teleren/devto huggingface dataset:
One Bit Explainer: Neural Networks
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-21 09:26:05

*This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*

## Explainer

<!-- Explain a computer science concept in 256 characters or less. -->

Neural networks enable computers to learn from data patterns and relations. Inspired by the human brain, they process information through interconnected layers of nodes, thriving in solving hard-to-systematize problems such as image and speech recognition.

## Additional Context
This week, I participated in a [TensorFlow.js](https://www.tensorflow.org/js) workshop that was a great motivation to start learning about AI. I loved the session, and truly believe that with AI being more and more present in our lives, it's so important to break down its magic by developing a basic understanding of the technologies behind it.

![A meme where SpongeBob is holding a rainbow with the text 'AI just like magic'](https://www.memecreator.org/static/images/memes/5589884.jpg)

And for anybody who is interested in learning about AI, while researching, I found this book by Michael Nielsen: [Neural Networks and Deep Learning book](http://neuralnetworksanddeeplearning.com/). It has great explanations and helped me grasp some basic concepts.

<!-- Please share any additional context you think the judges should take into consideration as it relates to your One Byte Explainer. -->

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<!-- Thanks for participating! -->
OSPF vs. RIP: A Comparison of Interior Gateway Protocols
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-21 08:51:42

*This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*

## Explainer

OSPF and RIP are different roads:
- OSPF is a well-planned city highway, managing traffic capably with clear signs and fast adjustments.
- RIP is a simpler, slower rural road network, with fewer signs, suited for smaller towns with fewer routes to manage.

<!-- Please share any additional context you think the judges should take into consideration as it relates to your One Byte Explainer. -->

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Top 10 Cybersecurity Tools. Effective open-source.
Tags: opensource, cybersecurity, programming, beginners
Published: 2024-06-21 08:47:52

## Ehy Everybody 👋

It’s **Antonio**, CEO & Founder at **[Litlyx](https://litlyx.com).**

I come back to you with a curated **Awesome List of resources** that you can find interesting.

Today Subject is... 
```bash
Top 10 Cybersecurity Tools
```

---
### Leave a **star** on our open-source [repo](https://github.com/Litlyx/litlyx) on git if you like it!
---

## Let’s Dive in!

[![Awesome](https://awesome.re/badge.svg)](https://awesome.re)
---

## Top 10 Cybersecurity Tools. Effective open-source security tools.

A curated list of 11 effective open-source cybersecurity tools.

## 1. **[nmap/nmap](https://github.com/nmap/nmap)** ![GitHub Stars](https://img.shields.io/github/stars/nmap/nmap.svg?style=social)
- Network discovery and security auditing.

## 2. **[hashcat/hashcat](https://github.com/hashcat/hashcat)** ![GitHub Stars](https://img.shields.io/github/stars/hashcat/hashcat.svg?style=social)
- Advanced password recovery tool.


## 3. **[aircrack-ng/aircrack-ng](https://github.com/aircrack-ng/aircrack-ng)** ![GitHub Stars](https://img.shields.io/github/stars/aircrack-ng/aircrack-ng.svg?style=social)
- WiFi security auditing tools suite.


## 4. **[sqlmapproject/sqlmap](https://github.com/sqlmapproject/sqlmap)** ![GitHub Stars](https://img.shields.io/github/stars/sqlmapproject/sqlmap.svg?style=social)
- Automatic SQL injection and database takeover tool.


## 5. **[OpenVPN/openvpn](https://github.com/OpenVPN/openvpn)** ![GitHub Stars](https://img.shields.io/github/stars/OpenVPN/openvpn.svg?style=social)
- Secure, enterprise-grade VPN solution.

## 6. **[OSSEC/ossec-hids](https://github.com/OSSEC/ossec-hids)** ![GitHub Stars](https://img.shields.io/github/stars/OSSEC/ossec-hids.svg?style=social)
- Open Source Host-based Intrusion Detection System.

## 7. **[TheHive-Project/TheHive](https://github.com/TheHive-Project/TheHive)** ![GitHub Stars](https://img.shields.io/github/stars/TheHive-Project/TheHive.svg?style=social)
- Scalable, open-source Security Incident Response Platform.

## 8. **[cuckoosandbox/cuckoo](https://github.com/cuckoosandbox/cuckoo)** ![GitHub Stars](https://img.shields.io/github/stars/cuckoosandbox/cuckoo.svg?style=social)
- Automated malware analysis system.

## 9. **[zeek/zeek](https://github.com/zeek/zeek)** ![GitHub Stars](https://img.shields.io/github/stars/zeek/zeek.svg?style=social)
- Powerful network analysis framework.

## 10. **[beefproject/beef](https://github.com/beefproject/beef)** ![GitHub Stars](https://img.shields.io/github/stars/beefproject/beef.svg?style=social)
- Browser Exploitation Framework.

---
### Leave a **star** on our open-source [repo](https://github.com/Litlyx/litlyx) on git if you like it!
---

*I hope you like it!!*

Share some love in the comments below.

Author: Antonio, CEO & Founder at [Litlyx.com](https://litlyx.com)
Euro 2024 Player Popularity in their Country on Google Trends - Group B
Published: 2024-06-21 08:44:43

Google Trends data for the players of the euro 2024 tournament in relation to the trainer of the team. 

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/xx2bnj4uxkldnpf7q7nh.jpg)

06.June till 21.June Group B: Spain, Croatia, Italy, Albania. After the first two matches in the group)

Google Trends data for the players of Group B (Spain, Croatia, Italy, Albania) in relation to the coach of the team. Search volume is restricted to the country of the team.
The numbers next to the player names show their search interest relative to the coach.
Players with a ⭐ reached a higher search volume than the trainer in the give time frame.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/lm02gt0q1paov2i7ob09.jpg)
06.June till 14.June Group B: Spain, Croatia, Italy, Albania. Before the tournament started.
End of the 16gb RAM era ?
Tags: developer, devlife
Published: 2024-06-21 17:56:24

---
title: End of the 16gb RAM era ?
published: true
date: 2024-06-21 08:42:41 UTC
tags: Developer,DevLife
canonical_url: https://blog.mandraketech.in/end-of-the-16gb-ram-era
---

Until recently, I always bought computers with 16gb RAM. As a developer, this was important, but also necessary for optimal performance. Specially with tools like Docker, and IntelliJ needing the resources they do. I don't mention Chrome, because that is a choice people make. And I make different decisions. 🙂 

I am seeing that with the advent of Large Language Models, and integration of GenAI tools in the core operating systems, the need for better models, and more memory will show up very soon. Also, I am seeing that the 70b (10+ gb) models are way better than the 3b (1.5+ gb) ones. I know the small ones are only going to get better from here, but remember that the large ones will benefit from that technology too. 

Plus, supporting large context windows will be a requirement, and the "hosted" versions will get increasingly cheaper (like Gmail made "unlimited" email storage mainstream). But, we have to be careful, and remember that one fine day, Google did come back and say that unlimited only means 17gb.

Also, as developers, we tend to work better when we are disconnected ( Airplane mode anyone ? ). So, having a model that works when on the road / plane is always a good idea. And for this reason alone, I prefer running the models on device.

But running these models does not come cheap. With 16gb RAM, I can run the 3b models today, for code completion, blog writing, etc. But, as time passes, I want more out of them. I also have situations where there are multiple models loaded. One for Chat, another for Tab completion. And we will now also get MacOS and Windows run a LLM for OS features. So, memory will start vanishing faster than we will know.

So, my feeling is that my next machine will be a 32GB one. And Apple makes it even more attractive by changing the nomenclature of memory available, from 16gb to 18gb, and from 32gb to 36gb. More the merrier, right ?!
BEWARE OF THE PITFALLS OF THE CRYPTO WORLD
Tags: javascript
Published: 2024-06-21 08:32:31

BEWARE OF THE PITFALLS OF THE CRYPTO WORLD

I fell victim to a crafty scam, but just when I thought all hope was lost, FAST SWIFT CYBER SERVICES emerged as a beacon of light. For a fact, bitcoin is true and is the future of world currencies. I have been using it until I lost 7 BTC in the hands of unregulated brokers. In the wake of losing my monies to this sham investment brokers, I found myself in a state of panic and despair. Fortunately for me, an old friend who previously worked with my uncle referred me to FAST SWIFT CYBER SERVICES. I participated in an in-depth consultation to understand the details of the theft and the extent of the loss I suffered. They created a customized recovery plan that met my specific need using their extensive knowledge of blockchain technology and forensic investigative skills. With their sophisticated and robust technological firewalls, my case was investigated and FAST SWIFT CYBER SERVICES were able to recover my stolen cryptos in less than 72 hours. Working with FAST SWIFT CYBER SERVICES was a transformative experience, not only did they recover my stolen funds, they also demonstrated a level of professionalism that exceeded my expectations. I appreciate them for their help and I wish to recommend them to everyone caught up in systemic scams. Please contact FAST SWIFT CYBER SERVICES for your swift recovery.
Email. fastswift@cyberservices.com
Telephone: +1 303-945-3891
WhatsApp: +1 401 219-5530
Recursion is king.
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-21 08:30:39

*This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*

## Explainer

**Recursion** is a programming technique where a function calls itself to solve smaller instances of a problem. It simplifies complex problems but requires a base case to prevent infinite loops. It's crucial for tasks like navigating data structures.

## Additional Context

<!-- Please share any additional context you think the judges should take into consideration as it relates to your One Byte Explainer. -->

<!-- Team Submissions: Please pick one member to publish the submission and credit teammates by listing their DEV usernames directly in the body of the post. -->

<!-- Don't forget to add a cover image to your post (if you want). -->

<!-- Thanks for participating! -->
NEURAL NETWORK!
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-21 08:29:18

*This is a submission for [DEV Computer Science Challenge v24.06.12: One Byte Explainer](https://dev.to/challenges/cs).*

## Explainer

Brain copycats!Neural networks learn from data, like brains.They're connected "neurons" that adjust to recognize patterns. Used for image recognition, speech translation, and more!

## Additional Context

My explaination give the simplest analogy for neural network relating brain's neuron with artificial neuron of Neural Network as they both process information based on their connections and weights & learn and adapt over time by adjusting the weights between them.

<!-- Don't forget to add a cover image to your post (if you want). -->

<!-- Thanks for participating! -->
How do i develop background call as ten ten app from French?
Tags: help
Published: 2024-06-21 08:28:58

What we want to do

I want to send voice one way even on the lock screen.

What we tried

Adopt a recorded sound source for notifications

　This method did not work. temtem plays the sound in real time when it is connected to the phone in the first place.

Something that utilizes live activity

　Live activity of push notification is taken by the authority (a feature from iOS 17.2).

LiveKit also did not join the call from the background. I found a theory that LiveKit uses this push to talk framework, but it seems that LiveKit cannot join a call in the background either.

It's a mystery why it works even if the call duration is infinite or if you don't have notification privileges.
Best Hotels In Jaipur
Published: 2024-06-21 08:26:40

Welcome to Libra Lords Inn Jaipur, the best hotel in Jaipur, where elegance and comfort blend seamlessly. Situated in the heart of the Pink City, our hotel offers a perfect retreat for both business and leisure travelers. Our rooms and suites are designed with a contemporary touch, providing guests with a luxurious ambiance and modern amenities. Each room features plush bedding, high-speed Wi-Fi, and stunning city views to ensure a memorable stay.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nxe9x5xe0no8dw5ay5sa.jpg)

Savor the flavors of Rajasthan at our exquisite on-site restaurant, where our talented chefs craft delightful dishes using locally sourced ingredients. Unwind at our rooftop pool, offering panoramic views of Jaipur’s skyline, or rejuvenate at our state-of-the-art wellness center with a range of treatments tailored to relax and invigorate.

**Libra Lords Inn Jaipur** also boasts versatile banquet and conference facilities, making it an ideal choice for events and meetings. Our dedicated staff is committed to providing personalized service, ensuring that every guest enjoys an exceptional experience. Discover unmatched luxury and hospitality at the best hotel in Jaipur
**Our Website Visit**: https://www.lordshotels.com/hotels/libra-lords-inn-jaipur-jaipur
Changshu Lirong Textiles Co., Ltd: A Leader in Textile Innovation
Published: 2024-06-21 08:21:31

626b71da820e4bae052a3edd64f7600023ab752c7671aaaf84024d11add36ae1.png

Changshu Lirong Textiles Co. Ltd Innovating Their Textile Demands



They are typically recognized for their quality merchandise, revolutionary procedures, company that was exceptional. In this marketing article, we are going to have the options that come with picking Changshu Lirong Textiles Co. Ltd since their textile team, their innovation, and also the quantity that is real has been wide of those products and services create. 



Top features of Choosing Changshu Lirong Textiles Co. Ltd



They consider their client's criteria by providing these with Rabbit Fur Fabric items that satisfy global criteria. It shall help to ensure their clients have the pros that is most appropriate with regards to money. Along with quality, they you need to protection precautions to ensure that their products or services as solutions try safer to utilize. Consequently, either you're buying clothes for family members since bedding, you may be particular they pass protection guidelines. 



Innovation at Changshu Lirong Textiles Co. Ltd



Considered one of their latest innovations may be the development of "smart textiles. " They've be their developing studies team really helps to make sure that their products or services as solutions was eco-friendly, constructed with information which was sustainable compliant environmental guidelines. Their develop studies team really helps to make sure that their Products or services as solutions was eco-friendly, constructed with information which was sustainable compliant environmental guidelines. 



Using Changshu Lirong Textiles Co. Ltd Merchandise



Their clothes try comfortable, an task which is not place that is hard might be present in elegant designs. Meanwhile, their bedding try soft, durable, might be present in a true number of sizes colors to accommodate any room. Additionally they incorporate towels being absorbent, come soft in many different sizes. 



Quality Application



​Their Flannel Fleece Fabric clothes is suitable more times, either casual, formal, workplace utilize, since sportswear. Meanwhile, their bedding can be purchased in an array of sizes to complement any rest, producing them well suited for households, rooms, resorts. Their towels could be suitable for additionally any application, sometimes utilized because coastline towels, bath towels, because hand towels. 


Source: https://www.cslirongtex.com/Rabbit-fur-fabric850
NVIDIA: Revolutionizing Technology through AI and Graphics
Tags: ai, computerscience
Published: 2024-06-21 08:16:40



NVIDIA Corporation, an American multinational technology company, has established itself as a global leader in graphics processing units (GPUs), artificial intelligence (AI), and high-performance computing. Since its founding in 1993, NVIDIA has continuously pushed the boundaries of technology, transforming industries ranging from gaming to data centers. Here’s a deep dive into the company's journey, innovations, and impact on the tech world.

Founding and Early Years
NVIDIA was founded on April 5, 1993, by Jensen Huang, Chris Malachowsky, and Curtis Priem. The trio set out to revolutionize the computing industry by focusing on graphics processing. At the time, the founders recognized the potential of 3D graphics and sought to bring this technology to mainstream computing. The company went public in 1999, trading on the NASDAQ under the ticker symbol NVDA.
 to continue reading...[url](https://www.8orinfinityfacts.com/2024/06/nvidia-revolutionizing-technology.html)
How to delete cache from keycloak theme
Tags: keycloak, cache, tutorial
Published: 2024-06-21 08:14:47






### Developing a new theme for keycloak sometimes is hard if you have to clear the cache on every single change.




When working or developing a new keycloak theme it is better to set the configuration for the keycloak cache to false, that way every rebuild of the keycloak your changes are reflected right a way 


For older version of keycloak the solution was to update the `standalone.xml`
then updating the `theme` tag

```xml
<theme>
    <staticMaxAge>-1</staticMaxAge>
    <cacheThemes>false</cacheThemes>
    <cacheTemplates>false</cacheTemplates>
    ...
</theme>
```



But with the latest version of keycloak this doesn’t work anymore because there is not a `standalone.xml` but the solution is the following:



```sh
bin/kc.[sh|bat] start --spi-theme-static-max-age=-1 --spi-theme-cache-themes=false --spi-theme-cache-templates=false
```

This is the important part, the arguments for the keycloak

`--spi-theme-static-max-age=-1 --spi-theme-cache-themes=false --spi-theme-cache-templates=false`

The other solution is to do delete the cache manually by:

Delete the content of the themes cache, you can do so by deleting the `data/tmp/kc-gzip-cache` directory of the server distribution.






Not related:


[nuxt-monorepo-layers](https://github.com/leamsigc/nuxt-monorepo-layers)




> Please if anyone have a better way please comment below and let's learn together


{% gist https://gist.github.com/leamsigc/68d3f891d9298c35de273caa2b21e453 %} 


> Working on the audio version


[The Loop VueJs Podcast](https://podcasters.spotify.com/pod/show/the-loop-vuejs)
Building Docker Images - Best Practices
Tags: docker, devops
Published: 2024-06-21 08:12:40

**Summary**

Learn best practices for [building Docker images](https://youtu.be/JcGwgNMZc_E), including optimizing build speed and reducing image size.

**Highlights**

* Docker layers are additive and impact image size 📦
* Chain commands in one RUN instruction to reduce layer count ⛓️
* Layer order matters for efficient builds 🔄
* Utilize .dockerignore to exclude unnecessary files during build ⚠️
* Use directory caching for faster dependency retrieval 🚀

**Key Insights**

Docker layers are crucial in understanding image size and build efficiency. Each command in a Dockerfile creates a new layer, impacting the final image size. Properly managing layers is key to optimizing image size and build speed. 🧱

Chaining commands in a single RUN instruction helps reduce the number of layers created during the build process. This consolidation can significantly speed up the build process and result in smaller image sizes. ⛓

Layer order plays a vital role in build efficiency. Placing frequently changing files towards the bottom of the Dockerfile ensures that only necessary layers are rebuilt, saving time and resources. 🔄

Utilizing .dockerignore allows you to exclude unnecessary files and directories from the build context, speeding up the build process by reducing the amount of data sent to the Docker daemon. Proper file management can lead to faster builds and smaller images. ⚠️

Directory caching is a powerful tool to optimize dependency retrieval during builds. By specifying which folders to cache, unnecessary downloads can be avoided, resulting in faster build times and more efficient use of dependencies. 🚀

{% embed https://youtu.be/JcGwgNMZc_E %}