teleren/devto huggingface dataset:
The Revolution of Machine Learning: Unleashing the Power to Transform
Published: 2024-02-08 16:07:44

Machine learning has become a driving force in the digital era, revolutionizing various industries. As a subset of artificial intelligence, ML enables computers to learn and make predictions or decisions without explicit programming. Its significance lies in its ability to analyze vast amounts of data and extract valuable insights, leading to enhanced efficiency, cost reduction, and competitive advantage for businesses.

ML finds applications across multiple domains, transforming industries such as healthcare, finance, marketing, and manufacturing. In healthcare, ML algorithms aid in disease diagnosis, outcome prediction, and personalized treatment plans. By analyzing medical records, imaging data, and genetic information, healthcare providers can improve patient care and disease management.

The finance industry extensively uses ML algorithms for fraud detection, risk assessment, and algorithmic trading. These algorithms analyze historical financial data to identify fraudulent activities, predict market trends, and optimize investment portfolios. In marketing, ML enables personalized campaigns by analyzing customer behavior and preferences, optimizing pricing strategies, and providing personalized recommendations, ultimately enhancing customer satisfaction.

Within manufacturing, ML is utilized for predictive maintenance, quality control, and supply chain optimization. By analyzing sensor data, ML algorithms can predict equipment failures, identify potential quality issues, and optimize production processes, leading to increased productivity and reduced downtime.

The impact of ML on society is profound. It has automated repetitive and time-consuming tasks, allowing human resources to focus on more complex and creative endeavors. This has led to increased productivity and efficiency across industries. ML algorithms have also enabled personalized experiences, from product recommendations to healthcare treatment plans, enhancing user satisfaction and improving outcomes.

ML algorithms facilitate enhanced decision-making by processing and analyzing massive amounts of data. They provide valuable insights for predicting market trends, identifying health risks, and supporting informed choices. Furthermore, ML has made significant contributions to scientific research, accelerating progress in fields such as genomics, drug discovery, climate modeling, and materials science.

ML has emerged as a transformative technology, reshaping industries and influencing various aspects of our lives. Its ability to uncover patterns, make predictions, and automate tasks has opened up new possibilities and opportunities. The continued evolution of ML is expected to revolutionize industries, drive innovation, and transform the way we live and work. Harnessing the power of ML is crucial for individuals and organizations to thrive in the digital age, embracing intelligent automation and data-driven decision-making.
Pentingnya Keamanan Web
Tags: webdev
Published: 2024-02-08 16:05:22

Salah satu hal yg wajib ada dalam pengembangan web adalah security. Security bisa diterapkan dalam aspek manapun pada web, misalkan pada aspek register dan sebagainya apa itu security web,dan lainnya mari kita Baca.

## Keamanan Web

Keamanan pada Web adalah cara melindungi aplikasi web dari serangan yang salah satunya serangan peretas, seperti serangan XSS (Cross-Site Scripting), SQL injection, dan serangan DDoS (Distributed Denial of Service). 
 Efek dari serangan tersebut berdampak negatif, seperti jika terkena XSS tampilan web akan berubah menjadi tampilan yg tidak sesuai kegunaan, kemudian jika terkena DDOS website nya akan mati tak bisa diaksss. Maka atas hal hal tersebut dibutuhkan keamanan website.

**Contoh untuk mengatasi XSS pada**

1. Gunakan Content-Security-Policy (CSP: Ini adalah cara untuk memberi tahu browser agar hanya memuat sumber daya yang sah dari sumber yang diizinkan. Ini membantu mencegah script jahat dimuat di halaman Anda.
 
 2. Bersihkan Input: Sebelum menampilkan input pengguna di halaman web, Ini akan menghapus atau mengubah karakter yang bisa menjadi script berbahaya, seperti `<`, `>`, atau `&`. Mencegah peretas memasukan kode mereka ke dalam halaman website.

Contoh penggunaan bersihkan input dengan JavaScript:

```
function bersihkanInput(input) {
 return input.replace(/</g, “&lt;”).replace(/>/g, “&gt;”);
 }
```

 **Contoh menangani DDOS**

1. Batas Permintaan: Ini adalah cara untuk membatasi jumlah permintaan yang diterima dari satu alamat IP dalam jangka waktu tertentu. Ini membantu mencegah satu alamat IP melakukan terlalu banyak permintaan secara bersamaan ke server.

**Contoh implementasi batas permintaan dengan JavaScrip;**

 

```
const batasPermintaan = 100; // Batas permintaan per alamat IP
 const interval = 60000; // Waktu dalam milidetik (contohnya, 60 detik)

const hitungPermintaan = new Map();

function handlePermintaan(ip) {
 const waktuSekarang = Date.now();
 if (!hitungPermintaan.has(ip)) {
 hitungPermintaan.set(ip, [waktuSekarang]);
 return true;
 } else {
 const permintaan = hitungPermintaan.get(ip).filter(waktu => waktuSekarang — waktu < interval);
 if (permintaan.length < batasPermintaan) {
 permintaan.push(waktuSekarang);
 hitungPermintaan.set(ip, permintaan);
 return true;
 } else {
 return false; // Batasan permintaan tercapai
 }
 }
 }
 
```

Tidak hanya mengamankan serangang XSS dan DDOS, mengamankan SQL injection misalkan menggunakan hashing password, ketika peretas melakukan serangan pada halaman login. Andai kata teknik peretasan SQL injection berhasil, dan peretas menginginkan password user, maka peretas Takan langsung tahu password secara langsung karena sudah dihashing.

Contohnya seperti pada implementasi project kami.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/416v17scf34pedgcu0dk.jpg)


## Kesimpulan
Pentingnya melindungi situs web dari berbagai ancaman peretas yang bisa merugikan atau merusak website.
Decoding the Data Deluge: Machine Learning from Pixels to Progress
Published: 2024-02-08 16:02:55

**Machine learning** (ML) isn't just a trendy hashtag anymore. It's quietly revolutionizing our world, from tailoring one's newsfeed to supporting groundbreaking medical research. Unlike traditional programming with rigid instruction manuals, ML supports machines to learn and adapt based on data. Imagine training a new police officer not with rules, but by showing them countless solved cases! That's a gist of what ML actually does. This data-driven approach unlocks powerful insights and applications across various fields.

Think of ML as having two learning styles: **_supervised_** and _**unsupervised**_. Supervised learners, like a self-driving car is trained on labeled data, learning the "what" and "why" behind patterns. Unsupervised learners, like a music recommendation engine, works with raw data, understanding hidden connections and trends. Both approaches support innovation in sectors ranging from healthcare to finance, to now even composing music and generating art.

But with _great power_ comes _great responsibility_. Concerns like _**algorithmic bias**_, **_potential job displacement_**, and the _**misuse of AI**_ for malicious purposes stand at large. As ML evolves, addressing these ethical considerations is crucial to ensure responsible development and deployment.

Looking ahead, the future of ML is brimming with possibilities. **Deep learning**, inspired by the _human brain_, is pushing the boundaries of what's achievable. Researchers are exploring explainable AI, giving us a peek into how machines make decisions, and lifelong learning, allowing machines to continuously adapt and evolve which can also be termed as _**Kaizen**_, an evolving new concept.

To conclude one can, say that ML is reshaping our world, offering immense potential for progress. However, as we navigate this exciting journey, ensuring responsible development and ethical considerations is paramount. By harnessing the power of ML in a smart way, we can build a brighter future for all. Remember, even the most intelligent algorithms need clear ethical guidelines to navigate the complexities of our world!
Machines imitating Humans
Tags: explore, machinelearning
Published: 2024-02-08 15:58:45



![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/vuk8yips1r0cmk1heb31.jpeg)
Just like how we try to imitate others while we grow, we see the world transform where machines imitate Humans and keep improving in their efficiency to perform tasks similar to that of Humans. The concept of Machine Learning shows the pace at which the world is moving. It makes the machines absorb information, which helps them make categorizations and predictions and gain insights about the data. We use machines in our daily lives, which we are very accustomed to, but we never recognize them as they are a part of our lives. These are all examples of machine learning, from our autocorrection on our phones to Grammarly letting us repeatedly change sentences. This equipment makes our lives easier and contributes hugely to the research in developing new technological innovations.  

Machine learning uses algorithms to recognize the data entered; it also tries to keep updated with the changes emitted in this dynamic world. The most fascinating usage of machine learning for me is Google Maps, and I get a clear idea of when I reach the destination because the GPS tries to track the traffic by showing the road in a red line. The existence of face recognition has made life much easier and safer because it's easy to use, and no proxy can be taken for me. My mornings are filled with Spotify recommendations, escaping my time to change the songs constantly. Machine learning is fascinating in how a human creation can create things that are difficult to do manually. The current use of platforms like ChatGPT and Bard has revolutionized the world, where everything is available with just a click of enter. I don't see machines letting us live without their dependence, such as instances where, on the weekend, I asked ChatGPT what Indian food to eat for lunch. This shows how much we rely on these tools to make our lives simple where there is less thinking for humans. But what bothers me is not that our lives are becoming more easy but how much easier. We may depend too much on the machines, and they keep learning, and we end up unlearning what we should do. Skills that we had to remember are registered in our reminders, and our spatial intelligence of driving is replaced with self-driving cars. Instead of learning a new language or improving one's language, we use language translations of AI. Even though technology is needed in our lives, we still should remain as humans and make learning a part of our lives.
Online workers needed
Tags: webdev, beginners, productivity, devops
Published: 2024-02-08 15:37:09

Online job-no door to door.
Looking for 16 team worker. We are currently looking for a few gals and gents to join our team!
Starting rate is $35/45per Hr and you will be getting paid weekly,5 days a week Temporary and permanent positions available.
Immediate start. Work your own hours and get paid weekly apply below https://f3b2z0txde4.typeform.com/to/OuwyBtk5
PostgreSQL 16: A Deep Dive and Our New Docker Image
Tags: postgressql, docker, plv8, programming
Published: 2024-02-08 15:28:11

The PostgreSQL universe has expanded once again, and we're here to explore its newest celestial body: PostgreSQL 16. Plus, we have an exhilarating announcement just for you!

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/5hhfzydme067s5xd3vq1.jpg)

## Announcing Our New Docker Image for PostgreSQL 16
Kicking things off with a bang: we're absolutely delighted to introduce our brand-new **Docker image tailored specifically for PostgreSQL 16**! Whether you're eager to dip your toes into this latest version or are contemplating a full-blown migration, our Docker image promises a seamless, hassle-free experience. Do give it a whirl and let us know your thoughts!

## Diving into PostgreSQL 16: What's New?
PostgreSQL 16 isn't just an incremental update; it's a leap forward. Here are some key highlights that caught our eye:

1. **Performance Enhancements**: With crucial optimizations to partitioning, this version promises notable improvements in query performance, especially when dealing with expansive datasets.
2. **Expanded SQL/JSON Path Language Support**: PostgreSQL's ever-evolving commitment to robust JSON support continues. This release brings further enhancements, making JSON operations more intuitive and versatile for web-centric developments.
3. **Bolstered Security**: Data security remains at the heart of PostgreSQL's ethos. Version 16 unveils a suite of advanced security mechanisms designed to offer even more robust protection against unauthorized data access.

For a more detailed breakdown, be sure to dive into the [official release notes](https://www.postgresql.org/about/news/postgresql-16-released-2715/) or on **our website [plv8.com](https://plv8.com/)**

PostgreSQL 16 is a testament to the community's relentless drive for perfection, showcasing a blend of innovative features and core improvements. With our new Docker image to complement this release, we believe you're poised for a transformative database experience.
As always, we cherish your feedback and insights. So, get hands-on with PostgreSQL 16 via our Docker image and share your journey with us. Until then, happy coding and exploring!
Online personal assistant needed urgently
Published: 2024-02-08 15:26:43

Online job-no door to door.
Looking for 16 team worker. We are currently looking for a few gals and gents to join our team!
Starting rate is $35/45per Hr and you will be getting paid weekly,5 days a week Temporary and permanent positions available.
Immediate start. Work your own hours and get paid weekly. https://f3b2z0txde4.typeform.com/to/OuwyBtk5
Joining W3C WebDX group (with Gamedev.js Survey)
Tags: webdev, surveys, gamedevjs, devrel
Published: 2024-02-08 17:34:59

---
title: Joining W3C WebDX group (with Gamedev.js Survey)
published: true
date: 2024-02-08 15:23:43 UTC
tags: webdevelopment,surveys,gamedevjs,developerexperience
canonical_url: https://end3r.com/blog/webdx-gamedevjs-survey/
cover_image: https://dev-to-uploads.s3.amazonaws.com/uploads/articles/g0dy17gjbxp1nxfllmdk.png
---

I was invited to join the [W3C WebDX Community Group](https://www.w3.org/community/webdx/) which gathers folks focusing on improving web developer experience. Valuable info is collected through surveys - at my very first call I’ve talked about the [Gamedev.js Survey](https://gamedevjs.com/survey).

> _The mission of the_ **_WebDX Community Group_** _is to facilitate coordinated approaches to improve the overall experience of developing for the Web platform when such coordination provides unique opportunities for these improvements._

I was invited by **François Daoust** , with whom I’m co-running the [W3C Games](https://end3r.com/blog/tag/w-3-c-games/) group. [WebDX CG](https://www.w3.org/community/webdx/) gathers browser vendors and other interested parties, and focuses on researching developer needs, features adoptability, and the overall improvement in developer experience. It can be viewed as a place where some surveys could be coordinated - a community around surveys on web technologies, tracking, discussing questions and results, and helping with outreach.

![W3C WebDX call](https://cdn-images-1.medium.com/max/1024/0*luqsqn0WAM68_yau.jpg)

I’ve talked about running [Gamedev.js Survey](https://gamedevjs.com/survey) since [2021](https://gamedevjs.com/survey/2021/) and the [recent 2023 results](https://gamedevjs.com/survey/report-on-the-current-state-of-web-game-development-in-2023-is-now-published/). Joining **WebDX** means it will be added to a list of curated surveys, like **MDN** ones, [Devographics](https://survey.devographics.com/)’ **State of JavaScript ⁄ HTML5 ⁄ CSS** , and many others. It also means I’ll be exchanging knowledge with like minded folks and hopefully getting feedback from more experienced colleagues.
Lets design a simple UI sign up glassmorphism page
Tags: uidesign, ui, beginners, tutorial
Published: 2024-02-08 15:21:07

Now that you think about it, your first thought is probably, "What is this glassmorphism?" Alright, let us get started on defining this glassmorphism.

**"Glassmorphism"** is a design trend in user interface (UI) design that creates a frosted glass effect for digital elements. It involves using translucent layers, blur effects, and subtle shadows to mimic the appearance of frosted glass, giving the interface a sense of depth and dimensionality.

- Bla bla bla In other words, **"glassmorphism"** is the term for a design style in which items on a screen seem to be made of glass.

### So, how should we approach this user interface?

- The first step is, of course, to log into Figma.

- Next create a new file and rename our existing one.
- Using the toolbar, let us make a frame. I went with a desktop frame.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/3ekoyycxwf21ljj3b31e.png)



- Now let us draw a rectangle, make sure it fits inside the frame, and add a gradient color of your choosing, with horizontal gradient lines and your choice of colors added to the center of the frame.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/aqkob86706952vpgghje.png)



it should look like the image above

- Now let's add some circles and add effects to the circles such that they blend and look like glass or translucent hope That makes sense

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



- And also add a rectangle for our sign-up and have the rectangle have a linear gradient of your choice the colors should be white (75% and 25%) with reduced opacity of 75%


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/smtij56w6jcl6uuj9mlz.png)


- Now lets add content This is simple: add text and some input rectangles for the form This is how it should look.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ylg8hokkt1ifctxhj0tv.png)


and tada!!! there we have it
I need help!
Tags: android, kotlin
Published: 2024-02-08 15:16:48

I have to now it, how can I pass the parameter of ExitTransition?
ExitTransition: ExitTransition ? like this?
2nd Question is:

Here they want Enter Transition. But, in developer project (From which project I'm trying to modify my project) they used exitTransition and material
But i used material3.
now how can I solve it?
How to Build a Great Developer Community 🔥
Tags: tutorial, devops, beginners, community
Published: 2024-02-08 15:07:49

>_In the world of coding, working together is key! But building a **thriving developer community** isn't just about sharing code snippets – it's about creating a space where all developers feel welcome and **empowered to contribute.**_

**1. Know Your Purpose:** Figure out why your _**community exists**_ and what value you want to offer developers. This helps you attract the right people and plan your activities.

<img width="100%" style="width:100%" src="https://media2.giphy.com/media/l2Je4anIOIU42GQk8/giphy.gif?cid=6c09b952yjeqndlfzxocc2ao3zg7fvub1nvuofal3q2hnwub&ep=v1_internal_gif_by_id&rid=giphy.gif&ct=g">

**2. Choose Your Platform:** Pick the best platform for your community – whether it's forums, Discord, or Slack. Think about what's easy to use and suits your community's needs.

<img width="100%" style="width:100%" src="https://media1.giphy.com/media/l378tV67u1QQkSqFq/giphy.gif?cid=6c09b952nndnk6mzzkehxeqi7uk4v1569cyzpxf1p8hjaf3k&ep=v1_internal_gif_by_id&rid=giphy.gif&ct=g">

**3. Share Great Content:** Good content keeps your community engaged! Share tutorials, host Q&A sessions, and organize fun events like hackathons.

<img width="100%" style="width:100%" src="https://media3.giphy.com/media/hTO7INVmDZrMnzKU9g/giphy.gif?cid=6c09b952z380ni0en0d7lwzozrupobe702b9pzt5apj6vdle&ep=v1_internal_gif_by_id&rid=giphy.gif&ct=g">

**4. Be Inclusive:** Make sure everyone feels welcome, no matter their background or experience. Encourage respectful conversations and diverse viewpoints.

<img width="100%" style="width:100%" src="https://media3.giphy.com/media/h4SivCSGtT6N7JKpmo/giphy.gif?cid=6c09b952lr3ugi5qxouj2d98z64f2d7akr4a58n5siokm22y&ep=v1_internal_gif_by_id&rid=giphy.gif&ct=g">

**5. Recognize Contributions:** Celebrate the awesome work of your community members! Give shoutouts, awards, and badges to show appreciation.

<img width="100%" style="width:100%" src="https://media4.giphy.com/media/WspL0mgECSKQOK6tTf/giphy.gif?cid=6c09b952nzfquotoen62v8dw0yzm821mu2kvgwjuarwedat7&ep=v1_internal_gif_by_id&rid=giphy.gif&ct=g">

**6. Be Patient and Present:** Building a great community takes time. Be patient, join discussions, and show you're committed to making the community awesome.

<img width="100%" style="width:100%" src="https://media3.giphy.com/media/xUA7b3x9QZ5CO74T0k/giphy.gif?cid=6c09b95200p83btgburvhzcpj2sfteggi4avjph2augvclyf&ep=v1_internal_gif_by_id&rid=giphy.gif&ct=g">

>_Remember, building a community is an ongoing journey. By following these tips, you'll create a space where developers can learn, grow, and work together to shape the future of tech._

Now, go build your community and make the developer world a better place! _**Don't forget to react to this post and share it so it can benefit others**_
Charting the Course: An IT Journey from Clouds to Code
Tags: cloud, devops, sre, realworldtech
Published: 2024-02-08 15:07:05

Hello, I am Sandeep Sangu, and Welcome to my writing journey, a space where growth and sharing converge. My mission is to offer more than just knowledge; it's about imparting lived experiences across the domains of Cloud, IT, DevOps, SRE, and beyond. 

The cornerstone of my posts? Unwavering realism. I'm here to present insights that are *actionable*, *rich in detail*, and absent in run-of-the-mill content. My writings aren't critiques but offerings to enrich our community with practical, replicable knowledge that bridges gaps in your professional path. 

Embracing the ethos that 'good documentation is a love letter to your future self,' I'm committed to bringing simplicity, clarity, and utility to the table. Let's embark on this learning odyssey together, charting new territories of professional growth.
Faster zfs snapshot transfers
Tags: zfs
Published: 2024-02-08 15:06:08

Speeding up zfs snapshot xfer b/w machines. The gist is to just parallelize the up/download to the max.

### On the source machine

```sh
zfs snapshot tank/data@snappy
zfs -v send tank/data@snappy >/data_snappy.zfsend
split -d -b500M /data_snappy.zfsend /data/zsnaps/snappy/data_snappy.zfsend_part_
gsutil -m rsync /data/zsnaps/snappy/data_snappy.zfsend_part_ $GS_BUCKET/data_snappy
```

### On the destination machine

```sh
gsutil -m rsync $GS_BUCKET/data_snappy /data/zsnaps/snappy
cat /data/zsnaps/snappy/* | pv | zfs receive tank/data
```
defineProps, Invalid prop: type check failed for prop "valueExpr" Expected Object
Published: 2024-02-08 15:00:49

hi, i have mi child component with:
<script setup lang="ts"> const props = defineProps<{ valueExpr: { type: string, default: "descrizione", }, }>() </script>

i call this child on my parent:

<dx-select-box :value-expr=cod_istat_comune" />

but console firefox show this error: Invalid prop: type check failed for prop "valueExpr". Expected Object, got String with value "cod_istat_comune".

any help ?

br Max