teleren/devto huggingface dataset:
Critical Skills for Python Developers in 2024
Tags: python, devops, learning, development
Published: 2024-06-24 05:40:45

Python's popularity stems from its simplicity and versatility, but excelling as a developer requires a diverse skill set. Here are the key competencies Python developers should master:
Machine Learning and AI Proficiency
Understanding machine learning and AI is crucial. Familiarity with libraries like NumPy, Pandas, and Matplotlib for data manipulation and visualization, and Scikit-learn, TensorFlow, or PyTorch for machine learning and deep learning, is essential.
Version Control Expertise
Proficiency in version control, particularly Git, is fundamental for managing code changes and collaborating. Knowledge of platforms like GitHub and GitLab, and CI/CD workflows, ensures efficient project management.
Mastery of Python Libraries
In-depth knowledge of Python libraries tailored to specific fields boosts productivity. For web development, libraries like Beautiful Soup, Flask, or Django are vital. For data analysis, mastering NumPy, Pandas, Matplotlib, and Seaborn is crucial.
Strong Communication Skills
Effective communication aids in discussing technical details, understanding project requirements, and collaborating within a team, enhancing overall project efficiency.
Analytical and Problem-Solving Skills
Strong analytical skills are necessary for tackling complex problems, designing algorithms, and manipulating data effectively. Good problem-solving abilities enable quick debugging and code optimization.
Object-Oriented Programming
A solid grasp of OOP principles is essential for writing clean, maintainable code. Skills in defining classes, managing objects, and encapsulating functionalities contribute to building scalable applications.
Expertise in Python Frameworks
Mastery of frameworks like Django, Flask, FastAPI, Pyramid, TensorFlow, and Scikit-learn significantly boosts development efficiency, catering to web development, high-performance APIs, and data science.
Core Python Proficiency
A strong command of core Python concepts, including built-in data types, OOP paradigms, functional programming, and meta-programming, is essential for efficient coding.
API Development and Integration
Proficiency in API development, including making requests, analyzing responses, and understanding HTTP protocols, is necessary. Knowledge of handling JSON and XML formats and authentication mechanisms like OAuth is crucial.
Conclusion
A successful Python developer blends technical expertise with strong communication and problem-solving skills. Mastering core Python development, staying updated with frameworks, and continuously honing these skills are key to thriving in this dynamic field.
Lux Line Attire
Tags: mensfashion, bespokeshirts, mendressshirts, custommadeshirts
Published: 2024-06-24 05:37:45

Lux Line Attire Shirts

We’re the experts in making custom shirts just for guys. We’ve got the skills, the best fabrics, talented designers, and more than 110,000 happy customers who can vouch for us. We’ve been doing this for over ten years, and we’re really proud of our work. Our secret to success? We’re super focused on making the best custom shirts for men, and we’re dedicated to it.

Our shirts are made just for you, with all the measurements taken by experts and tailored to fit you perfectly.
Read More: [Custom made shirts](https://luxlineattire.com)
Simple chatbot to improve Happiness
Tags: devchallenge, twiliochallenge, ai, twilio
Published: 2024-06-24 05:34:19

*This is a submission for [Twilio Challenge v24.06.12](https://dev.to/challenges/twilio)*

## What I Built
<!-- Share an overview about your project. -->
The idea about this project is very simple. Its an attempt to boost positivity as people are more and more stressed in their daily lives. Simple things such as viewing images of nature(or actually going out for a walk in sunlight), pets, reading positive quotes etc. can provide quick mood improvements(ref).
This whatsapp chatbot would basically send you images of cute dogs and daily stoic quotes and refer you with additional details on how to get more help if possible.
Github: https://github.com/agkosd/twilio
## Demo

<!-- Share a link to your app and include some screenshots here. -->
### Scenario 1
{% embed https://youtube.com/shorts/90yLvzwxUYc?feature=share %}
This video shows a scenario where in you are feeling perfectly fine and would keep on recieving daily stoic quotes. For the purpose of recording this video the cron job was set to run every second.

### Scenario 2
{% embed https://youtu.be/M2CmgGa_7aA %}
This shows the entire flow of the application from the start to the time you recieve a message.

## Twilio and AI
<!-- Tell us how you leveraged Twilio’s capabilities with AI -->
I have used whatsapp and sms messaging channels alongwith google gemini.

The way it works is we start by sending a hello to a twilio chatbot on whatsapp. Which would then trigger a simple decision tree and would show you random generated pics of dogs as well as send you daily stoic quotes based on where you are within the decision tree. If you feel that repeatedly watching images of animals are not helpful we would send you a message(sms) with the relevant details on where and how you can avail help to keep things discreet as you could be in a setting where in you might have to open your phone in public and are a bit concerned about your privacy(mental health stigma).
## Additional Prize Categories

Twilio Times Two: Contains usage of twilio messaging channels like sms and whatsapp(webhook too) alongwith twiML.
Impactful Innovators: Helps boost positivity in daily life and provides additional resources if required.
Entertaining Endeavors: CUTE DOG IMAGES!!!
<!-- Does your submission qualify for any additional prize categories (Twilio Times Two, Impactful Innovators, Entertaining Endeavors)? Please list all that apply.  -->

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

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Migration from GaussDB to GBase 8a: Clients, Third-Party Tools, and Application Interfaces
Tags: database
Published: 2024-06-24 05:26:09

## 1. Comparison Between GSQL and GCCLI Clients
GSQL is a database connection tool provided by GaussDB 200 for running commands in the command line. This tool allows you to connect to the server and perform operations and maintenance. Its functionalities include: connecting to the database, executing SQL statements, executing meta-commands, and directly setting and using variables.

GBase 8a MPP’s GCCLI supports connecting to the database and executing SQL but does not support directly setting and using variables. 

Variables set in GaussDB must be executed in stored procedures when using GBase 8a:

```
gsql -h 10.180.123.163 -d postgres -U jack -p 25308 
\set foo 'HR.areaS' 
select * from :foo; 
area_id | area_name 
---------+------------------------ 
4 | Middle East and Africa 
3 | Asia 
1 | Europe 
2 | Americas 
(4 rows)
```


## 2. Data Studio and GBase Studio
Data Studio is a GUI tool that allows you to connect to the database, execute, and debug SQL statements and stored procedures. Data Studio supports the basic features of GaussDB 200 and provides a graphical interface for database developers. The corresponding tool for GBase 8a MPP is GBase Studio.


## 3. Migration of Other Third-Party Tools and Application Interfaces
Similar to GaussDB, GBase 8a supports the use of standard database interface APIs such as JDBC, ODBC, Perl DBI, and Python DBI. For detailed information on the installation and configuration of specific interfaces, refer to the relevant API interface manuals provided by GBase 8a.

If third-party tools or programs that use the aforementioned API interfaces to access GaussDB are to be migrated to GBase 8a, this can be done by configuring the connection driver in a conventional manner.

Common third-party tools supported by GBase 8a include:

- ETL Tools: Kettle, Informatica
- BI Tools: Cognos, Tableau
- Analytical Tools: SAS, SPSS

For detailed information on integrating specific tools, refer to the integration manuals provided by GBase 8a.
Why TDD is a waste of time
Tags: tdd, webdev, programming, javascript
Published: 2024-06-24 05:15:56

As an ex-practitioner of TDD, it is time to give the credit it deserves, TDD is not worth it. As a developer, I need to spend as much time as possible writing code, I can’t be spending valuable time writing tests.

A few days ago, I was writing an endpoint to manage an online banking bank account. This required the account to exist in the database, a valid login/password, and data from an external microservice. There are too many things to set up mocks.

Writing automated tests is just a waste of time. When you are working on a critical feature, you can simply:

-   Develop
-   Test/Debug locally
-   Set data in the local database
-   Disabling the endpoint authentication so you don’t have to set data on the authentication system
-   Put a breakpoint on the external API call to replace the data returned.
-   Or, in case of time-sensitive features, like late appointments or payment reminders, you can wait for the reminders to kick in.

After each change, we can repeat the process above for our feature and all other possible scenarios we might have impacted. 20 scenarios to test? No problem.

As the process of retesting the application takes some time, you should only do this once a day or every couple of days. This way, you don’t waste time and can deliver more.

## Confident developers

Tests are also a confidence problem; only developers who don’t trust their abilities have to write tests. If you are a professional developer, you can simply develop and push it to production, without even debugging locally, as you trust your abilities.

TDD is also not the only way to add tests. Even if I wanted an automated test coverage, we could just add the tests after the code was written. As a confident developer, I am sure to cover all the behaviours I wrote code for hours on end.

😂😂😂😂

![A robot laughing](https://archive.ph/DNBiH/ec7fe3ad36a15e11b1c14d0bd0a537b329b2ada3.webp)

As a parody as it is, this is based on arguments I’ve heard in the past on how TDD doesn’t work or is not worth it.

Let’s put a side the TDD practice, let’s focus on what’s the alternative?

-   To manually test things?
-   To delegate testing responsibilities and end up with a long feedback loop?
-   To deploy code without testing?
-   To write tests after the implementation and get partial coverage?

TDD is not a silver bullet, but I can confidently say it could be applied well and pay dividends in 80% of professional development cases. Exceptions don’t disprove the rule.

TDD is a skill set that you add to your toolbox, and you can decide when to use it as appropriate. Before throwing chairs at it, I recommend learning the practice properly. What is TDD? Who invented it? What are the rules that define whether you are doing TDD or not?
Best Angelic Healing In Ghaziabad-201010
Tags: astrologer, angelreiki, karunareiki
Published: 2024-06-24 05:15:53

[Priya The Optimist ](https://theoptimistpriya.com/about-us/)is a well renowned spiritual healer and life coach with experience of around 2 decades.

She recalls that she is blessed with special psychic abilities and powers, and has been spiritually inclined and gifted since childhood. She has always been empathetic and effortlessly gets connected with people. Her childhood life encounters tell how she instantly gets connected to people’s souls, and sees & feels things that no ordinary person can![https://theoptimistpriya.com/about-us/](url)
The Clean Coder, a Better Book Recommendation
Tags: career, careerdevelopment, books, beginners
Published: 2024-06-24 05:00:00

I bet you have been told to read "Clean Code" by Uncle Bob.

Even I declare myself guilty of recommeding it too.

The Clean Code is a good starting point. Don't take me wrong. I read it and studied. And you should too.

But I prefer and recommend another one in the "Clean" series: **The Clean Coder**.

"The Clean Coder" isn't about programming. It's about the professional practice of programming. It covers everything from what professionalism is to testing strategies, pressure, and time management.

These are four valuable lessons from "The Clean Coder":

1. Estimates aren't a single number of days, but a range.
2. You don't have to say yes to everything. But you should find a creative way to make a yes possible.
3. There is no "trying." Say no and offer a trade-off. An "I will try" is taken as yes and people expect outcomes.
4. It could consider unprofessional not to use Test-Driven Development

But if I could summarize the whole book into a single quote, it would be this:

"_Your career is your responsibility, not your employer's_"

***

_Hey, there! I'm Cesar, a software engineer and lifelong learner. Visit my [Gumroad page](https://imcsarag.gumroad.com) to download my ebooks and check my courses._
DOM Selection with Custom Function
Tags: custom, dom, selection, javascript
Published: 2024-06-24 04:50:30

**Objective:**
Create and use a custom function to select DOM elements similar to how jQuery's **$** function works.

**Explanation:**
We'll define a function named **$** that uses **document.querySelector** to select an element based on a CSS selector.

**Code Example:**
Here's the HTML and JavaScript needed to create and use the custom **$** function.

####**HTML:**

```
<!DOCTYPE html>
<html>
<head>
    <title>DOM Selection Example</title>
</head>
<body>
    <button id="submit-btn">Submit</button>
    <div class="card">Card Content</div>
    <input type="text" class="form" placeholder="Enter text">
    <div class="space">Space Content</div>

    <script src="script.js"></script>
</body>
</html>
```
####**JavaScript (script.js):**

```
// Define the custom $ function
function $(selector) {
    return document.querySelector(selector);
}

// Select elements using the custom $ function
const submitBtn = $('#submit-btn'),
      card = $('.card'),
      formInput = $('.form'),
      space = $('.space');

// Log the selected elements to the console
console.log(submitBtn);  // Output: <button id="submit-btn">Submit</button>
console.log(card);       // Output: <div class="card">Card Content</div>
console.log(formInput);  // Output: <input type="text" class="form" placeholder="Enter text">
console.log(space);      // Output: <div class="space">Space Content</div>
```
**Steps:**
**1. Define the Custom Function:**

Create a function named **$** that takes a selector as a parameter.
Use **document.querySelector** inside the function to return the selected element.

```
function $(selector) {
    return document.querySelector(selector);
}
```
**2. Select Elements:**
Use the **$** function to select elements from the DOM.
Pass a CSS selector (e.g., **'#submit-btn'**, **'.card'**) as the argument to the **$** function.
```
const submitBtn = $('#submit-btn'),
      card = $('.card'),
      formInput = $('.form'),
      space = $('.space');
```
####**3. Log the Selected Elements:**
Log the selected elements to the console to verify that they have been correctly selected.

```
console.log(submitBtn);  // Output: <button id="submit-btn">Submit</button>
console.log(card);       // Output: <div class="card">Card Content</div>
console.log(formInput);  // Output: <input type="text" class="form" placeholder="Enter text">
console.log(space);      // Output: <div class="space">Space Content</div>
```
By defining a custom **$** function, you can simplify the process of selecting DOM elements, making your code cleaner and more readable. This approach is especially useful if you are familiar with jQuery and want similar functionality in vanilla JavaScript.
Interior Design Services: Transforming Houses into Homes
Published: 2024-06-24 04:27:48

Introduction
In the realm of modern living, interior design plays a pivotal role in transforming mere houses into personalized sanctuaries that reflect the unique tastes and lifestyles of their inhabitants. At its core, interior design services encompass a blend of creativity, functionality, and aesthetic sensibility, aimed at enhancing the overall ambiance and functionality of residential spaces. Whether through strategic spatial planning, thoughtful selection of furnishings, or harmonious color schemes, professional interior designers strive to create environments that resonate with warmth and style.

The Essence of Interior Design
Interior design is more than just arranging furniture or choosing paint colors; it is a meticulous process that begins with understanding the client's preferences, lifestyle, and aspirations. Each project presents a canvas for creativity where designers orchestrate a symphony of elements to achieve a cohesive and harmonious living space. From conceptualization to execution, every decision is guided by the pursuit of enhancing both the visual appeal and practical usability of the home.

House Interior Design: Blending Form with Function
House interior design delves deeper into the nuances of creating functional yet aesthetically pleasing living spaces within residential structures. It involves a careful balance between meeting the practical needs of the occupants while imbuing the interiors with personality and charm. Professional designers leverage their expertise to optimize spatial layouts, maximize natural light, and integrate bespoke elements that elevate the overall design scheme.

Conclusion
In conclusion, Interior design services epitomize the art of crafting personalized living spaces that embody comfort, functionality, and style. Through a holistic approach that embraces creativity and innovation, designers breathe life into houses, transforming them into inviting homes. Whether it's revamping a single room or conceptualizing an entire home design, the impact of thoughtful interior design resonates deeply with those who value the art of living well. Embrace the transformative power of interior design services to redefine your living space and embark on a journey towards creating a home that is truly yours.
Dive Into the Heart of Git with Ugit 🔍
Tags: getvm, programming, freetutorial, technicaltutorials
Published: 2024-06-24 04:21:39



## Unraveling the Mysteries of Git

Hey there, fellow tech enthusiasts! 👋 Are you curious about the inner workings of Git, the beloved version control system that has revolutionized the way we manage our code? If so, then I've got the perfect resource for you: **Ugit: Learn Git Internals by Building Git Yourself**.

## Highlights of Ugit

This course is a true gem for anyone who wants to gain a deeper understanding of Git's internals. By building your own version of Git from scratch, you'll have the opportunity to:

- 🛠️ Explore the intricate mechanisms that power Git
- 🧠 Develop a more profound comprehension of how Git manages your code
- 🤖 Understand the algorithms and data structures that make Git so efficient
- 🌟 Enhance your problem-solving skills and become a more proficient programmer

## Why Ugit is a Must-Try

The best way to truly understand a tool is to create it yourself, and that's exactly what Ugit offers. 🤩 By delving into the inner workings of Git, you'll not only become a more skilled developer but also gain a newfound appreciation for the elegance and complexity of this powerful version control system.

So, what are you waiting for? Head over to [https://www.leshenko.net/p/ugit/](https://www.leshenko.net/p/ugit/) and start your journey into the heart of Git. 💻 Trust me, it's an experience you won't want to miss!

## Supercharge Your Git Learning with GetVM Playground 🚀

To truly master the concepts covered in "Ugit: Learn Git Internals by Building Git Yourself," I highly recommend taking advantage of the GetVM Playground. This powerful browser extension provides an online coding environment where you can seamlessly apply what you've learned and experiment with building your own version of Git.

The GetVM Playground offers a seamless and interactive experience, allowing you to write, test, and debug your code without the hassle of setting up a local development environment. With just a few clicks, you can access the [Ugit tutorial Playground](https://getvm.io/tutorials/ugit-learn-git-internals-by-building-git-yourself) and dive right into the hands-on exercises, putting your newfound knowledge to the test. 🛠️

The beauty of the GetVM Playground lies in its ability to simplify the learning process. No more juggling multiple tools or worrying about compatibility issues - everything you need to practice and reinforce your understanding of Git's internals is right at your fingertips. 💻 So why not take your learning to the next level and explore the Ugit tutorial Playground today? Get ready to unlock the full potential of this insightful resource!

---

## Practice Now!

- 🔗 Visit [ugit: Learn Git Internals by Building Git Yourself](https://www.leshenko.net/p/ugit/) original website
- 🚀 Practice [ugit: Learn Git Internals by Building Git Yourself](https://getvm.io/tutorials/ugit-learn-git-internals-by-building-git-yourself) on GetVM
- 📖 Explore More [Free Resources on GetVM](https://getvm.io/explore)

Join our [Discord](https://discord.gg/XxKAAFWVNu) or tweet us [@GetVM](https://x.com/getvmio) ! 😄
Computers Come Alive: Neural Networks Explained
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-24 04:15:36

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

## Explainer

Imagine consistently learning from your mistakes.

Neural Networks are a bit like your brain pulled apart to its simplest parts—developing understanding through linked components (neurons), iterating over itself, and using recollection to improve at a task.

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

## Additional Context

NN's are an integral part of the development of artificial intelligence through the subfield of deep learning. 

Interestingly, they present a way that we can tackle hard challenges by taking inspiration from our own methods of cognition; hopefully leveraging computation to accelerate technological process. 

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

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

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

<!-- Thanks for participating! -->