teleren/devto huggingface dataset:
masking senstive data with azure vision ai
Tags: azurevisionai, hkid, masking
Published: 2023-10-18 15:46:56

---
title: masking senstive data with azure vision ai
published: true
description: masking senstive data with azure vision ai Masking sensitive data is a technique to protect personal or confidential information
tags: azurevisionai, hkid, masking
# cover_image: https://direct_url_to_image.jpg
# Use a ratio of 100:42 for best results.
# published_at: 2023-10-18 15:45 +0000
---
masking senstive data with azure vision ai Masking sensitive data is a technique to protect personal or confidential information from unauthorized access or exposure. Azure Vision AI offers a feature called PII Detection, which can identify, categorize, and redact sensitive information in unstructured text and images. For example, it can mask phone numbers, email addresses, and forms of identification. You can use PII Detection to comply with privacy regulations, enhance data security, and prevent data leakage. To use PII Detection, you need to create an Azure AI Language resource and send a request containing your data to the API. You can also customize the masking mode, masking character, and domain of the entities to be detected. For more information, you can visit the PII Detection cognitive skill page or the What is Personally Identifiable Information (PII) detection in Azure AI Language?
https://github.com/karleeov/azure-ai-vision-data-masking

checkout our demo

https://youtu.be/LQZJiC-aARo?si=k_S8G7lh_v8tdS_4
NextGenCSS 🔥: Transform Frontend With this NEW CSS framework work!!
Tags: webdev, css, frontend, hacktoberfest
Published: 2023-10-18 15:41:09

Hi, I am Rudransh, founder of FreeDevs , developing new technologies to transform the developer experience. 
If you are a frontend developer or made some html css web in past , you may face many problems and issues while writing css , "why it is not in center ?, why they are not on same line ??,why the text is outside the screen ?!, how to make this more beautiful??", to solve this we are starting our first project under FreeDevs , introducing... a new CSS framework to make your ui fast and ezy with a nice documentation (*where you can ctr+c ctr+v your code in html and react ....more) .....a blazingly fast⚡ , efficient and easy to use ...
NextGenCSS🔥, 

not only me , you can also create with us and make developer experience better .
github : https://github.com/rudransh61/NextGenCSS-

FreeDevs : https://github.com/rudransh61/FreeDevs

join us to create future tech.
Your very small contribution can help us and others also.
All contributors will get shoutout on readme .

At last i want to end my blog with ,
**""Who cares about developer experience ? We.""**
Hacktoberfest'23 Completed
Tags: hack23contributor, hacktoberfest23
Published: 2023-10-18 15:40:30

<!-- ✨This template is only meant to get your ideas going, so please feel free to write your own title, structure, and words! ✨ -->

### Intro
It is good learning for path for enhance the skills and open contribution is give the chance to connect open contributer.
Its great feeling on completion of Hacktoberfest'23

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/wal1f5oc0yx0dfwh7h21.png)
Placeholder Contributor
Tags: hack23contributor, webdev, beginners, react
Published: 2023-10-18 15:38:10

### My Hacktoberfest Journey

Hey there! I'm a second-year student pursuing a degree in Artificial Intelligence and Machine Learning, and Hacktoberfest 2023 marked my very first foray into the world of open source contributions. It was a transformative experience for me, allowing me to explore GitHub and learn about the nuances of open source etiquette.
My GitHub: {% embed https://github.com/priyankeshh %}

#### Highs and Lows

Throughout the month, I encountered numerous challenges that pushed my problem-solving abilities to the limit. I vividly remember spending an entire day grappling with a seemingly insurmountable problem, only to discover a surprisingly simple solution that required just a few lines of code. These moments of realization were the true highlights of my journey.

#### Growth

Before Hacktoberfest, I had a foundation in C++ and Python. However, this event was a catalyst for expanding my skillset. I delved into frontend development, mastering React, JavaScript, and TypeScript. Now, I feel confident in my ability to work on projects that involve these technologies.

As someone aspiring to build a career in AI/ML, the journey also led me to learn Python, an indispensable tool in this field. This newfound proficiency not only complements my academic pursuits but also opens doors to web development opportunities.

I've learned the art of efficient problem-solving through thorough research and seeking help when needed. Interactions with experienced peers have been invaluable, guiding me on this exciting path of self-discovery and growth.

My Hacktoberfest journey was a rewarding adventure, and I'm eager to continue contributing to open source projects and expanding my horizons in the tech world.
Python - Use Dynamic Programming for Optimal Substructure Problems
Published: 2023-10-18 15:30:00

Dynamic programming is a powerful technique for solving problems with optimal substructure, where you can break down a complex problem into smaller subproblems and reuse their solutions. This can lead to significant performance improvements. Here's an example:

**Example - Fibonacci Sequence with Dynamic Programming:**

The Fibonacci sequence is a classic example of a problem that can be solved using dynamic programming. The sequence is defined as follows:

```
F(0) = 0
F(1) = 1
F(n) = F(n-1) + F(n-2) for n > 1
```

Without dynamic programming, computing `F(n)` recursively can be highly inefficient for large `n` because it recalculates the same values multiple times. However, with dynamic programming, you can store and reuse intermediate results:

```python
def fibonacci(n):
    # Create a list to store Fibonacci numbers
    fib = [0] * (n + 1)

    # Base cases
    fib[0] = 0
    fib[1] = 1

    # Calculate Fibonacci numbers using dynamic programming
    for i in range(2, n + 1):
        fib[i] = fib[i - 1] + fib[i - 2]

    return fib[n]

# Example usage:
result = fibonacci(10)  # Computes F(10) efficiently
print(result)  # Output: 55
```

In this example, we use dynamic programming to store intermediate Fibonacci numbers in the `fib` list, ensuring that we only compute each value once. This significantly improves the efficiency of computing Fibonacci numbers, making it feasible to calculate even large values of `n`.
Maximize Hugging Face training efficiency with QLoRA
Tags: huggingface, machinelearning, aws, nlp
Published: 2023-10-20 14:53:41

---
title: Maximize Hugging Face training efficiency with QLoRA
published: true
date: 2023-10-18 15:19:53 UTC
tags: huggingface,machinelearning,aws,nlp
canonical_url: https://julsimon.medium.com/maximize-hugging-face-training-efficiency-with-qlora-c2fabca3f1d8
---

In this video, I delve into optimizing the fine-tuning of a Google FLAN-T5 model for legal text summarization. The focus is on employing QLoRA for parameter-efficient fine-tuning: all it takes is a few extra lines of simple code in your existing script.

This methodology allows us to train the model with remarkable cost efficiency, utilizing even modest GPU instances, which I demonstrate on AWS with Amazon SageMaker. Tune in for a detailed exploration of the technical nuances behind this process.

{% youtube ebQ2wyn8RGM %}
.NET 8 is on the Way! 7 Features that will blow your mind
Published: 2023-10-18 15:19:36

NET 8 is on the brink of revolutionizing the world of [software development](https://www.bigentities.com/), and it's brimming with features that will truly blow your mind. From advancements in web development with Blazor to multi-platform harmony through .NET MAUI, this release promises to simplify the lives of developers and raise the bar for [application performance](https://www.bigentities.com/web-site-development.html). The integration of machine learning with ML.NET empowers developers to create intelligent applications effortlessly. Speed and efficiency are at the forefront of .NET 8's enhancements, ensuring that applications will run smoother and faster. The inclusion of container support makes deploying applications a breeze, and new APIs pave the way for innovative solutions. Lastly, with a heightened focus on security and privacy, [.NET](https://www.bigentities.com/web-site-development.html) 8 is prepared to safeguard your applications and users' data. As .NET 8 inches closer to release, the anticipation among developers is palpable, and the excitement is undeniable. Get ready to explore the future of software development with .NET 8, and prepare to be astounded by the incredible possibilities it unlocks.
Quality Assurance Unveiled: Ensuring Perfection in Every Product
Published: 2023-10-18 15:16:52

Quality Assurance The Secret Ingredient to Perfect Products. In a world where perfection is the standard, [Quality Assurance ](https://www.bigentities.com/qaaas.html)is the magic wand that makes it all possible. This blog peels back the curtain on the art of QA, revealing how it not only detects imperfections but prevents them in the first place. Join us on a journey through the core principles, processes, and cutting-edge technologies that define QA. We'll show you how real companies have thrived, sharing their success stories. Plus, we'll tackle the challenges QA faces and discuss its exciting future. If perfection is your goal, Quality Assurance is your path – and this [blog](https://www.bigentities.com/qaaas.html) is your guide."
Task 1
Published: 2023-10-18 15:16:50

What is software Testing:
Testing is a critical phase in a development process that involves evaluating a software application to identify defect.
There are several software in the market which are written in several languages (JAVA, C++ and etc) when we are testing this software it is called software testing
and Software testing is not a stand alone task but it is a pre defined process that you have to follow step by step to ensure particular Product is ready to deploy on the productive system. a good software testing is secrets of high quality software 

what we need to know about software testing:
we should know the all software testing process (manual testing and automation testing), key objective of testing 
defect identification, Quality Assurance, Risk mitigation and validation) and important of software testing, stage of testing (Unit testing, Integration testing, System testing, UI testing and Acceptance testing)
we should also know that how to create the test cases and we should also know about functional test and non-functional test. We have to also start the test early as early possible in order to avoid the risk and Testing is ensure that the software function correctly meet its requirements, we have to also thing during regression testing that it should be tested completely or only particular part of the software , in this the developer has to give to test that which part of the code has been changed during bug fixing or new feature implementation or during change request implementation.
we should also understand the EPIC and user story in order complete the test and the software specification should be clearly written to complete the test 

what is the relevance of software testing:
software testing is very important for the Software product, a software could not be deployed on the Productive system without testing
if the company deploy the software without testing then company will loss the money. The software can be improved with testing, I mean the software can be very high quality
critical bug can be fixed during test and software testing will be reduce the risk. we should work together with developers and Product owner during the bug fixing test and new feature test. we should have well communication between the test team and development team plus we have to communicate with marketing team regarding customer requirement and customer testing scenario to satisfy the customer
Your QA Partner for Excellence!
Published: 2023-10-18 15:12:47

At Big Entities, we don't just provide [Quality Assurance](https://www.bigentities.com/qaaas.html) – we deliver Peace of Mind, Reliability, and Unparalleled Excellence. We take immense pride in being your trusted partner for ensuring top-notch quality and flawless performance for your digital ventures. 
🔍 Who Are We?
We are not just a company; we are a driving force in the world of QA. Our journey from inception to becoming an industry giant has been built on a foundation of:

✨ Expertise: Our team consists of seasoned QA professionals who've mastered the art of[ Quality Assurance](https://www.bigentities.com/qaaas.html).
✨ Innovation: We lead, not follow. Constantly evolving to meet the ever-changing digital landscape.
✨ Results: Our work speaks volumes, with numerous success stories under our belt.

🌐 Explore Our Website:
Looking for the ultimate QA solutions that will transform your digital projects into masterpieces? Your search ends here! Visit our website at https://www.bigentities.com/qaaas.html to discover a treasure trove of resources, insights, and services tailored to meet your unique QA needs.

🏆 Why Choose Big Entities?

✅ Unmatched Expertise: Our QA team has the experience and skills to handle projects of any size or complexity.
✅ Client-Centric Approach: Your success is our success. We prioritize your goals and work diligently to achieve them.
✅ Cutting-Edge Tools: We stay ahead of the curve by using the latest QA technologies and methodologies.
✅ Custom Solutions: Every project is unique, and we craft personalized QA strategies to ensure success.
✅ Proven Track Record: Our portfolio is filled with success stories, showcasing the impact we make.

📈 Let's Grow Together:
Join hands with [Big Entities](https://www.bigentities.com/qaaas.html) and witness the transformation of your digital ventures. Your success story is waiting to be written, and we're here to help you pen it in golden ink.
NeuroTonix Reviews - Safe Results 2023
Published: 2023-10-18 05:57:46

What you need to do is concentrate on it later. This one was on the house. I had supposed that I should not like to have so much expertise relating to that inconvenience. That is pretty reasonable from my experiences. I won't be here later. It was a clash of the titans. I haven't seen hide nor hair of this adage lately as if I will try to get around this problem. 

This was a lavish gift. I'm taking on that challenge with doing this and it seems to now be at an end. I plan to add more content now that my secondary blog is up and running. You may presume that I'm an ill-bred hick. That illustration is intended to break the mold. There are other scenarios that should play a part. A couple of kibitzers may stoop to such a level. 

It is terrific how masters do follow an elaborate interest like this. That motion is a popular tool to adjust to NeuroTonix. I'm not certain how to go about this game. To be honest with you, I'm not sure. If you've got a weak stomach then using it is not going to work for you. It's a smooth plan. I'm going to write a book to better answer those questions. 

Click Here => https://www.outlookindia.com/outlook-spotlight/neurotonix-reviews-alert-customers-complaints-exposed-2023--news-293118 

https://www.mid-day.com/lifestyle/infotainment/article/leanbiome-reviews-lean-biome-scam-exposed-by-customers-2023-23295920 
https://www.tribuneindia.com/news/brand-connect/revive-daily-deep-sleep-supplement-worth-buying-real-results-and-ingredients-exposed-450912 
https://sandychls.wixsite.com/neurotonix 
https://sandychlslee.mypixieset.com/ 
https://sandychlslee.zohosites.com/ 
https://sandychls-lee.webflow.io/ 
https://phaurts-tuills-thrurd.yolasite.com/ 
http://sandychlslee.wikidot.com/ 
https://peatix.com/event/3736377/ 
https://sandychlslee.ulcraft.com/ 
https://caramellaapp.com/blanchedur/2ksbmNso7/neurotonix 
https://www.youtube.com/watch?v=4wqRq8QhIbA 
https://sites.google.com/view/neurotonixget/
Created a realistic moon using just CSS
Tags: css, animation, frontend, design
Published: 2023-10-18 15:08:47


Yes, I created a realistic moon using just CSS. 
Let's dive right into the step by step process. 

Add a div element into your HTML file and give a class name. 

`<div class="animated-moon"></div>`

Now let's start the craft using CSS:
Start out by giving a basic shape to the element. 

```
  width: 20rem;
  height: 20rem;
  position: absolute;
  border-radius: 50%;
```

Here's an image from [Solar System Scope](https://www.solarsystemscope.com/textures/) with a moon texture : 

https://www.solarsystemscope.com/textures/download/2k_moon.jpg

Add this as background image for your element and give a background size a little extra for the X axis rotation to be possible. 
```
background-image: url('https://www.solarsystemscope.com/textures/download/2k_moon.jpg')
background-size: 110% 100%;
```

The moment has come to craft an animation that spins and dazzles.
```
@keyframes moonRotation {
    0% { background-position: 0% 0%; }
    50% { background-position: 150% 0%; }
    100% { background-position: 300% 0%; }
}
```

Add this code to your `.animated-moon` class.

```
animation-name: moonRotation;
animation-duration: 15s;
animation-timing-function: linear;
animation-iteration-count: infinite;
animation-fill-mode: forwards !important;
```

Now, your moon would look something like this

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/7xtcqb05wky9mj3z9873.png)

Now, all your gotta do is unleash the superstar potential of the box-shadow property to create a stellar 3D effect for the moon.
```
box-shadow: inset -10px 8px 6px -5px #ffffff, // Shine of light hitting on the moon (top right )
inset 20px -20px 50px 43px rgba(0, 0, 0, 0.9), // Shadow regions on moon
7px -6px 14px rgba(255, 255, 255, 0.3215686275); // Glow outside the moon for light reflection
```

**Final Output** 
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/rhtsv53fxkgbqjgqxkme.png)

Here's a codepen link to play around : https://codepen.io/Sridhar-Murali/pen/yLGmNbb?editors=1100

Thanks for your time
Sridhar
Neumorphism button hover animation
Tags: freecodez, react, html, blog
Published: 2023-10-18 15:07:33

Hey there, You are most welcome to this article. I hope you will enjoy this article. If you like this article then please share this article with your friends and colleagues. If you have any questions or suggestions regarding this article then please comment down below.

**Neumorphism button hover animation**

![Neumorphism button hover animation](https://res.cloudinary.com/freecodez/image/upload/v1697641645/images/wwcnrjztkceibrordz8r.webp)

For full source code visit : [https://freecodez.com/post/h1yun4r](https://freecodez.com/post/h1yun4r)


```
<!-- https://freecodez.com -->
<button class="btn">
    <i class="fa-brands fa-github"></i>
</button>
```

Source Code : [https://freecodez.com/post/h1yun4r](https://freecodez.com/post/h1yun4r)

For more such articles visit : [https://freecodez.com](https://freecodez.com/all)
70+% Literal Speed Improvement With RTX Acceleration - TensorRT For Stable Diffusion & XL (SDXL)
Tags: tensorrt, rtx, stablediffusion, ai
Published: 2023-10-18 15:01:47

Literal 70%+ Speed Up for Stable Diffusion and Stable Diffusion XL (SDXL) via RTX Accelerator — TensorRT

I am working on a huge massive tutorial video. So far I have quickly published 2 parts of it unedited.

Auto installer and pre-compiled downloader scripts are shared here : https://www.patreon.com/posts/86307255

Video 1 : [RTX Acceleration Quick Tutorial With Auto Installer](https://youtu.be/_CwyngQscVA?si=rgOAB17EF4WqEbCG)

{% embed https://youtu.be/_CwyngQscVA?si=rgOAB17EF4WqEbCG %}

Video 2 : [RTX Acceleration Quick Tutorial With Auto Installer V2 SDXL — Tensor RT](https://youtu.be/04XbtyKHmaE)

{% embed https://youtu.be/04XbtyKHmaE %}
Looking to Develop an App for My Event Planning Business - Need Advice!
Tags: android, java, webdev
Published: 2023-10-18 15:01:33

Hello fellow developers and app enthusiasts,
I hope you're all doing well. I run an event planning business and have a background in Java Full Stack with Angular. I've decided to take my business to the next level by developing an app to streamline the event planning process and offer more convenient solutions to my clients. However, I'm looking for some guidance on how to go about this exciting project.Here's what I have in mind and the advice I'm seeking:
1. **Platform Choice**: Since I have experience with Java Full Stack and Angular, I'm inclined to use these technologies for my app. Do you think these technologies are a good choice for app development, or should I consider something else?
2. **Learning New Skills**: I'm aware that app development may require additional skills beyond what I already know. What new skills or technologies do I need to learn in order to develop a successful event planning app? Any recommendations on online courses or resources for these? 
3. **App Development Process**: I'm relatively new to app development, and I'm wondering about the overall development process. What are the key stages involved in creating an app, from concept to launch? Are there any best practices or frameworks that I should be aware of?
4. **Monetization Strategies**: I'm planning to make this app a part of my business model. Any insights on effective monetization strategies for event planning apps, like subscriptions, one-time payments, or in-app advertising?5. **Building a Team**: If my project grows, I might need to expand my development team. How do I find and collaborate with skilled developers, designers, and other professionals who can help bring my app to life?
6. **Marketing and Promotion**: Once the app is developed, marketing and promotion will be crucial. Any tips on how to effectively market an event planning app to potential users and clients?Your advice and insights on any of these topics would be greatly appreciated. I'm really excited to embark on this journey and I want to make sure I'm heading in the right direction.
 Thanks in advance for your help!
How to Use Azure AD B2B for Guest Account
Tags: azuread, b2b
Published: 2023-10-18 15:00:15

---
title: How to Use Azure AD B2B for Guest Account
published: true
description: Azure AD B2B is a service that allows you to collaborate with external users such as partners, customers, or vendors.
tags: azuread, b2b
cover_image: https://media.licdn.com/dms/image/D5612AQGWtJWyPVryIg/article-cover_image-shrink_600_2000/0/1689050230205?e=1703116800&v=beta&t=HBpR_uGe9AJer_qG360KMGMWCE-retMJVRwZV54DU9E
# Use a ratio of 100:42 for best results.
# published_at: 2023-10-18 14:56 +0000
---

Azure AD B2B is a service that allows you to collaborate with external users such as partners, customers, or vendors. If you want to simplify the management of guest accounts and their access levels, you can use Azure Identity Governance to create access packages. Access packages define the resources and roles that guests can access. You can also generate invitation links that assign guests to the appropriate access package when they sign up.

https://media.licdn.com/dms/image/D5612AQHZIlvcXNcCQw/article-inline_image-shrink_1500_2232/0/1689050394800?e=1703116800&v=beta&t=o-cGYaEb0FGN77hSo2YaPxk9KLHzCTf7PtMH9vzCtgY