teleren/devto huggingface dataset:
Amazon Personalize Overview
Tags: aws, machinelearning, cloud, ai
Published: 2024-03-05 20:37:00

It is a **fully machine learning service** to build apps with real-time personalized **recommendations**.

So what could be a recommendation?
For example, a personalized product recommendation, or re-ranking, or customized direct marketing.

For example, a user has bought a lot of gardening tools, and you want to provide recommendations on the next one to buy based on a personalized service.

So this is the same technology used by [Amazon.com](Amazon.com).
When you go and shop on [Amazon.com](Amazon.com) and after buying a few products, what you will see is that Amazon.com start recommending products in the same category or in completely different categories based on how you've been searching and how you've been buying and user interest and that kind of things.

So, you read your input data from Amazon S3, for example, it could be user interactions, those kind of things.

Also, you can use the **Amazon Personalize API** to have real-time data integration into the Amazon Personalize service, and then this will expose a customized personalized API for your **websites and applications**, your **mobile applications**.
Also, you can send **SMS** or **emails** for personalization as well.

You have all these integrations.
**It takes days to build this model**, not months, and you don't need to build, train, and deploy ML solutions, you can just use this bundled as is.

Some use cases is going to be retail stores, and media, and entertainment.


[GitHub](https://github.com/a00ayad00)
[LinkedIn](https://www.linkedin.com/in/a00ayad00)
[Facebook](https://m.facebook.com/a00ayad00)
[Medium](https://a00ayad00.medium.com/)
It's okay to use Laravel's Database Queue Driver in Production
Tags: laravel, database, queue
Published: 2024-03-05 20:30:31

For years, I've relied on the Database Queue Driver for small and mid-sized Laravel applications, despite a persistent whisper in my ear warning me, "Taylor Otwell himself says it was not intended for production." 

![Github Discussion, Taylor Otwell responding ](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/oi4wt4vh3182q9tj54d4.png)

This cautionary statement has made its way around the community and has continued to pop up in Reddit threads and Twitter conversations over the past few years. And I had memorized it too.

So I was a bit surprised when Taylor casually mentioned in one of the recent [Laravel Podcast episodes](https://www.youtube.com/watch?v=hGGpiVe5E7E&t=910s) that queues in the database "have become more and more robust, so you can actually use the database driver for queues in production."

It turns out that this is not actually news from 2024, but has not been as much of a problem for several years as it was in 2016. Mohammad Said, a former Laravel employee and an expert on the queuing system for Laravel, already [addressed this in 2021](https://divinglaravel.com/a-production-ready-database-queue-diver-for-laravel)

I didn't know anything about this. Obviously I didn't recheck what I had remembered. And so I still had a bad feeling when I relied on the database driver in production scenarios.

Just because something works "out of the box" and is considered production-ready does not, of course, mean that it is always the optimal choice. For many applications, a robust solution like Redis might be better suited. However, the realization that the database driver is a viable option is a significant revelation.

So, this isn't groundbreaking news, but maybe I'm not the only one who missed this information or you still have this false impression. For my part, I am glad that I can now use the database driver for queues for smaller applications without any stomach ache.
New to Coding
Published: 2024-03-05 20:00:58

See my first HTML code
<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Enrol to IYF</title>
</head>
<body>
    <h1>Enrol to IYF</h1>

    <form>
        <section>
            <label for="fullName">Full Name</label>
            <input type="text" id="fullName" name="fullName" required>
        </section>

        <section>
            <label for="age">Age</label>
            <input type="number" id="age" name="age" required>
        </section>

        <section>
            <label for="gender">Gender</label>
            <select id="gender" name="gender">
                <option value="-Please select-">-Please Select-</option>
                <option value="male">Male</option>
                <option value="female">Female</option>
                <option value="other">Other</option>
            </select>
        </section>
        
        <section>
            <label for="phonenumber">Phone Number</label>
            <input type="number" id="phonenumber" name="phonenumber" required>
        </section>

        <section>
            <label for="courseenrolled">Course To Enrol</label>
            <select id="courseenrolled" name="courseenrolled">
                <option value="-Please select-">-Please Select-</option>
                <option value="ComputerProgramming">Computer Programming</option>
                <option value="ComputerPackages">Computer Packages</option>
                <option value="GraphicDesign">Graphics Design</option>
                <option value="UIUX">UI UX</option>
                <option value="VideoEditing">Video Editing</option>
                <option value="Electrical">Electrical</option>
                <option value="Korean">Korean</option>
            </select>
        </section>
        <section>
            <label>
                <input type="checkbox" id="TermsAndConditions" name="TermsAndConditions">
                Agree To Terms and Conditions
            </label>
        </section>

        <button type="submit">Submit</button>
    </form>
</body>
</html>
Need help improving your Tailwind CSS-based UI components?
Tags: tailwindcss, rails, design
Published: 2024-03-05 20:00:00

Are you stuck with the UI of a certain Tailwind CSS-based component, not sure how to up your ViewComponent? 

I want to try something new. Send me the HTML (with Tailwind CSS classes) to (using something like [Tailwind Play](https://play.tailwindcss.com/)) of something that you are not sure off how it can get better. I will “rebounce” it with a version that I think works better (based on 25+ years of web experience). 

No strings attached! My goal is to share these before/after snippets on the [Rails Designer](https://railsdesigner.com/) site for others to learn from. 


## How? 

You can share the links to the snippets below in the comments or [by email](snippets@railsdesiger.com). Don't forget to include some information about the app it's used so others can check it in context.
⚠️Problems are just opportunities for solutions: What I learned today
Tags: learning, coding, problemsolving, fachinformatiker
Published: 2024-03-05 19:50:43

Today I struggled with solving a problem at work. So I activated my search machine and looked for some methods for problem solving. I found a lot of descriptions but nothing of these advices worked...
Then I discovered a good and quite simple list of steps to follow.

**When you can describe it you get it**

It's something I thought I already know. But when reading it, I got a new view on this topic. Why not writing a complete story of the problem. So I fired up a text editor and wrote my problem story aaannnd it worked! 
The story involved all views and perspectives of the problem. What is the problem about? How did the problem arise? With which solved problems is this problem comparable? 

All this lead to my solution!!! What do you think about this approach? Which other ways do you have to handle complex problems? 
Let me know I'm happy to read your comments
Crafting Clear Case Studies: Junior Designer Insight
Published: 2024-03-05 19:44:46

As a junior designer, here's an insight from a recruiter's perspective: clear and concise case studies are essential. If your project lacks clarity in solving design problems, it can raise doubts about handling real, high-stakes projects. But fear not, it's all about showcasing your problem-solving skills effectively!

I’m Take the opportunity to detail your design journey in your portfolio. Show recruiters how you approached challenges, collaborated with teams, and ultimately delivered results. It's not just about what you did, but how you did it.

Let's use our portfolios as a platform to demonstrate our problem-solving mindset and dedication to delivering value. By presenting clear, concise, and compelling case studies, we can instill confidence in our abilities and open doors to exciting opportunities.

So, as junior designers, let's make every project, no matter how small, a testament to our skills and commitment to excellence. Together, we'll build trust and pave the way for success in the dynamic world of design.
Importance of Semantic HTML for SEO & Accessibility
Tags: webdev
Published: 2024-03-05 19:40:10

In the web development, the  structure and understanding are essential for a complete web development. Then semantic HTML is  a subset of HTML where the structure and meaning of the information are prioritized over its aesthetic presentation and HTML tags are used to express the meaning of the data or content they enclose is known as semantic HTML.
Web developers may effectively communicate the hierarchy and arrangement of their information by employing semantic components like <h1>, <h2> and <p>. This makes it easier and clearer for both people and machines to interpret and comprehend the structure and content of the webpage as well as making it more visible on engines.
Semantic HTML can also increase a web page's click-through rate and well-organized searches as the user will be able to scan the page to see if the information they're looking for on the engines
The use of semantic HTML is essential for improving the accessibility of websites even to those able differently as this enables the developer to give assistive technologies like screen readers an organized and unambiguous means to explore and comprehend the content of a webpage. Like for example, it is easier for screen readers to determine the primary subject of a web page when the main heading is defined using the <h1> element or  <p> for a paragraph therefore all this can facilitate easier navigation for persons with visual impairments.
Semantic elements like <h1> for headers, <nav> for navigation, and <article> for separate content allow screen readers to accurately represent the hierarchy and page layout because they offer context and structure
Impressive Fund Recovery Professionals!
Tags: cryptocurrency, fundrecovery, hackers, professionals
Published: 2024-03-05 19:33:08

Impressive Fund Recovery Professionals!

thecybergoat_techie_com are some experienced Hackers and their service was quite smooth. Gratitude and appreciation goes to this organization. Honestly, they are just the best after helping out recover my stolen ETH earlier last month. To begin with, I would like to say am so grateful and thankful for thecybergoat's help in recovering my $375, 000 worth of stolen funds that I had held up in some mining pool. At first I didn’t believe they would be able to help me recover the money but later on, I was astonished and amazed on how they were super resourceful and professional too in conducting the retrieval. I was able to recover over 90% of my funds within a week. I simply had to pass a word of recommendation to anybody that just got swindled and needs help with recovery. If you also need help to recover your money from some online swindlers, you can email this recovery team(thecybergoat_techie_com) and I'm certain they can do any recovery from any organization if they were able to crack my case!
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/f9cpqxhdm93aearx5g5q.jpeg)
How to Install Detectron2 on Windows
Tags: computervision, segmentation, productivity
Published: 2024-03-05 19:32:51

Detectron2 is a powerful open-source object detection and segmentation framework built by Facebook AI Research. It's widely used for research and development in computer vision applications. However, installing Detectron2 on Windows 11 can be a bit tricky due to various dependencies. In this guide, I will take you through the step-by-step process to set up Detectron2 on your Windows 11 system.

## Step 1: Set up a Conda Environment
First, let's create a new conda environment to isolate the installation:

```
conda create --name detectron2_env python=3.11.7
conda activate detectron2_env
```

## Step 2: Install CUDA
If you have an NVIDIA GPU, you'll need to install the CUDA toolkit. Ensure you have the correct version compatible with your GPU:

```
conda install cuda=12.1 -c nvidia
```

## Step 3: Install PyTorch
Install PyTorch with the required CUDA version:

```
conda install pytorch==1.9.1 torchvision==0.10.1 torchaudio==0.9.1 cudatoolkit=12.1 -c pytorch -c nvidia
```
For other versions of CUDA, and the required PyTorch version, you can refer to [https://pytorch.org/get-started/locally/](url).

In case you are on CPU, use

```
conda install pytorch torchvision torchaudio cpuonly -c pytorch
```
## Step 4: Update Visual C++ Redistributable
Ensure your system has the latest Visual C++ Redistributable installed. You can download and install it from the official Microsoft website.

## Step 5: Install Cython and COCO Tools
Cython is a prerequisite for building Detectron2, while COCO tools required for evaluation:

```
pip install cython
conda install conda-forge::pycocotools
```

## Step 6: Clone Detectron2 Repository
Clone the Detectron2 repository from GitHub:

```
git clone https://github.com/facebookresearch/detectron2.git
```

## Step 7: Install Detectron2

```
python -m pip install -e detectron2

```

That's it! You've successfully installed Detectron2 on your Windows 11 system. You can now start using it for various computer vision tasks like object detection, instance segmentation, and more.

Remember to activate your conda environment whenever you want to work with Detectron2.

Happy coding!🤗🤗
IMPORTANCE OF SEMANTIC HTML SEO AND ACCESSIBILTY
Published: 2024-03-05 19:30:19

The Importance of Semantic HTML for SEO and Accessibility
The Importance of Semantic HTML for SEO and Accessibility
One main component of web development that has been gaining in prominence recently is semantic HTML. It is a subset of HTML where the structure and meaning of the information are prioritized over its aesthetic presentation. The purpose of this article is to go over the value of semantic HTML for accessibility and Search Engine Optimization (SEO), and how it  helps both web developers and users;
ARU are used by search engines like Google to crawl and index online sites. These algorithms assess a web page's relevancy to a user's query by examining its structure and content. Search engines can now comprehend a web page's content in an organized and understable way 
Web developers  communicate the hierarchy and arrangement of their information by employing semantic components like <h1>, <h2>, <p>, and <ul>. This improves a web page's exposure and ranking in search results by making it simpler for search engines to comprehend the primary subjects and subtopics of the page.

Semantic HTML can also increase a web page's click-through rate (CTR). Users are more likely to click on a search result that has well-organized material and distinct headings. This helps  the user's ability to rapidly scan the page to see if the information they're looking .
When a website is considered accessible, it means that individuals with impairments, such as those who are visually or hearing challenged or have mobility problems, can use it. 
The use of semantic HTML is essential for improving the accessibility of websites. Web developers can give assistive technologies like screen readers an organized and unambiguous means to explore and comprehend the content of a webpage by incorporating semantic features.
It is simpler for screen readers to determine the basic subject of online page when the main heading is defined using the <h1> element. In a similar vein, making an unordered list with the <ul> and <li> components can facilitate easier navigation for persons with visual impairments.
Semantic HTML, in summary, is an effective tool for accessibility and SEO. Web developers can increase search engine rankings and visibility by employing semantic components to make webpages easier for search engines to understand and index.
 Semantic HTML also ensures that everyone can access and use online material by improving website accessibility for those with disabilities. Semantic HTML is becoming more and more important as web developing.
Top 5 Freelancing website in 2024
Published: 2024-03-05 19:16:41

**Upwork**: One of the largest freelancing platforms with a wide range of job categories. Upwork offers features like hourly or fixed-rate contracts, project milestones, and secure payment systems.
**
Freelancer**: Freelancer.com connects freelancers with clients worldwide. It features various job categories, contests, and a milestone payment system.

**Fiverr**: Fiverr is known for its gig-based platform where freelancers offer services starting at $5. It covers a broad range of categories including graphic design, writing, programming, and more.

[
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/mu2gmdnf4u9yvqvtti76.jpeg)Read more...](url)https://cybercity12345.blogspot.com/2024/03/top-5-freelancin-wabsite-in-2024.html?m=1#comments
lip & eye makeup remover
Published: 2024-03-05 18:56:33


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/0ovrc1xo7u573buuizit.jpg)Meet Alex John, your gateway to advanced skincare solutions! As the Marketing Manager at Refresh Relay, I'm committed to delivering transformative experiences in skincare and beauty. Explore our top-tier [lip & eye makeup remover](https://refreshrelay.com/product/lip-and-eye-makeup-remover/
) for impeccable results.
Introducing Tab Closer Pro: Close Tabs More Easily
Tags: chrome, extensions, browser, javascript
Published: 2024-03-05 18:43:25

Hey everyone! Do you ever find yourself drowning in a sea of open tabs while browsing? I know I do!.

[Tab Closer Pro](https://chromewebstore.google.com/detail/tab-closer-pro/dbpgdhpcdmbglccedednilahahdlnaio) simplifies your browsing by organizing all your tabs by domain. No more endless scrolling to find that one tab buried in the chaos! With Tab Closer Pro, everything is neatly grouped together, making it super easy to navigate and manage your tabs.

But here's the best part – with just a click, you can close all tabs from a specific domain. It's like magic for decluttering your browser!

So if you're tired of tab overload and want to take back control of your browsing, give Tab Closer Pro a try.

Its also a open source project. the source code can found at github.

Source Code: [Github](https://github.com/plsankar/tabcloserpro)

Install the extension: [Chrome Webstore](https://chromewebstore.google.com/detail/tab-closer-pro/dbpgdhpcdmbglccedednilahahdlnaio)
6 REMOTE JOBS FOR BACKEND DEVS 💻
Published: 2024-03-05 18:41:30

Are you on the lookout for new job opportunities as a Backend Developer?

In this post, I'll be sharing 6 (six!) exciting remote jobs that could be the next step in your career. Get ready to uncover opportunities that will allow you to take your talent to the next level.

Keep reading to find your next professional challenge.

📣 Job Search #1:
📢 Position: Backend Engineer Accounting & Reporting Systems
🏢 Company: Polychain
📍 Location: Remote.
📅 Date: 2024-02-28
💰 Salary: $65k - $115k
🔗 View: https://www.opentoworkremote.com/view/720296

----

📣 Job Search #2:
📢 Position: Remote PHP Backend Engineer (Mid-Level)
🏢 Company: Prep Kitchen
📍 Location: Remote.
📅 Date: 2024-02-28
🔗 View: https://www.opentoworkremote.com/view/720042

----

📣 Job Search #3:
📢 Position: Backend Engineer - API
🏢 Company: Argyle
📍 Location: Remote.
📅 Date: 2024-02-27
🔗 View: https://www.opentoworkremote.com/view/719611

----

📣 Job Search #4:
📢 Position: Pessoa Desenvolvedora Backend Sênior - Java
🏢 Company: Zup
📍 Location: Remote.
📅 Date: 2024-02-25
🔗 View: https://www.opentoworkremote.com/view/719196

----

📣 Job Search #5:
📢 Position: General Interest - Backend Engineer
🏢 Company: LeafLink
📍 Location: Remote.
📅 Date: 2024-02-22
🔗 View: https://www.opentoworkremote.com/view/718117

----

📣 Job Search #6:
📢 Position: Staff Software Engineer, Backend
🏢 Company: Redwood Materials
📍 Location: Remote.
📅 Date: 2024-02-21
🔗 View: https://www.opentoworkremote.com/view/716834

----

You can explore these opportunities and more at: www.OpenToWorkRemote.com

----

And remember, every application is an opportunity to grow and learn. Maintain determination and confidence in yourself as you navigate through your job search. The nice job for you is out there, keep searching and never give up.

"Have faith and you will triumph".


Best Of Luck!
Mauro.-
pyaction 4.29.0 Released
Tags: github, docker, python, showdev
Published: 2024-03-05 18:41:26

## TL;DR

I just released [pyaction](https://github.com/cicirello/pyaction) 4.29.0, a [Docker container with Python, git, and the GitHub CLI](https://dev.to/cicirello/pyaction-a-docker-container-with-python-git-and-the-github-cli-930). You can pull pyaction from either the [GitHub Container Registry](https://github.com/cicirello/pyaction/pkgs/container/pyaction) or from [Docker Hub](https://hub.docker.com/r/cicirello/pyaction).

This release updates the version of the GitHub CLI included in the container to 2.45.0.


## Changelog 4.29.0 - 2024-03-05

### Changed
* Bumped GitHub CLI to 2.45.0.


## Current Version List

This latest release of pyaction includes the following:
* Python 3.12.2
* [GitHub CLI 2.45.0](https://github.com/cli/cli/releases/tag/v2.45.0)
* git 2.39.2
* curl 7.88.1
* gpg 2.2.40



## More Information

Please consider starring pyaction's GitHub repository:

{% github cicirello/pyaction %}

For more information, see pyaction's webpage:

{% embed https://actions.cicirello.org/pyaction/ %}



## Where You Can Find Me

Follow me [here on DEV](https://dev.to/cicirello) and on [GitHub](https://github.com/cicirello):

{% user cicirello %}
Retornando um arquivo para a versão anterior
Tags: git, gitflow, github
Published: 2024-03-05 18:20:59


Retornando entre *branchs*
- `git checkout dev -- caminho/relativo/para/o/arquivo.file`


Retornando entre *commits*
- Primeiro `git log -- relative_path\file.name`
- Verificar os commits envolvidos nesse arquivo e pegar o *hash*
- Fazer checkout do arquivo `git checkout hashid -- file_with_path`
The Best Website Development Company In Ambala
Tags: webdev
Published: 2024-03-05 17:59:37

The Best Website Development Company In Ambala

Web Development encompasses all the steps needed to build a fully functional, secure, and optimized website or web application and make it available online. 

Companies like TEEMERS are at the forefront, helping businesses thrive in this digital landscape. With a team of passionate professionals, TEEMERS delivers exceptional IT solutions for every aspect of a business's online presence. From building intuitive, responsive websites to implementing digital marketing strategies, TEEMERS has the skills to transform any company into a leader in their industry. Their services in web development, paid ads, and more make them a strategic partner for success in today's tech-driven world. By leveraging their expertise, businesses can reach new heights and realize their full potential through an engaging, accessible online presence that connects them to customers across channels. With TEEMERS as a guide, companies can confidently navigate the digital world.

Crafting cutting-edge online experiences, TEEMERS fuses innovation and expertise to elevate your digital presence. With masterful design, development, and strategy, they sculpt stunning websites and apps that captivate customers.  The future of digital is here - are you ready to thrive with TEEMERS?

For more information, Visit our website : https://teemers.in/