free Tier. This will give you a chance to try out some of the AWS services without having to pay anything.
Mastering the Linux Command Line: Essential Tips and Tricks (Part 3)
Tags: linux, commandline, tutorial, terminal
Published: 2023-07-17 12:28:56

In Part 1 and Part 2, we covered various tips and tricks for the Linux command line. Let's continue with more useful commands:

### 11. Working with Text Files using `cat`, `head`, and `tail`

- Displaying the contents of a file with `cat`: `cat file`
- Displaying the first few lines of a file with `head`: `head file`
- Displaying the last few lines of a file with `tail`: `tail file`

### 12. Searching for Files with `find`

- Searching for files by name: `find directory -name "filename"`
- Searching for files by type: `find directory -type f`
- Combining multiple search conditions: `find directory -name "*.txt" -type f`

### 13. Remote Access with `ssh`

- Connecting to a remote server: `ssh username@hostname`
- Specifying a custom SSH port: `ssh -p port username@hostname`
- Copying files securely over SSH: `scp source_file username@hostname:destination`

### 14. Package Management with `apt` and `yum`

- Installing packages with `apt` (Debian-based systems): `sudo apt install package`
- Updating packages with `apt`: `sudo apt update && sudo apt upgrade`
- Installing packages with `yum` (Red Hat-based systems): `sudo yum install package`
- Updating packages with `yum`: `sudo yum update`

### 15. Advanced File Manipulation with `awk`

- Extracting specific columns from a file: `awk '{print $1, $3}' file`
- Performing calculations on columns: `awk '{sum += $1} END {print sum}' file`
- Applying conditions and filters: `awk '$1 > 50 {print $2}' file`


These additional tips and tricks will further enhance your command line skills. Feel free to explore and experiment with these commands to become a Linux command line expert!

Stay tuned for more tips and tricks in future updates!

For more resources and examples, you can visit my [GitHub page](https://github.com/PythonPlumber).
How to reduce the file size of a PDF using Node.js
Tags: node, javascript, pdf
Published: 2023-07-17 12:27:54

At [Woovi](https://woovi.com/), we allow our customers to upload their documents with arbitrary sizes without requiring them to reduce the file size on their side.

Therefore, when opening accounts, we need to perform this reduction on these documents. For this purpose, we have created an automated solution using [Ghostscript](https://www.ghostscript.com/) with [Node.js](https://nodejs.org/en) to handle the compression.

```js
import { existsSync } from 'fs';
import fs from 'fs/promises';
import path from 'path';
import { promisify } from 'util';

const execPromise = promisify(exec);

const cwd = process.cwd();

const compressPdf = async (base64: string): Promise<string> => {
  try {
    const tempFolder = path.join(cwd, "temp");
    const hasTempFolder = existsSync(tempFolder);

    if (!hasTempFolder) {
      await fs.mkdir(tempFolder);
    }

    const originalFilePath = path.join(cwd, "temp", "original.pdf");
    const compressFilePath = path.join(cwd, "temp", "compress.pdf");

    await fs.writeFile(originalFilePath, base64, "base64");

    await execPromise(
      `gs -sDEVICE=pdfwrite -dCompatibilityLevel=1.4 -dPDFSETTINGS=/ebook -dNOPAUSE -dQUIET -dBATCH -sOutputFile="${compressFilePath}" ${originalFilePath}`
    );

    const compressFileBase64 = await fs.readFile(compressFilePath, "base64");

    await fs.unlink(originalFilePath);
    await fs.unlink(compressFilePath);

    return compressFileBase64;
  } catch (error) {
    throw error;
  }
};
```

The above function creates a temporary folder to store the processed files and performs compression using Ghostscript parameters. The original file is saved in this temporary folder, and Ghostscript is used to generate a compressed version of the file. Then, the compressed file is read and converted into a base64 string.

---

[Woovi](https://woovi.com/) is a Startup that enables shoppers to pay as they like. To make this possible, Woovi provides instant payment solutions for merchants to accept orders.

If you want to work with us, we are [hiring](https://woovi.com/jobs/)!

---

Photo by <a href="https://unsplash.com/@cameramandan83?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Dan Dennis</a> on <a href="https://unsplash.com/photos/1SqF5w4tSEg?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>
Mastering the Linux Command Line: Essential Tips and Tricks (Part 2)
Tags: linux, commandline, terminal, tutorial
Published: 2023-07-17 12:25:48

In Part 1, we covered some essential tips and tricks for the Linux command line. Now, let's continue with more useful commands:

### 6. Working with File Permissions using `chmod` and `chown`

- Changing file permissions with `chmod`: `chmod permissions file`
- Changing file ownership with `chown`: `chown user:group file`

### 7. Archiving and Compression with `tar` and `gzip`

- Creating a tar archive: `tar -cvf archive.tar file1 file2`
- Extracting files from a tar archive: `tar -xvf archive.tar`
- Compressing files using gzip: `gzip file`
- Decompressing files using gzip: `gzip -d file.gz`

### 8. Process Management with `ps` and `kill`

- Viewing running processes with `ps`: `ps aux`
- Terminating a process with `kill`: `kill PID`

### 9. Networking Tools: `ping`, `ifconfig`, and `netstat`

- Checking network connectivity with `ping`: `ping host`
- Displaying network interface configuration with `ifconfig`: `ifconfig`
- Viewing network connections with `netstat`: `netstat -tuln`

### 10. System Information with `uname` and `df`

- Displaying system information with `uname`: `uname -a`
- Checking disk space usage with `df`: `df -h`

These additional tips and tricks will further enhance your command line skills. Feel free to explore and experiment with these commands to become a Linux command line expert!

Stay tuned for more tips and tricks in future updates!
How do Web3 Games dominate over traditional games?
Tags: web3gamedevelopmentcompany, web3gamedevelopmentservices, web3gamedevelopment, webdev
Published: 2023-07-17 12:16:22

Web3 gaming, also known as blockchain gaming, refers to games built on decentralized platforms and powered by blockchain technology. This approach provides several business benefits over traditional gaming platforms. Let me explain some key advantages of Web3 gaming over traditional games.

**Decentralization**
The core concept of web3 gaming is decentralization, which means it is a peer-to-peer network without third-party involvement.

**Interoperability**
Web3 Gaming platforms are interoperability between different blockchain platforms. That means the platform can easily interact with other decentralized applications, marketplaces, and more.

**Privacy and security**
Web3 gaming platforms are designed for highly secured privacy by encrypting user data and players can control their data.

**Transparency**
As we know web3 gaming platforms are decentralized and also give a transparent and tamper-proofing gaming experience. This fosters trust, makes more reliability between players, and developers, and improves the credibility of gaming platforms.

**True ownership**
In Web3 gaming, players can control their gaming assets. Blockchain gaming assets like avatars, skins, weapons, and other gaming assets can be tokenized as Non-Fungible Tokens(NFTs), allowing players to buy, sell, and trade their unique gaming assets. 

**Community Governance**
web3 based games often involve community-driven decision-making processes. Within decentralized platforms, gaming updates, feedback and direction of the game will happen according to the community decisions. It will make a more healthy community and also improve the gaming experience.

**Generate Revenue**
We can generate revenue through web3 game platforms like NFT sales, advertisements, and play-to-earn game models.

Overall, Web3 gaming offers a more innovative gaming ecosystem, where players have ownership, control, and the ability to earn value from their gaming activities. Nowadays a lot of entrepreneurs are ready to invest their money in Web3 gaming development. If you have a plan to start a gaming platform just research the best [Web3 game development company](https://breedcoins.com) along with their ratings, reviews, portfolios, experience, cost, and more.
Duel Boot (Ubuntu + window)
Tags: apacheage
Published: 2023-07-17 12:04:19

You have to be sure about following points, before installing dual boot:
1. Make sure you have backup of current data.
2. Ensure that your computer meets the minimum system requirements for both Ubuntu and Windows.
3. Before proceeding, it is a good idea to create recovery drive or system image. It helps to restore windows in case of lose.
4. download ubuntu setup from https://ubuntu.com/download/desktop, and make a bootable Usb using https://rufus.ie/en/.
5. Shrink the windows partition by searching "Disk Management" option from windows search.
6. **Point to focus: Configuration settings used be in UEFI not legacy else you may have issues.**
7. Reinstall or shutdown the system and then start and press "F12,F5 etc.." to enter in boot menu & follow the installation steps.
8. Once the Ubuntu installation is complete, restart your computer.
9.If you want to change the default operating system that loads by default, you can usually do so through the boot menu or the BIOS/UEFI settings.
HTML Brief Intro 😎
Tags: iwritecode, hiteshchoudary, webdev, html
Published: 2023-07-08 07:14:50

``HTML (Hypertext markup language) is the reason behind creating web pages and is often called the skeleton of a webpage. HTML is generally a collection of tags known as HTML elements, which define the structure of the webpage.

A webpage is basically made up of two parts: the head tag and the body tag. The head tag contains meta tags, as well as other link tags to CSS and JavaScript files. This section is hidden and not displayed on the webpage itself. They are used for search engine optimization and other purposes like providing information about the page. On the other hand, the body tag represents the visible content of the webpage. It includes tags like paragraphs and heading tags such as. Both the head and body tags are nested within the HTML tags, which serve as the root tags. This is how HTML is utilized to structure the content on a webpage.





HTML tags are used to display content on the webpage. For example, paragraph tag <p> Hello World! <p> Enclose the content to be displayed as a paragraph. Notice that HTML tags consist of an opening and closing tag, with the content placed in between. However, some HTML tags do not require a closing tag, like the <br> tag which is used to create a line break.

HTML elements can also have attributes used to style or add properties to the HTML tag. For instance, the image tag has characteristics like height and width, which define the dimensions of the image to be displayed on the screen. These attributes are specified within the opening tag of the element. Here are some common HTML tags:

//<h1> Heading tag with the largest size.

//<h2> Heading tag with a size smaller than h1.

//<p> Used to create paragraphs.

//<img> Image tags are used to display images on the screen.

//<a> Anchor tags create hyperlinks that link to other web pages or documents.

//<ul> creates an unordered list.

//<table> used to display data in tabular format.
.NET 7, Angular, Clean Architecture, Clean Code, SOLID Principles (GitHub)
Tags: dotnet, angular, csharp
Published: 2023-07-17 11:52:54

**Project using .NET, Angular, Clean Architecture, Clean Code, SOLID Principles, KISS Principle, DRY Principle, Fail Fast Principle, Common Closure Principle, Common Reuse Principle, Acyclic Dependencies Principle, Mediator Pattern, Result Pattern, Folder-by-Feature Structure, Separation of Concerns.**

**https://github.com/rafaelfgx/Architecture**
🍽️ Enhanicing a Restaurant with Microservices Architecture! 🍽️
Tags: microservices, softwareengineering, learning, discuss
Published: 2023-07-17 11:50:22


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/75mneog9kq0fksbld6ov.png)

Imagine you're running a busy restaurant with different departments, each offering its own special dishes. 🏙️ Now, let's see how Microservices Architecture can totally transform the way your restaurant works:


1. 📋 Service Registry (Restaurant Reservation System):

  Just like a reservation system at the restaurant's front desk, the Service Registry keeps track of all the specialized staff members (microservices) available in your restaurant. Each staff member has a unique role, like a chef, bartender, waiter, and dessert expert. When a new staff member joins or changes their expertise, you update the reservation system, ensuring smooth coordination and excellent service.



2. 👩‍🍳 Micro-Services (Specialized Staff):

  Think of each specialized staff member in your restaurant as a microservice. The chef expertly prepares mouthwatering dishes, the bartender crafts delightful cocktails, the waiter ensures impeccable service, and the dessert expert creates delectable sweets. Each staff member focuses on their own area of expertise, just like microservices handle specific tasks in your restaurant.



3. 🚪 API Gateway (Restaurant Host/Hostess):

  The API Gateway acts as the restaurant's host/hostess and main service counter at the entrance. 🎉 Customers (clients) walk in, place their orders at the main service counter, and the host/hostess (API Gateway) greets them, arranges their seating, and guides each customer to the right specialized staff member (microservice) based on their preferences and needs.



🌟 The Magic of Microservices:🌟

With Microservices Architecture in place, your restaurant flourishes with efficiency, scalability, and seamless teamwork:



- 🚀 Speedy Service & Smooth Operations: Specialized staff members (microservices) work independently, reducing wait times and providing faster service to customers.

- 🎯 Efficient Use of Resources: Each microservice focuses on its specific job, optimizing resource usage and ensuring top-quality in every aspect.

- 🔁 Flexibility & Creativity: Your restaurant can easily adapt to changing trends and customer demands. New dishes, cocktails, and services can be added or modified without any hassle.

- 💼 Freedom for Teams & Better Collaboration: Just like each staff member excels in their role, your development teams can work independently on microservices. This autonomy boosts innovation and fosters excellent teamwork, resulting in outstanding outcomes.



So, the next time your customers enjoy a delightful dining experience at your restaurant, they'll know that you've embraced Microservices Architecture to create an amazing feast! 🍴




#Microservices #SoftwareArchitecture #RestaurantAnalogy #Efficiency #Scalability #Innovation #Teamwork #TechnologyTrends #CustomerExperience #DevelopmentParadigm
Managing Datasets with Azure ML Studio
Tags: azure, machinelearning, datascience, tutorial
Published: 2023-07-17 11:48:54

If you are working on a Machine Learning project, you know how important it is to explore and transform your datasets. You want to get a good sense of what your data looks like and how you can improve it for your model. That’s why Azure Machine Learning Studio is a powerful tool that lets you manage different versions of your datasets with ease. In this post, I will show you some of the cool features of Azure Machine Learning Studio that can help you with your data analysis and preparation.

This picture shows you how to find or create your datasets and how to manage different versions of them.

![Azure Machine Learning Studio Datasets](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/xp3jlh8q31lag2dznc06.png)

When you select a dataset, you can see its details and some useful features:

 - **Tags:** You can use tags to organize and categorize your datasets according to your team’s needs. For example, I created a `MelkRadar State` tag with the value of `Final` to filter it later.
  - **Markdown Description**: You can write anything in Markdown in the description field. This is very handy for documenting your data profiling and analysis in a structured and clear way. You can set up a standard format for your team to follow in the description.

![Azure Machine Learning Studio Dataset details](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ac4vkwzy6zgvd7lvu50y.png)

As you see in the tabs, you can see which models or jobs have used this dataset in the *Models* and *Jobs* tabs.


![Azure Machine Learning Studio Dataset Action Bar](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/yj66i91xyhnairf7l5oo.png)

You can also create a new version of the dataset or archive it from this page.

But the feature that I find most impressive is that you can profile the dataset and see the results attached to that version right here.

By profiling a dataset, you can gain insights and clarity from the vivid diagrams.

![Azure Machine Learning Studio Dataset Profile](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ys6tc8zdtlxctij5kmrt.png)

## Conclusion
Azure Machine Learning Studio offers a lot of benefits for working with datasets, as you can see from this blog. Our MelkRadar AI team uses it to manage our datasets and collaborate more effectively.
Microsoft SQL Server: Güçlü ve Ölçeklenebilir Veri Yönetimi
Tags: mssql, database, beginners
Published: 2023-07-17 11:41:48


Günümüzün dijital dünyasında veri, işletmelerin başarısı için hayati bir varlık haline gelmiştir. Büyük veya küçük ölçekli işletmeler, müşteri bilgileri, envanter verileri, finansal bilgiler ve daha fazlası gibi çeşitli veri türlerini etkili bir şekilde saklamak, yönetmek ve sorgulamak için veritabanı yönetim sistemlerine ihtiyaç duyarlar. Bu noktada, Microsoft SQL Server gibi popüler bir veritabanı yönetim sistemi, güçlü ve ölçeklenebilir bir çözüm sunarak verilerin etkin bir şekilde yönetilmesini sağlar.

Microsoft SQL Server, Microsoft tarafından geliştirilen ve yaygın olarak kullanılan bir veritabanı yönetim sistemidir. İşletmelerin geniş veri tabanlarını güvenli ve verimli bir şekilde yönetmelerine olanak tanır. İşte Microsoft SQL Server'ın bazı temel özellikleri:

- Veri Güvenliği: Microsoft SQL Server, veri güvenliğine büyük önem verir. Gelişmiş erişim kontrol mekanizmaları, şifreleme, veri sıkıştırma ve güvenlik duvarı gibi özelliklerle verilerinizin gizliliğini ve bütünlüğünü korur.

- Yüksek Performans: Microsoft SQL Server, hızlı ve ölçeklenebilir bir performans sunar. Gelişmiş sorgu optimizasyonu, veri depolama ve endeksleme mekanizmaları, veritabanınızın hızlı ve verimli çalışmasını sağlar.

- Veri Bütünlüğü: Microsoft SQL Server, veri bütünlüğünü sağlamak için çeşitli kısıtlamalar, tetikleyiciler ve referanslar sunar. Benzersiz anahtarlar, yabancı anahtarlar ve veri doğrulama kuralları gibi mekanizmalarla verilerinizin doğruluğunu ve tutarlılığını garanti altına alır.

- İş Zekası ve Veri Analizi: Microsoft SQL Server, kapsamlı iş zekası ve veri analizi özellikleri sunar. Bu sayede, verilerinizi etkin bir şekilde işleyebilir, analiz edebilir ve raporlayabilirsiniz.

- Ölçeklenebilirlik: Microsoft SQL Server, büyüyen işletmelerin ihtiyaçlarını karşılamak için ölçeklenebilir bir yapı sunar. Sunucu kümesi oluşturma, yük dengeleme ve veri tabanı replikasyonu gibi özellikler sayesinde, veritabanınızın kapasitesini artırabilir ve gerektiğinde yeni sunucular ekleyebilirsiniz.

- Kolay Kullanım ve Yönetim: Microsoft SQL Server, kullanıcı dostu bir arayüze sahiptir ve geniş bir dokümantasyon ve topluluk desteği mevcuttur.

Microsoft SQL Server, güçlü ve ölçeklenebilir veri yönetimi için tercih edilen bir çözümdür. İşletmelerin verilerini güvenle saklamasına, hızlı sorgular yapmasına, veri analizi yapmasına ve iş zekası sağlamasına olanak tanır. Microsoft'un geniş ürün yelpazesi ve aktif topluluğu, destek ve kaynaklara kolayca erişebilmenizi sağlar. Bu nedenle, Microsoft SQL Server, modern işletmelerin veri yönetimi ihtiyaçlarını karşılamak için güvenilir bir seçenektir.
Wunderlist For Windows – Your Own Task Manager
Tags: wunderlist, windows, download, todo
Published: 2023-07-17 11:36:54

**Manage Your Tasks : Wunderlist for Windows**

Due to its distinctive appearance and assortment of useful capabilities, Wunderlist for Windows is a task management programme that stands out from the competition.

The first thing you notice with Wunderlist is its straightforward, minimalistic user interface, which is strikingly reminiscent to those used by iPhone applications. Wunderlist is a delight to use because to its layout and the program’s support for keyboard shortcuts and drag & drop.

You may create as many tasks as you need in Wunderlist, organise them into custom lists, give each one a due date, and highlight the ones that are particularly crucial. There is only one requirement: Since there isn’t much place for text, these activities must be quite precise.

But the best feature of Wunderlist is that, as long as you register for a free account on the Wunderlist website, you can quickly sync all of your tasks across different machines. Once the Wunderlist developers release an app, syncing will also function with cellphones.

Wunderlist is a chic task management tool with cross-platform synchronisation capabilities.

Read Full Article at https://hecodesit.com/wunderlist-for-windows/