teleren/devto huggingface dataset:
Data Engineering for Beginners Step-by-Step
Tags: python, database
Published: 2023-11-09 07:08:48

In this article, We are going to look at the skills and qualifications you need to become a data engineer and provide you with some tips to help you land your first position in the industry. 

## Who is a data Engineer?
A Data engineer is responsible for laying the foundations for storage, transformation, and management of data in an organization. They manage the design, creation, and maintenance of database architecture and data processing systems; this ensures that the subsequent work of data analysis, visualization, and machine learning models development can be carried out seamlessly, continuously, securely, and effectively. 

## Responsibilities of a Data Engineer

- They ensure that the large volume of data collected from different sources becomes accessible raw material for other data science specialists, such as data analysts and data scientists.

- Serve as a data resource expert for the organization.

- Build and execute data ETL solution pipelines for multiple clients in different industries.

- Independently create data-driven solutions that are accurate and informative.

- Interact with the data scientists team and assist them in providing suitable datasets for analysis.

- Leverage various big data engineering tools and cloud service providing platforms to create data extractions and storage pipelines.

.

## Exploring the basics of Data Engineering
To become a data Engineer, below is the path of the leaning path.
1. Know programming languages like Python and Scala, R and Java.
2. Learn the basics of Automation and scripting.
3. High efficiency in advanced probability and statistics
4. Ability to demonstrate expertise in database management systems.
5. Experience with using cloud services providing platforms like AWS/GCP/Azure.
6. Good knowledge of various machine learning and deep learning algorithms will be a bonus. 
7. Knowledge of popular big data tools like Apache Spark, Apache Hadoop, etc.
8. Good communication skills as a data engineer directly works with the different teams.
IAPPTECH INTRODUCTION
Tags: iapptech, iapptechid, frontend, tutorial
Published: 2023-11-09 07:00:34


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/mzl5m3f3ie7hvvq7h4jf.png)

Selamat datang di iAppTech.id! 🚀 

👋 Halo, iAppTechers! 
Kami adalah channel yang berfokus pada pembahasan seputar Frontend Development. Di sini, kami membawa Anda ke dalam dunia desain antarmuka, pengembangan web, dan segala hal seputar Frontend. 

💬 Disclaimer:
Channel ini saya buat khususnya untuk saya pribadi, dikarnakan menurut saya ketika saya belajar harus membuat konten, kenapa? karna menurut saya hal terbaik ketika belajar adalah mengaplikasikannya kembali, ditambah saya paham bagaimana jangka memori otak saya yang lama-lama tergerus oleh usia kedepannya, makanya saya buat channel ini untuk e-Library pengetahuan saya dibidang IT khususnya Frontend Developer. Ditambah saya juga mempunyai salah satu prinsip yaitu 

> "Jika seorang manusia meninggal dunia, terputuslah amalnya, kecuali dari tiga hal: sedekah jariyah, ilmu yang bermanfaat dan anak shaleh yang berdoa untuknya." (HR. Muslim).

🖥️ Apa yang Akan Kamu Temukan di Sini? 
Dapatkan wawasan mendalam tentang berbagai teknologi frontend, tutorial praktis, tips & trik, serta eksplorasi proyek-proyek menarik. Kami akan memandu Anda melalui dunia seru Frontend Development! 

☕ Bantu saya ngopi:
 - https://saweria.co/appardana 

🔔 Berlangganan Untuk Konten Berkualitas: 
Jangan lupa tekan tombol subscribe untuk tetap terkini dengan konten-konten menarik kami. Kami sangat bersemangat untuk berbagi pengetahuan dan pengalaman dengan Anda! ⏰ Jadwal Ngonten: Setiap Selasa dan Rabu, pastikan Anda tidak ketinggalan! 

🤝 Mari Bergabung dalam Komunitas: 
Ikuti kami di media sosial: -
[Youtube](https://www.youtube.com/@iapptechid)
[Discord](https://discord.com/channels/1171443162108141679/1171443165123854423)

Terima kasih telah bergabung dengan iAppTech.id. Mari bersama-sama memperkaya pemahaman kita tentang Frontend Development! 

✨ Don't forget, ngopi heula… ✨ 
#iAppTech #iAppTechId #Frontend #frontenddeveloper #programming #programmer #web #webdevelopment #Aditria #Pardana #AditriaPardana
Latest Updates and Changes in Cisco 300-410 Exam
Tags: webdev, javascript, beginners
Published: 2023-11-09 06:57:18

The Cisco 300-410 exam is constantly evolving to keep up with the ever-changing landscape of <a href="https://dumpsboss.com/cisco-exam/300-410/">300-410 Exam Dumps</a> networking technology. As a result, it is important for candidates to stay updated on the latest updates and changes in order to effectively prepare for the exam.

These topics may include SD-WAN, network automation, and security technologies. Additionally, there may be changes to existing topics to ensure they remain relevant and up-to-date.

To stay informed about these updates, candidates can refer to official Cisco resources such as their website or certification guides. It is also beneficial to join online forums or communities where individuals discuss their experiences and share information about recent changes in the exam content.

By staying current with the latest updates and changes in the Cisco 300-410 exam, candidates can enhance their chances of success and demonstrate their proficiency in modern networking technologies.

2023 Exam Updates

The Cisco 300-410 exam is continuously evolving to keep up with the ever-changing landscape of networking technologies. As we look ahead to 2023, there are a few important updates that candidates should be aware of.

Cisco has announced that starting in 2023, the exam will place an increased emphasis on <a href="https://dumpsboss.com/cisco-exam/300-410/">300-410 Dumps</a> automation and programmability. This reflects the growing demand for professionals who can effectively deploy and manage network devices using software-defined networking (SDN) principles.

Additionally, there will be a renewed focus on security in the exam. With cyber threats becoming increasingly sophisticated, it is essential for network professionals to have a strong understanding of security best practices and how to implement them within their networks.

Furthermore, Cisco plans to introduce new topics related to emerging technologies such as IoT (Internet of Things) and cloud computing. These additions reflect the industry's shift towards interconnected devices and cloud-based services.

By staying up-to-date with these changes and ensuring your knowledge aligns with current trends in networking technology, you can position yourself as a valuable asset in today's job market. So make sure you stay informed about these upcoming updates and adjust your study plan accordingly!

Click Here for Latest Details >>>>>>>>>> https://dumpsboss.com/cisco-exam/300-410/
Outkast - Multipage agency theme
Tags: webdev, tailwindcss, astro, programming
Published: 2023-11-09 06:40:15

Outkast - Multipage agency theme
Built with Astro, Tailwind CSS & MDX

See it live and learn more:
- [https://lexingtonthemes.com/info/outkast/](https://lexingtonthemes.com/info/outkast/)

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/oba6dokkxa79qlfbzf5e.png)
Use ngrok with secret key on Google Colab
Tags: ngrok, googlecolab, python
Published: 2023-11-09 06:39:49

## What is ngrok?
>ngrok combines your reverse proxy, firewall, API gateway, and global load balancing to deliver apps and APIs.

https://ngrok.com/

Simply put, ngrok makes it easy to publish a web application running locally with a single command. 
This is very useful to build prototyping.

For Google Colab, using ngrok would make things easy if you want to run an open source LLM and use it via an API server (like FastAPI, Flask etc).


## How to use ngrok on Google Colab
There are 3 steps to use ngrok with Google Colab secret key.

1. Download ngrok
2. Set secret key
3. Load secret key

### Step1. Download ngrok
This step is pretty straightforward. 
Download zip file for linux and unzip it.
```shell
!wget https://bin.equinox.io/c/4VmDzA7iaHb/ngrok-stable-linux-amd64.zip
!unzip -o ngrok-stable-linux-amd64.zip
```

### Step2. Set secret key
Click key icon in the sidebar and click `Add a new secret`.
You will need to fill two text box. One is the key name and you can name whatever you want and the other is the key value or token. Then you need to click a toggle button to enable the key.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/14z1j964apkoq6n3fim5.png)


### Step3. Load secret key
The following code is very simple, load the secret key and pass it to ngrok via ngrok's python package for authentication.
```python
import os
from google.colab import userdata
from pyngrok import conf
os.environ["NGROK"] = userdata.get("NGROK")
conf.get_default().auth_token = os.environ["NGROK"]
```

These three steps will work for things that you need to pass a secret key or token on Google Colab.
digital marketing company in jaipur
Published: 2023-11-09 06:39:37

Takmon Boost is your premier [digital marketing agency in Jaipur](https://takmonboost.com/), offering a comprehensive array of digital marketing services, including SEO, social media management, PPC advertising, and more. We're not only your trusted local source for digital marketing help but also your go-to destination for expert video editing and graphics designing. Our data-driven strategies ensure a high ROI, making us the ultimate digital marketing company in Jaipur to elevate your online presence and creative content. Let us be your one-stop solution for digital marketing services, where expertise meets innovation.
Dusk – Multipage agency theme
Published: 2023-11-09 06:39:03

Dusk – Multipage agency theme 
Built with Astro, Tailwind CSS and MDX  

See it live & learn more: 
→ https://lexingtonthemes.com/info/dusk/

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/y5v036b744k27ryf79xj.png)
Placeholder Contributor
Tags: hack23contributor
Published: 2023-11-09 06:36:35

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

### Intro
<!-- Share a bit about yourself as a contributor. Is this your first Hacktoberfest, or have you contributed to others? Feel free to embed your GitHub account by using {% embed LINK %} -->

### Highs and Lows
<!-- What were some of your biggest accomplishments or light-bulb moments this month? Did any problems come up that seemed impossible to fix? How did you adapt in those cases?  -->

### Growth
<!-- What was your skillset before Hacktoberfest 2023 and how did it improve? Have your learning or career goals changed since working on these new projects? -->
Placeholder Maintainer
Tags: hack23maintainer
Published: 2023-11-09 06:35:35

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

### Intro
<!-- Share a bit about yourself as a maintainer. Is this your first Hacktoberfest, or have you maintained in others? Feel free to embed your GitHub account by using {% embed LINK %} -->

### Project
<!-- Tell us about the repository that you hosted. What processes did you set up to review and merge pull requests? Feel free to embed your GitHub repo by using {% embed LINK %} -->

### Highs and Lows
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Hacktoberfest 2023...
Tags: hack23contributor
Published: 2023-11-09 06:15:55

## Intro
Hey folks! This Hacktoberfest was extra special for me—it marked my second year as a contributor, and this time around, I decided to wear the maintainer hat as well. If you're curious, you can find my contributions on GitHub.

## Highs and Lows
As a contributor, the highs were, of course, the satisfaction of solving issues and making meaningful contributions. There's something about that green square grid on my GitHub profile that brings a smile to my face. On the maintenance side, it was a different thrill. It was inspiring to see so many passionate contributors coming together. Of course, the lows were there too. Coordinating efforts and dealing with the occasional hiccup in the process kept me on my toes. But hey, challenges are where the growth happens, right?

## Growth
Reflecting on my skill set before Hacktoberfest 2023, I realized how far I've come. Last year was more about dipping my toes into open source, but this time, as a maintainer, I deep-dived into the responsibilities and intricacies of project management. It's given me a whole new appreciation for collaboration, communication, and the importance of maintaining a welcoming and inclusive environment. My learning and career goals have definitely evolved—I'm now considering more leadership roles in the open source world.

Participating as both a contributor and a maintainer has been an enriching experience. It's like being a dual-class character in an RPG, with the ability to navigate the code dungeons and manage the party at the same time. Looking forward to more adventures in the open source realm!
Lottery in India: A Glimpse into a Popular Gaming Tradition
Published: 2023-11-09 06:30:28

Lotteries have long held a special place in the hearts of people seeking a touch of luck and fortune, and India is no exception. In this diverse and culturally rich nation, lotteries have become a beloved pastime for countless individuals who dream of striking it big. Whether you're a local resident or a visitor exploring the vibrant streets of India, the lure of the lottery is impossible to ignore.

The Fascination with Indian Lotteries

Lotteries in India are celebrated for their ability to transform ordinary lives in extraordinary ways. They offer a chance at unexpected windfalls, from cash prizes to valuable goods, and even the prospect of becoming an overnight millionaire. For many, participating in lotteries is not just a game; it's a pursuit of dreams and aspirations.

The Variety of Indian Lotteries

India boasts a wide array of lotteries, each with its own unique charm and regional popularity. From state-run lotteries like the Kerala State Lottery to private games, there are numerous options for those seeking to test their luck. These lotteries are not only a source of entertainment but also a means of generating funds for various social initiatives and charitable causes.

Introducing Lottery-India.com

For those who wish to explore the world of Indian lotteries, [Lottery-India.com](https://lottery-india.com/) is your comprehensive online resource. This website serves as your portal to an array of lottery options, offering valuable information on the latest draws, results, and even strategies to maximize your chances of winning. Whether you're a seasoned lottery enthusiast or a newcomer to this exciting realm, Lottery-India.com is your one-stop destination for all things related to Indian lotteries.

Why Choose Lottery-India.com?

Latest Updates: Stay informed with up-to-the-minute results, draw schedules, and lottery news from across India.

Comprehensive Guides: Gain insights into the diverse lotteries available in different states, their rules, and the prizes on offer.

User-Friendly Interface: Navigating the website is a breeze, making it easy for anyone to access the information they need.

Play It Safe: Learn about trusted and authorized lottery agents and ticket purchasing options to ensure a secure and enjoyable lottery experience.
Placeholder Contributor
Tags: hack23contributor
Published: 2023-11-09 06:15:19

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

### Intro
<!-- Share a bit about yourself as a contributor. Is this your first Hacktoberfest, or have you contributed to others? Feel free to embed your GitHub account by using {% embed LINK %} -->

### Highs and Lows
<!-- What were some of your biggest accomplishments or light-bulb moments this month? Did any problems come up that seemed impossible to fix? How did you adapt in those cases?  -->

### Growth
<!-- What was your skillset before Hacktoberfest 2023 and how did it improve? Have your learning or career goals changed since working on these new projects? -->
Python for Beginners
Tags: training, python, course, certification
Published: 2023-11-09 05:50:38

Python is a high-level, interpreted programming language known for its simplicity, readability, and versatility. It was created by Guido van Rossum and first released in 1991. Python's design philosophy emphasizes code readability and a clean, easy-to-understand syntax, which makes it an excellent choice for both beginners and experienced programmers. 

Here's a brief **[Introduction to Python](https://www.youtube.com/watch?v=SB9Hyw8wQkQ)**:

1.	Interpreted Language: Python is an interpreted language, which means you don't need to compile your code before running it. You can write Python code and execute it directly.

2.	General-Purpose: Python is a general-purpose language, suitable for a wide range of applications, from web development and data analysis to scientific computing and automation.

3.	Readable and Expressive: Python's syntax is designed to be clear and concise, making it easy to write and understand. It uses indentation (whitespace) for code structure, which enforces good coding practices.

4.	Dynamic Typing: Python uses dynamic typing, so you don't need to declare variable types explicitly. The interpreter infers types at runtime, making code more flexible.

5.	Large Standard Library: Python comes with a vast standard library that includes modules and packages for various tasks like file handling, network communication, and more. This library can save you a lot of time when developing applications.

6.	Cross-Platform: Python is available on various platforms, including Windows, macOS, and Linux, so your Python code can run on different operating systems without major modifications.

7.	Open Source: Python is open-source, which means it's free to use and has a large, active community of developers who contribute to its growth.

8.	Community and Ecosystem: Python has a thriving ecosystem with numerous third-party libraries and frameworks, such as Django for web development, NumPy for scientific computing, and TensorFlow for machine learning.

9.	Versatile: Python can be used for a wide range of applications, including web development, desktop applications, data analysis, machine learning, artificial intelligence, automation, and more.

10.	Popular and In-Demand: Python is one of the most popular programming languages, making it a valuable skill in the job market.

To get started with Python, you'll need to install it on your computer, and there are several popular integrated development environments (IDEs) like PyCharm, Visual Studio Code, and Jupyter Notebook that can help you write, test, and run Python code. Python's official website (python.org) provides installation instructions and a wealth of resources for learning the language.

You can begin your Python journey by writing simple programs, exploring the Python documentation, and gradually working on more complex projects. Python's community is welcoming and supportive, making it an excellent choice for both beginners and experienced programmers.
Omegle Founder Announces Heartbreaking Decision to Shut Down Amidst a Barrage of Attacks
Published: 2023-11-09 06:00:12

In a recent open letter, Leif K-Brooks, founder of the popular online chat website Omegle, announced the difficult decision to shut down the platform. The website, which rose to fame for its ability to connect strangers anonymously for conversations, has been a place of solace, discovery, and human connection for millions since its inception.

Brooks, who launched Omegle at 18 from his bedroom, envisioned the internet as a global village's public square. Omegle was his contribution to this ideal, a platform that embraced the spontaneity of social interactions. However, he was also candid about the challenges and darker aspects of running such a service. Despite robust moderation policies and collaboration with law enforcement agencies to combat misuse, the platform faced relentless scrutiny over the actions of a few.

The letter touches on the philosophical debates surrounding technology and society, invoking C.S. Lewis's fears of "omnipotent moral busybodies" and the limits of safety and crime prevention. Brooks compares the current social climate's tendency to limit freedoms because of fear to oppressive tyrannies that, with good intentions, become suffocating.

Brooks’s story is not just about the rise and fall of a digital platform but is also deeply personal. As a survivor of childhood sexual assault, he shares how the internet provided a safe space to interact without the risk of physical harm, contrasting it with the real world's potential dangers. His narrative highlights the internet's empowering potential for individuals dealing with trauma.

The closure of Omegle is portrayed not only as a loss for its founder but as a blow to free society's principles. Brooks warns against a future where the internet is sanitized into a "souped-up version of TV," with limited interaction and creativity.

In a poignant farewell, Brooks thanks the Omegle community and encourages support for the Electronic Frontier Foundation, advocating for the rights of internet users. His letter is both a thank you note and a rallying cry, urging society to reflect on the balance between safety and freedom.

The struggle to maintain the purity of his early internet vision against the backdrop of a changing world has been taxing for Brooks. The announcement of Omegle's shutdown is a stark reminder of the delicate interplay between the ideals of openness and the practicalities of ensuring user safety. With the shuttering of Omegle, the internet loses a unique avenue for connection and the potential for what Brooks describes as the "meeting of souls" in an increasingly disconnected world.

{% cta https://github.com/opensignlabs/opensign %} ⭐ OpenSign on GitHub{% endcta %}
Guide About Nighthawk Firmware Update.
Tags: nighthawkfirmwareupdate, netgear, firmware
Published: 2023-11-09 05:38:50

A [Nighthawk firmware update](https://nighthawklog.net/how-to-update-netgear-nighthawk-router-firmware/) is a critical software upgrade for enhancing device performance, security, and functionality by fixing bugs and improving compatibility with new devices. 
Users can typically access and install the update through the device's web interface or by using the Nighthawk app. Just log in to your Nighthawk account and follow the instructions to upgrade your device.
Lógica de programación.
Published: 2023-11-09 05:25:50

🚀 Discover the fascinating world of programming logic! 💻✨ I'm excited to share a series of articles I've written on Medium. You will learn the essential concepts that will help you master programming and solve problems efficiently in 5 different programming languages (Ruby, Python, JavaScript, Golang and Elixir). Ready to immerse yourself in the code? Click on the link to get started! 👉 https://pin.it/7IUzfVW

Please don't forget to share it!

#ProgrammingTechnology #ProgrammingLogic #SoftwareDevelopment #Learning #CodingJourney 📚🔍
Rejuvenate Your Appearance at the Premier Botox Clinic in Burlington
Tags: healthydebate
Published: 2023-11-09 04:48:27

Achieve a stunning, youthful appearance with our top-rated botox treatments in Burlington at Lighthouse Dental Care. Visit https://lighthousedentalcare.ca/services/botox-burlington-on/ and let their dedicated team of professionals restore your confidence.