teleren/devto huggingface dataset:
Innovation Unveiled: A Next-Gen Web Platform
Tags: webdev, react, tailwindcss, redux
Published: 2023-09-29 11:15:12

I'm excited to offer a sneak peek of my latest project, a dynamic web platform that's set to redefine user experiences. 🌐✨

## Project Overview:
This venture represents the convergence of cutting-edge technology and creative design, offering a seamless and immersive user journey. It encompasses an array of features designed to cater to diverse user needs.

## Key Features:

- **User Authentication:** The cornerstone of personalization, our platform delivers secure user authentication to safeguard user data and ensure a tailored experience.
- **Image Uploads:** Express yourself effortlessly through images. Our platform facilitates easy image uploads, allowing you to share moments, ideas, and creations seamlessly.
- **Text Editing:** Customize your posts with a wide array of text editing capabilities. Craft captivating narratives, emphasize your message, and elevate your content.
- **Backend Attachments:** Elevate your content by seamlessly attaching files to your posts. Share resources, documents, or media effortlessly.

## Technologies:

This project harnesses a stack of advanced technologies to ensure robustness, speed, and an exceptional user experience:

1. **Appwrite:** Our chosen backend service, offering powerful tools for authentication, data management, and more.

2. **Vite:** The lightning-fast build tool for front-end development, ensuring swift loading times.

3. **React:** The framework powering our dynamic user interfaces.

4. **Redux:** Ensuring efficient state management and seamless data flow.

5. **Tailwind CSS:** Facilitating sleek and responsive styling through utility-first CSS.

Stay tuned for the complete project showcase where we'll delve into the intricacies, showcasing how this innovative platform can transform your online presence.

_#WebDevelopment #TechInnovation #ProjectReveal #DevToArticle #Innovation_
How MSSPs Differentiate. Flexible Solutions.
Published: 2023-09-29 11:14:41

[How MSSPs Differentiate. Flexible Solutions. Brian Stoner,VP of Service Providers at Stellar Cyber](https://stellarcyber.ai/how-mssps-differentiate-flexible-solutions-brian-stonervp-of-service-providers-at-stellar-cyber/)

Meet Brian Stoner,VP of Service Providers at Stellar Cyber.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/6xsme85hvsd8vpwzlk4c.png)

Brian Stoner is a high-impact channel expert and thought leader with extensive experience working with all channels but more specifically MSP and MSSP partners. Before joining Stellar Cyber he has over 15 years of cybersecurity experience with high growth start-ups like FireEye and Cylance where he led the service provider programs. He was also the Vice President of Business Development for Solutionary – one of the top MSSP partners that was acquired by NTT. Brian has several articles that have been published regarding cybersecurity and the channel. He has an MBA with Distinction from Keller Graduate School and a bachelor’s degree from Southern Illinois University – Carbondale. Learn more about Stellar Cyber at [stellarcyber.ai/](https://stellarcyber.ai/)

[View Podcast](https://stellarcyber.ai/how-mssps-differentiate-flexible-solutions-brian-stonervp-of-service-providers-at-stellar-cyber/)
Wide Selection of Desktops from Bangalore's Best Dealers.
Tags: desktop, dealers, retailers
Published: 2023-09-29 11:14:30

Sarvasiddhi Enterprises the [Best Desktop Dealers In Bangalore](https://sarvasiddhi.in/wholesale-desktops-dealers-in-bangalore/) will help you to finding the perfect computing solution can be overwhelming. Our knowledgeable team is at your service, ready to provide personalized guidance and assistance to help you make an informed decision. We're not just a dealer – we're your technology partner. Experience innovation, performance, and reliability like never before.
Leading Desktop and Laptop Supplier in Bangalore India.
Tags: destoplaptop, dealers, retailers
Published: 2023-09-29 11:11:39

Are you in search of top-notch desktop and laptop solutions? Look no further! Our premier [desktop and laptop dealership in Bangalore](https://sarvasiddhi.in/) offers an extensive range of high-quality desktops and laptops to cater to all your computing needs.We also have refurbished laptop dealers in Bangalore for you. Sarvasiddhi Enterprises the desktop and laptop dealers in bangalore, with an unwavering commitment to providing cutting-edge technology and impeccable customer service, we stand as the preferred destination for all things related to computers.When it comes to desktops and laptops, we're not just a dealer – we're your technology partner. Experience innovation, performance, and reliability like never before.
Opportunities for women in the cybersecurity.
Published: 2023-09-29 11:10:33

[Opportunities for women in the cybersecurity.](https://stellarcyber.ai/opportunities-for-women-in-the-cybersecurity/)

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/90jke8q90c0jboqdr34x.png)

TechBlogWriter interview of Aimei Wei

[Listen the Audio](https://stellarcyber.ai/opportunities-for-women-in-the-cybersecurity/)

Check Stellar Cyber website.
Best IELTS Coaching Institute in Bangalore India.
Tags: ielts, training, courses
Published: 2023-09-29 11:09:44

Bangalore, a city known for its educational excellence, hosts several top-notch IELTS preparation centers. These centers offer comprehensive training programs designed to help individuals achieve their desired scores in the International English Language Testing System (IELTS) exam. With experienced instructors, practice tests, and personalized study plans, these centers ensure that students are well-prepared for all aspects of the test, including listening, reading, writing, and speaking. Whether for academic or immigration purposes, [IELTS preparation centers in Bangalore](https://www.changeinstitutes.com/ielts-classes-in-bangalore/) provide the necessary resources to succeed in this globally recognized English proficiency examination.
Take Spoken English Lessons in Bangalore India.
Tags: spokenenglish, classes, course
Published: 2023-09-29 11:06:09

[](https://photos.app.goo.gl/3cGayvSnvazAvoZz8)
In Bangalore, India's bustling tech hub, English Speaking Courses are in high demand. As the language of global business and communication, English proficiency is a valuable skill. N[umerous institutes and language centers in Bangalore](https://www.changeinstitutes.com/english-courses-in-bangalore/) offer comprehensive English Speaking Courses tailored to diverse needs. These courses cater to individuals aiming to improve their spoken and written English for professional growth, higher education, or personal development. With experienced instructors and a focus on practical communication skills, these courses empower students to excel in the globalized world of today.
Palm Reading In Den Hague Netherlands.
Tags: palmreading, astrology
Published: 2023-09-29 11:02:25

In the enchanting city of T[he Hague, Netherlands, the mystical art of Palm Reading finds its niche.](https://www.psychicanjiram.com/palm-reading.php ) Here, seekers of self-discovery and spiritual insight can connect with skilled palm readers who interpret the intricate lines and markings on the palms of their hands. Palm reading, also known as chiromancy, unveils hidden aspects of one's personality, potential life paths, and destiny. It is a captivating blend of intuition, ancient wisdom, and symbolism, providing profound guidance on matters of love, career, and personal growth. Amidst the charming streets and canals of The Hague, palm readers offer a unique and enlightening experience, inviting individuals to explore the secrets written in the lines of their hands.
Best Astrology And Horoscope reading astrologer in Montreal Canada.
Tags: astrloger, astrlogy, horoscope
Published: 2023-09-29 10:59:22

In the diverse city of Montreal, Canada, one can discover the expertise of the [finest Astrology and Horoscope Reading Astrologer In Montreal Canada](https://psychiquemontreal.ca/astrology-horoscope-reading/ ). This gifted practitioner combines the age-old wisdom of astrology with the art of horoscope interpretation to offer profound insights into one's life journey. With meticulous attention to celestial alignments and planetary influences, they provide tailored guidance on matters of love, career, health, and personal growth. Clients seeking clarity and direction find solace in the astrologer's precise readings, which bridge the gap between ancient traditions and modern aspirations. In Montreal's multicultural landscape, this astrologer shines as a beacon of wisdom and enlightenment, guiding individuals toward a future aligned with the cosmic forces.
https://psychiquemontreal.ca/astrology-horoscope-reading/
Best Indian Face Reading Astrologer In Montreal Canada.
Tags: blackmagic, badluck, astrology
Published: 2023-09-29 10:55:39

In the culturally diverse and vibrant city of [Montreal, Canada, the services of the finest Indian Face Reading Astrologer can be discovered](https://www.psychicumashankar.com/face-reading-in-montreal.php ). This skilled practitioner brings the ancient art of face reading to the forefront, offering profound insights into one's character, destiny, and life path. With a keen understanding of the subtle nuances in facial features, this astrologer provides invaluable guidance on personal and professional matters. Clients seeking clarity on relationships, career choices, or personal growth are met with tailored advice that bridges the gap between tradition and modernity. In the mosaic of Montreal's multicultural tapestry, this astrologer stands as a beacon of wisdom and enlightenment, helping individuals unlock their fullest potential.
Famous Indian Vashikarn specialist Astrologer in Melbourne Australia.
Tags: astrlogy, astrologer, vashikaran, pooja
Published: 2023-09-29 10:53:03

In the picturesque city of Melbourne, Australia, renowned for its multicultural vibrancy, you can find solace in the expertise of a distinguished Indian Vashikaran specialist astrologer. With deep-rooted knowledge in the mystical art of Vashikaran, these experts offer transformative solutions to life's complex challenges. Drawing from ancient Indian wisdom, they provide personalized remedies to help individuals regain control over their destinies and influence the energies that shape their lives. Whether you seek love, success, or [spiritual guidance, the Vashikaran specialist in Melbourne](https://astro-vasudev.com/vashikaran-specialist/ ) serves as a guiding light, weaving together the threads of tradition and modernity to help you achieve your deepest desires and aspirations in this diverse and thriving Australian metropolis.
Astrology and horoscope reading astrologer in Melbourne Australia.
Published: 2023-09-29 10:50:26

If you facing any astrology related problem in your life like bad luck problems, black magic problems, horoscope problems. Indian Astrologer with best many years of experience in [astrology and horoscope reading in Melbourne Australia](https://psychicinmelbourne.com/astrology-horoscope/ ) can give you best solution for all astrology problems you facing. In Melbourne, Australia, astrology enthusiasts have access to skilled and knowledgeable astrologers who offer insightful horoscope readings. These practitioners utilize the celestial positions of planets and stars to provide personalized guidance and predictions. Whether you're seeking clarity on your future, exploring your personality traits, or looking for guidance in key life decisions, Melbourne's astrologers can offer valuable insights through the ancient art of astrology, helping you navigate life's journey with a celestial perspective.
Ressources For Coders
Published: 2023-09-27 13:08:00

Hey fellow coders!
I've been working on a collection of resources that I think could be incredibly helpful for anyone looking to level up their coding skills. Whether you're a beginner or an experienced programmer, there's something here for everyone.
🔗 GitHub Repository: https://github.com/mjidelouss/Ressources-for-Coders
What's Inside:
1. Tutorials: A curated list of step-by-step tutorials on various programming languages and technologies.
2. Coding Challenges: Sharpen your problem-solving skills with a selection of coding challenges and solutions.
3. Useful Tools: Discover handy tools and utilities that can make your coding life easier.
4. Books: Recommended reading to deepen your knowledge in software development.
5. Courses: Free and paid online courses covering a wide range of programming topics.
6. Blogs and Websites: Find blogs and websites that regularly publish informative articles and resources.
7. Communities: Connect with like-minded developers through online forums and communities.
8. Projects: A collection of open-source projects for you to contribute to or draw inspiration from.
9. Podcasts: Listen to industry experts discuss the latest trends, tips, and insights.
10. Coding Style Guides: Ensure your code follows best practices with style guides for popular languages.
I'm constantly updating this repository with new resources, so make sure to star it and watch for updates. If you have any suggestions for additional resources or improvements, feel free to open an issue or submit a pull request.
Let's help each other grow as coders and create a valuable resource hub together. Don't hesitate to share this repository with your coding buddies, and happy coding!
🌟 Check out Resources for Coders 🌟
Happy coding, and may the bugs be ever in your favor! 😄👩‍💻👨‍
Get your ex-love back to your life with the help of astrology in London, UK.
Tags: astrlogy, horoscope, psychic
Published: 2023-09-29 10:47:18

In the heart of London, amidst the bustling city life, lies the hope of rekindling lost love through the profound art of astrology. With the guidance of skilled astrologers, you can embark on a journey to win back your ex-love and mend broken hearts. Astrology offers a unique insight into the cosmic forces at play in our lives, helping you understand the root causes of relationship challenges. These specialists provide personalized remedies and strategies, aligning the stars in your favor. Through horoscope analysis, planetary influences, and energy healing, you can attract love and reconciliation, breathing new life into your cherished relationship. In London's vibrant tapestry, let astrology rekindle the flames of love and bring your [ex-love back into your life](https://psychiclakshmanguruji.com/lost-love-back/ ), creating a story of enduring love and happiness.
Django Secret Key Tutorial
Tags: django, python
Published: 2023-09-29 10:46:32

# Managing the Django SECRET_KEY variable
The Django `SECRET_KEY` variable is very crucial to your Django application. The secret key must be a large random value and it must be kept secret. Leaking this value to unauthorized people could lead to a security breach. The SECRET_KEY is used in Django for cryptographic signing. It is used to generate tokens and hashes, they can be recreated using this variable. If it is not configured Django throws a `django.core.exceptions.ImproperlyConfigured: The SECRET_KEY setting must not be empty` error

# Using Environment Variables

The secret key should not be committed to version control. It is best practice to store the value in a .env file which is added to the .gitignore file to un-track its changes. The values can be loaded programmatically into your settings.py file.

# Generating A New Secret Key

This solution is using Python's secrets lib on the back

```python
from django.core.management.utils import get_random_secret_key
# print new random secret key
print(get_random_secret_key())
```

This code can be run in the terminal as a command:

```python
python -c 'from django.core.management.utils import get_random_secret_key; \
            print(get_random_secret_key())'
```

Alternatively, If you are using python 3.6+ then you can use the `secrets.token_hex(\[nbytes=None])` function:

```python
python3 -c 'import secrets; print(secrets.token_hex(100))'
```

> This article was originally published at: https://www.andwati.com/posts/generate-django-secret-key/
Psychic reading astrologer in Melbourne Victoria.
Tags: astrologer, psychic, horoscope
Published: 2023-09-29 10:45:06

In the vibrant city of Melbourne, Victoria, individuals seeking spiritual guidance and insight can connect with a [Psychic Reading Astrologer Melbourne, Victoria](https://psychicshivaraj.com/psychic-reading/ ). These practitioners combine the ancient wisdom of astrology with psychic abilities to offer unique and transformative experiences. Whether you're looking for answers to life's questions or seeking clarity in matters of love, career, or personal growth, these astrologers provide personalized and intuitive readings that tap into the energies of the cosmos. Melbourne's Psychic Reading Astrologers offer a fascinating blend of traditional knowledge and contemporary spirituality to help you navigate life's mysteries.
Energy Healing Service specialist astrologer In London UK.
Published: 2023-09-29 10:42:00

In the heart of London, an Energy Healing Services Specialist Astrologer stands as a beacon of [spiritual guidance and holistic well-being](https://www.shiradisaiastrologer.com/energy-healing-services/ 
). With a profound fusion of astrological wisdom and the transformative power of energy healing, these experts offer a unique path to self-discovery and healing. Clients gain deep insights into their life's purpose, astrological influences, and personalized guidance for navigating life's challenges. Through practices like chakra balancing, Reiki, and energy healing, individuals experience physical and emotional rejuvenation, stress reduction, and heightened vitality. In a bustling metropolis like London, these specialists serve as essential conduits for aligning with cosmic energies, fostering emotional healing, and guiding seekers towards a life of balance and fulfillment.
Promotion games in Steam (tools)
Tags: gamedev, steam, promotion, review
Published: 2023-09-29 10:39:21

**Hello Dev Community!**
Every day the "buy" button appears on dozens of new pages in Steam

At times, finding "your player" can be difficult even for AAA projects, let alone Indies.
The shows that Steam provides as a "bonus" are not enough.

As a result, the developer is left "on his own" with this problem.

**What solution can we offer?**
We are ready to provide support at different stages of the "life" of your game:
- Pre-release preparation
- Early Access \ Release
- Discounts
- Weekly promotions

**Why us?**
Our main task is to "force" Steam algorithms to actively promote the game on Steam platform. We are not tied to any specific region, which allows the game to attract users of those languages that the game supports. This allows us to get more value and reach users by increasing the relevance of the game.

This is our main difference from an advertising agency/bureau who are only interested in converting often untargeted audiences.

- Confidentiality. Our dialog with you will never be available to third parties, and the result of our work will not be shown to anyone as an example or portfolio.
- Security. All the promotion tools described above cannot cause harm. Our experience and skills will allow you to make everything as close to organic as possible, without any risks.
- Personalized approach. You will not hear useless recommendations. We will use only those promotion tools that are suitable for your game.
- Favorable pricing policy. For example, the price you paid for creating a game page in Steam (or even less) will be enough to make several important and key options that will help your game. In addition, our experience allows us to cut costs where it would be difficult.
- Always on call. You can always contact me with any question and I will do my best to answer it as quickly as possible.

Our main features are:Mentor recommendations; user reviews; wishlist growth and othersIf you have any questions or are ready to learn more about our promotion tools and their costs - please let me know.
We are ready right now, as soon as possible, to customize a promotion plan for your game.
You can always contact me with any question ((it's free)), even if you don't plan to trust us to help you promote your game.

I look forward to receiving your email - steam_tools@outlook.com
Black magic services In New York USA.
Published: 2023-09-29 10:38:59

In the diverse and cosmopolitan city of New York, USA, one can find [practitioners offering Black Magic services](https://www.bestastrologerkumar.com/black-magic-removal.php). Black magic, often shrouded in mystery, encompasses various rituals and spells aimed at influencing or manipulating events and people. These services may cater to individuals seeking assistance in matters of love, relationships, or personal goals. While some view black magic as a mystical tool, it's important to approach it with caution and ethical considerations, given its controversial nature. Practitioners in New York provide their clients with a range of mystical services, acknowledging the city's multicultural and eclectic character.
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Bloom Filter
Tags: youtube, bloomfilte, livecoding
Published: 2023-09-29 10:30:26

## Abstract
This is my 2nd post. In this post, I'd like to record some of the key learnings from a video (see bottom) of Bloom Filter, a popular technique for checking whether a collection contains a specific target by its key. 

From [wikipedia](https://en.wikipedia.org/wiki/Bloom_filter): A Bloom filter is a space-efficient probabilistic data structure, conceived by Burton Howard Bloom in 1970, that is used to test whether an element is a member of a set. False positive matches are possible, but false negatives are not – in other words, a query returns either "possibly in set" or "definitely not in set". Elements can be added to the set, but not removed (though this can be addressed with the counting Bloom filter variant); the more items added, the larger the probability of false positives. 


## Key Learnings
Here are some of the key learnings:

- Bloom Filters are a privacy data structure that can give false positives but not false negatives. In other words, when checking existence, it may say Yes while the truth is No, but it will never say No while the true is Yes.
- Bloom filter simply works by recording a key in an array. The input key is converted using some hash functions along with modularization to fit in the underlying array. Checking the existence of the key is O(1) operation given the accurate index of the key can be calculated using the same way. 
- Collision may occur if a key is not inserted before but the hash function produces a value that duplicates with another  already inserted item.
- Bloom filter is space efficient because of multiple reasons.
 - It does not need to store the entire object but only the key.
 - The key is mapped to an index of array, in which the space  is fixed and commonly much smaller than the original dataset size.
 - Using a byte buffer to optimize space consumption. Basically, we can switch from Boolean[] to Byte[], while each  Byte in the array represents 8 items. Bit manipulation techniques were utilized to reduce space usage by a factor of 8. 
- Using multiple hash functions to reduce false positives. Multiple hash functions produces a sequence of bits that need to be set and checked, hence possibly reducing collision rate.

> :P 50% of the above summarization is generated by using GPT-backed tool. Only thing I needed to do is to feed the youtube link. 

## When to use Bloom Filter
I've seen Spark leverages Bloom Filter to speed up joins between tables as well as filters on single table, which is a quite common scenario. 

By using bloom filter, one can answer the question that whether a key is possibly existed in a collection. Assuming 1% false positive rate is there. One can eliminate 99% of the candidates in the beginning after creating and possibly transferring very small amount of data (the bloom filter itself). In reality, the false positive rate can be much smaller. 

Credit to Ytb Video link: https://www.youtube.com/watch?v=UVFnabieyzc&ab_channel=AsliEngineeringbyArpitBhayani