teleren/devto huggingface dataset:
10 In-Demand Highest-Paying Python Jobs in 2024
Tags: python, beginners, webdev, datascience
Published: 2024-06-20 18:27:57

Below are the **top 10 Best careers** in Python according to **ZipRecruiter** and **Indeed**, along with their estimated average annual salaries:

1. **Machine Learning Engineer ==> _$110,500 - $164,500_:** Machine learning engineers use Python to build and deploy machine learning models that can learn from data and make predictions. They are in high demand across various industries, such as finance, healthcare, and technology.

2. **Data Scientist ==> _$100,500 - $150,000_:** Data scientists use Python to collect, clean, analyze, and interpret data. They use their findings to solve business problems and develop data-driven strategies.

3. **Python Developer ==> _$100,500 - $138,500_**: Python developers use Python to build a wide range of software applications, from web and mobile apps to backend systems and automation scripts.  

4. **Full Stack Developer (Python) ==> _$109,000 - $151,000_:** Full stack developers use Python to develop both the front-end (user interface) and back-end (server-side) of web applications. While they may use other languages for the front-end, Python is a popular choice for the back-end.

5. **Automation Engineer ==> _$93,500 - $140,500_:** Automation engineers use Python to automate repetitive tasks, which can improve efficiency and reduce errors. They are in demand across various industries, such as manufacturing, IT, and healthcare.

6. **DevOps Engineer ==> _$91,500 - $143,500_:** DevOps engineers use Python to automate the process of building, testing, and deploying software applications. They work to bridge the gap between development and operations teams.

7. **Data Analyst ==> _$85,500 - $133,500_:** Data analysts use Python to clean, analyze, and visualize data to identify trends and insights. They communicate their findings to stakeholders to help them make data-driven decisions.

8. **Web Developer (Python) ==> _$81,500 - $129,500_:** Web developers use Python to build web applications. While Javascript is the most common language for front-end development, Python with frameworks like Django is a popular choice for back-end development.

9. **Software Engineer (Python) ==> _$79,500 - $127,500_:** Software engineers use Python to develop a wide range of software applications. This can be similar to Python developer roles, but may encompass a broader range of languages and technologies.

10. **Quant Analyst ==> $95,500 - $145,500:** Quant analysts use Python to develop and implement mathematical models to analyze financial markets and make investment decisions. While a strong background in finance is required, Python is becoming an increasingly important tool for quantitative analysts.

> **_Remember these are just estimated average salaries and can vary depending on factors such as experience, location, and the specific company._**
I want to Create a WEbsite for Unit Conversion in wordpress
Tags: javascript, python, devops
Published: 2024-06-20 18:27:07

I want to make website which will be Unit Conversion like , [Length Unit Converter](https://uzzasoft.com/tools/conversions/length), [Weight Conversions](https://uzzasoft.com/tools/conversions/weight-and-mass), [Volume Converters](https://uzzasoft.com/tools/conversions/Volume) ETC, 
I wnat to make bulk pages in wordpress with minimal efforts 
How can I do that ?
Can I USE ANY PLUDGIN OR SCRIPT TO MAKE IT FASTER ????
Short Overview: Frontend Architectures 🧩
Tags: webdev, javascript, frontend
Published: 2024-06-20 18:22:26

Frontend architectures define how the components of a web application are organized and interact. Here are some common types:

### Monolithic Architecture 🏛️
- **Single Codebase**: Everything is in one place.
- **Pros**: Simple to set up and maintain.
- **Cons**: Hard to scale, changes affect the entire app.

### Micro Frontends 🧩
- **Multiple Independent Frontends**: Each frontend is a self-contained micro-app.
- **Pros**: Scalable, team autonomy.
- **Cons**: Complex to integrate, potential for inconsistencies.

### Single-Page Application (SPA) 🖥️
- **Dynamic Loading**: Loads a single HTML page and updates dynamically.
- **Pros**: Fast and smooth user experience.
- **Cons**: Initial load time can be slow, SEO challenges.

### Multi-Page Application (MPA) 📄📄
- **Separate Pages**: Each interaction loads a new page.
- **Pros**: Better SEO, simpler initial load.
- **Cons**: Slower navigation, more server load.

### Server-Side Rendering (SSR) 🏗️
- **Pre-Rendered on Server**: Pages are generated on the server before being sent to the client.
- **Pros**: Better for SEO, fast initial load.
- **Cons**: More complex server setup, potentially slower page transitions.

### Static Site Generation (SSG) 🗂️
- **Pre-Built Pages**: Pages are pre-rendered at build time.
- **Pros**: Fast load times, great for SEO.
- **Cons**: Not suitable for highly dynamic content.

### Progressive Web App (PWA) 📲
- **Hybrid of Web and Mobile**: Web apps that provide a mobile app-like experience.
- **Pros**: Offline capabilities, app-like experience.
- **Cons**: Limited access to device features compared to native apps.

Each **frontend** architecture comes with its own set of benefits and trade-offs. The optimal choice hinges on your project’s unique requirements and goals. Understanding these different architectures enables you to make informed decisions that lead to the creation of robust, scalable, and maintainable web applications.

**Thank you.**

[![webcrumbs](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/w820v9cbqej2g5u7oyg7.png)](tools.webcrumbs.org)
Looking for coding friends
Tags: community, webdev, frontend, react
Published: 2024-06-20 18:19:42

Hello wonderful people of Dev.to!

Let me tell you a back story of myself. I recently finished a coding bootcamp in Fall 2023. I finished one of the top students in my cohorts and was always looking to improve at the time. I was hooked. I took a major break and thought to myself I could do so and pick up right where I left off. I came back from my vacation and was unmotivated thinking, I'll still take a couple of months off because that's just how my brain works. 

I realizd how wrong I was. I opened up VSCode and understood somethings, but at the same time I also realized that I wasn't nearly as efficient as I was once before. Yes, I know that this was my fault. I put myself in this position. However, I started coding again and realized why I might have stopped before and seemed unmotivated coming back to the world. However, this time the journey is so much more satisfying because I'm doing it because I want to and my thought process isn't skewed because of monetary motivation. 

What do I mean? Well I'm working on my own now. I don't have the feeling of 'I have to go to this class because if not, I'm going to miss this'. Rather, it's I want to spend time on this because I want to get better. 

Anyways, I've created a Discord community server to help myself stay motivated and helping motivate others along the way. While it's a very small community, I do have plans to help it grow eventually. If you're new to coding, I encourage you to come, join and introduce yourself. Heck, you might even be the smartest one in the room =)

Here is the link: https://discord.gg/XYtUhynk
Fat Burn Active Supplement Review
Tags: review
Published: 2024-06-20 18:17:16

Fat Burn Active is a weight loss supplement that claims to help you burn fat, manage weight, and improve your metabolism. However, there is limited independent research on the effectiveness of this specific supplement.

Here's a closer look at Fat Burn Active:

**Ingredients**

*  Acetyl L-Carnitine: This amino acid helps your body transport fat into cells where it can be burned for energy.
*  Green Tea Extract: Green tea extract is a natural source of caffeine and antioxidants, which may help boost metabolism and promote fat burning.
*  Guarana Seed Extract: Guarana is a plant similar to coffee that contains caffeine. It may increase energy expenditure and help with weight loss.
*  African Mango Seed Extract: This extract may help regulate blood sugar levels and reduce appetite.
*  Cayenne Pepper Extract: Cayenne pepper contains capsaicin, which may help boost metabolism and increase calorie burning.

**Potential Benefits**

* Increased fat burning
* Improved metabolism
* Reduced appetite
* More energy

**Potential Risks**

* Fat burners can interact with other medications you are taking.
* Some of the ingredients in Fat Burn Active can cause side effects such as anxiety, insomnia, and upset stomach.
* There is limited scientific evidence to support the claims that Fat Burn Active works.

**Overall**

Fat Burn Active is a weight loss supplement that contains some ingredients that have been shown to promote weight loss. However, there is limited independent research on the effectiveness of this specific supplement. 

Here are some general tips for safe and effective weight loss:

* Eat a healthy diet that is low in calories and processed foods.
* Exercise regularly.
* Talk to your doctor before taking any weight loss supplements.

[View full content ](https://thedailylifereview.com/content-review-00)
I am wanting to loop this entire code infinitely
Tags: webdev, css, csshelp, learning
Published: 2024-06-20 18:03:00

Hi guys I have this code which i will add below, i am trying to loop the entirety of it infinitely after the last image (imagetest5) finishes its animation and have is start back at (imagetest1)
Please could you assist!!

Code:

@keyframes start-animation {
0% { opacity: 0; }
10% { opacity: 1; }
20% { opacity: 0; }
100% { opacity: 0; }
}

@keyframes flicker {
0%, 100% { opacity: 1; }
50% { opacity: 0.3; }
}

.imagetest {
opacity: 0;
animation: start-animation 20s infinite, flicker 2s infinite;
}

.imagetest1 {
opacity: 0;
animation:
fade-in 0.5s ease-in 1s infinite,
flicker1 1s cubic-bezier(0.4, 0, 1, 1) 1s infinite alternate,
disappear1 0.5s cubic-bezier(0.4, 0, 1, 1) 2s forwards;
}

.imagetest2 {
opacity: 0;
animation:
fade-in 0.5s ease-in 6s infinite,
flicker2 1s cubic-bezier(0.4, 0, 1, 1) 3s infinite alternate,
disappear2 0.5s cubic-bezier(0.4, 0, 1, 1) 4s forwards;
}

.imagetest3 {
opacity: 0;
animation:
fade-in 0.5s ease-in 10.5s infinite,
flicker3 1s cubic-bezier(0.4, 0, 1, 1) 5s infinite alternate,
disappear3 0.5s cubic-bezier(0.4, 0, 1, 1) 6s forwards;
}

.imagetest4 {
opacity: 0;
animation:
fade-in 0.5s ease-in 15s infinite,
flicker4 1s cubic-bezier(0.4, 0, 1, 1) 7s infinite alternate,
disappear4 0.5s cubic-bezier(0.4, 0, 1, 1) 8s forwards;
}

.imagetest5 {
opacity: 0;
animation:
fade-in 0.5s ease-in 17s infinite,
flicker4 1s cubic-bezier(0.4, 0, 1, 1) 7s infinite alternate,
disappear4 0.5s cubic-bezier(0.4, 0, 1, 1) 8s forwards;
}

@keyframes fade-in {
0% { opacity: 0; }
100% { opacity: 1; }
}

@keyframes flicker1 {
0% { opacity: 1; }
5%, 25%, 50%, 75%, 95%, 100% { opacity: 0.8; }
10%, 20%, 30%, 40%, 60%, 70%, 80%, 90% { opacity: 0.6; }
15%, 35%, 55%, 85% { opacity: 0.4; }
45%, 65%, 88% { opacity: 0.2; }
}

@keyframes flicker2 {
0% { opacity: 1; }
5%, 25%, 50%, 75%, 95%, 100% { opacity: 0.8; }
10%, 20%, 30%, 40%, 60%, 70%, 80%, 90% { opacity: 0.6; }
15%, 35%, 55%, 85% { opacity: 0.4; }
45%, 65%, 88% { opacity: 0.2; }
}

@keyframes flicker3 {
0% { opacity: 1; }
5%, 25%, 50%, 75%, 95%, 100% { opacity: 0.8; }
10%, 20%, 30%, 40%, 60%, 70%, 80%, 90% { opacity: 0.6; }
15%, 35%, 55%, 85% { opacity: 0.4; }
45%, 65%, 88% { opacity: 0.2; }
}

@keyframes flicker4 {
0% { opacity: 1; }
5%, 25%, 50%, 75%, 95%, 100% { opacity: 0.8; }
10%, 20%, 30%, 40%, 60%, 70%, 80%, 90% { opacity: 0.6; }
15%, 35%, 55%, 85% { opacity: 0.4; }
45%, 65%, 88% { opacity: 0.2; }
}

@keyframes disappear1 {
0% { opacity: 1; }
100% { opacity: 0; }
}

@keyframes disappear2 {
0% { opacity: 1; }
100% { opacity: 0; }
}

@keyframes disappear3 {
0% { opacity: 1; }
100% { opacity: 0; }
}

@keyframes disappear4 {
0% { opacity: 1; }
100% { opacity: 0; }
}
Help post !
Tags: webdev, css, beginners, programming
Published: 2024-06-20 17:31:35


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/wwn3wxw9gvxjd033v6g7.png)

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/gtn474h6kpjfkxi5vigq.png)


Can anyone help me with this problem why this is overlapping??
From DreamHost to Office 365: A Streamlined Migration Guide
Tags: dreamhost, office365
Published: 2024-06-20 17:02:44

Leaving DreamHost email behind and embracing the robust features of Office 365 can be a strategic move for your business. But navigating the DreamHost to Office 365 migration process can seem daunting. Fear not! This guide simplifies your journey:

Planning is Key:
Define Your Scope: Identify the data types to migrate during your DreamHost to Office 365 migration (emails, contacts, calendars).
User Assessment: Determine the number of users and their email usage patterns to inform your DreamHost to Office 365 migration strategy.
Tool Selection: Choose a migration method (IMAP, third-party tool) based on complexity and technical expertise for your DreamHost to Office 365 migration. Consider security features offered by different tools.

Migration Made Easy:
IMAP Migration: For smaller email volumes, utilize the built-in IMAP functionality of Office 365 for a free, manual transfer during your DreamHost to Office 365 migration.
Third-Party Assistance: For larger datasets or complex needs, explore third-party migration tools that automate the DreamHost to Office 365 migration process and offer advanced features like data filtering and scheduling.

Post-Migration Success:
Verification is Vital: Ensure all data is transferred successfully by verifying email counts, contacts, and calendar entries after your DreamHost to Office 365 migration.
User Adoption Strategies: Provide training and support materials to help users navigate the new Office 365 environment following your successful DreamHost to Office 365 migration.

By following these steps and leveraging the power of Office 365, you can streamline your [DreamHost to Office 365 migration](https://www.o365cloudexperts.com/blog/dreamhost-to-office-365-migration/) process and unlock the benefits of enhanced collaboration, security, and productivity for your team.  Consider partnering with a trusted migration specialist like Apps4Rent. Their team of experts can provide valuable guidance on selecting the right tools, ensure a smooth data transfer during your DreamHost to Office 365 migration, and offer ongoing support to help your users adapt to the new platform. This additional layer of expertise can ensure a seamless transition for your entire team.
Testing Your API with Fastify and Vitest: A Step-by-Step Guide
Tags: node, fastify, vitest, api
Published: 2024-06-20 16:38:29

Hey there! Let's dive into how to test an API built with Fastify using Vitest and TypeScript. We'll focus on a simple health check route and make sure everything's working as it should.

### Why Test an API?

Testing an API is super important to make sure everything is running smoothly. Automated tests help us catch bugs quickly and keep our code solid and reliable.

### Setting Up the Environment

Let's start from scratch and set up our project. First, create a directory for the project and initialize a new Node.js project:

```bash
mkdir my-fastify-api
cd my-fastify-api
npm init -y
```

Next, let's install Fastify and TypeScript:

```bash
npm install fastify
npm install typescript ts-node @types/node --save-dev
```

Create a `tsconfig.json` file to configure TypeScript:

```json
{
  "compilerOptions": {
    "target": "ESNext",
    "module": "CommonJS",
    "strict": true,
    "esModuleInterop": true,
    "skipLibCheck": true,
    "forceConsistentCasingInFileNames": true,
    "outDir": "./dist",
    "rootDir": "./src"
  },
  "include": ["src/**/*.ts"]
}
```

### Creating the Fastify Server

Now, let's set up a Fastify server with a simple health check route. Create a `src` directory and inside it, make an `app.ts` file:

```typescript
// src/app.ts
import fastify from 'fastify';

const app = fastify();

app.get('/health-check', async (request, reply) => {
  return { status: 'ok' };
});

export default app;
```

Next, let's create the `server.ts` file to start the server:

```typescript
// src/server.ts
import app from './app';

const start = async () => {
  try {
    await app.listen({ port: 3000 });
    console.log('Server is running on http://localhost:3000');
  } catch (err) {
    app.log.error(err);
    process.exit(1);
  }
};

start();
```

### Installing Vitest

Now, let's install Vitest so we can write our tests:

```bash
npm install --save-dev vitest
```

Add the following scripts to your `package.json`:

```json
"scripts": {
  "dev": "ts-node src/server.ts",
  "test": "vitest",
  "test:watch": "vitest --watch"
}
```

### Writing Tests

Let's write a test for our `health-check` route. Create a `tests` directory and inside it, make a `health-check.test.ts` file:

```typescript
// tests/health-check.test.ts
import app from '../src/app';
import { test, expect } from 'vitest';

test('GET /health-check should return status OK', async () => {
  const response = await app.inject({
    method: 'GET',
    url: '/health-check'
  });

  expect(response.statusCode).toBe(200);
  expect(response.json()).toEqual({ status: 'ok' });
});
```

### Running the Tests

To run the tests, use this command:

```bash
npm test
```

If you want the tests to run continuously whenever you make changes, use:

```bash
npm run test:watch
```

### Conclusion

And that's it! In this article, we saw how to set up a Fastify project with TypeScript from scratch and how to write tests for a simple route using Vitest. Testing your routes makes sure your API is always working correctly and helps avoid any nasty surprises later on. Happy coding!
Day 24 of my progress as a vue dev
Tags: webdev, vue, typescript, tailwindcss
Published: 2024-06-20 16:32:20

**About today**
Today was again one of those days where I struggled to follow my routine to the fullest and spent most of my time on youtube and sleeping which I think is not progressive in any way. But, I'm starting to realize that such instances are going away and I will keep on encountering such days in the future as well. My goal is do as much work as I can and not waste a lot of time, and also not to let this effect me to the point of giving up. Because, I think taking little steps constantly is better than not moving at all. So, I did work on my second landing page and tried to extend the work further and make it more better and I feel good with the work I did today.

**What's next?**
I will completing my landing page and I will also be pushing the code to my github repository for anyone who wants to check it out. And yeah, rest of the plan is still the same.

**Improvements required**
One thing I noticed is in order to get more work done in shorter period of time I was starting to write smelly code which really bothered me today when I was navigating through it. So, I have to consciously try to write clean code while moving forward efficiently time wise. 

Wish me luck!
How does Nostra utilize mobile game advertising and lock screen games to enhance gaming monetization strategies?
Tags: gamedev, mobilegames, androidgames, nostragames
Published: 2024-06-20 16:31:33

At Nostra, we harness the power of [**mobile game advertising**](https://medium.com/@adreeshelk/get-to-know-all-about-gaming-platforms-today-e5d4ae7f25dd?utm_source=referral&utm_medium=Medium&utm_campaign=Nostra) and lock screen games to optimize gaming monetization strategies. Through our platform, developers can seamlessly integrate mobile game advertising formats like rewarded videos and interstitial ads, maximizing revenue while preserving the user experience. Additionally, our innovative [**lock screen games**](https://nostra.gg/articles/Lock-Screen-Games-Are-a-Game-Changer-for-Gaming-Developers.html?utm_source=referral&utm_medium=article&utm_campaign=Nostra) offer a unique avenue for engagement, allowing developers to showcase ads or in-game offers directly on users' lock screens. This strategic approach not only increases ad impressions but also enhances user engagement. By leveraging [**mobile game advertising**](https://medium.com/@adreeshelk/140-million-players-by-2027-will-you-be-one-of-them-2049631abb6e?utm_source=referral&utm_medium=Medium&utm_campaign=Nostra) and lock screen games on Nostra, developers can unlock multiple revenue streams, ensuring the success of their gaming monetization strategies.
my unconventional journey into tech
Tags: beginners, codenewbie, community, discuss
Published: 2024-06-20 16:29:30

## Where it started

I’ve hopped from a diploma in Music and Audio Technology to a college degree in Business Management, then landing a job in IT engineering most recently. I’ve read about many self-taught individuals getting into the software industry over the past few years and I’ve started on this journey halfway through completing my business degree. It’s surreal to think how far I’ve come and still have the privilege to have a hand in the things I love like music.

My past 5 years:

2019 - Got a diploma and worked as a freelance audio engineer

2020 - Got into Uni because Covid killed my freelance work

2021 - Took a coding elective and started learning about the programming world

2022 - Absorbed like a sponge from dev meetups, communities and learned about programming ecosystems

2023 - Landed an IT internship that led to a huge upgrade to full-time

However, I’m still incredibly new to the tech industry especially only being in it professionally for less than a year. It’s sometimes overwhelming to think about the stacks and stacks of tools and techniques to learn, but the satisfaction of fixing the smallest bug and finally printing “hello world” to the console is so worth it. Maybe it’s me and my addiction to dopamine and doing things that make me feel good or maybe tech itself just seems way too promising.

## Looking ahead

I’m still really far from the things I want to achieve and breaking them down into an ideal world and unrealistic 5-year plan, this is pretty much what it looks like:

2025 - Land a job in a startup doing either fullstack development / software engineering

2026 - Do such a good job that job upgrades are in order

2027 - Build a SaaS and get at least 500 customers

2028 - Scale the SaaS and build a team

2029 - Become a software rockstar or willfully unemployed


### My ingenious plan to make it work

What I’ve learnt with my short time being in tech is that the ability to learn is more important than anything. The ability to absorb like a sponge and apply everything in a completely different situation regardless of how difficult it may seem. Everything has a pattern and some form of consistency, and one iteration to improve a program even by a little bit is more valuable than building multiple projects. Quality over quantity.

I’ve learnt from my years in the music industry that quality comes from experience too, good habits, and a ton of muscle memory. So for the rest of this year I’m going to try and build these habits one day at a time!

With a webdev starting point in NodeJS, I’ve recently picked up Go and any advice on mastering the high-level language itself is welcome!

Let me know how your journey into tech was, and if it was as random and abrupt as mine! :)
Reinforcement Learning: A Brief Overview
Tags: devchallenge, cschallenge, computerscience, beginners
Published: 2024-06-20 16:29:19

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

## Explainer

In Reinforcement Learning (RL), we train models to make decisions based on actions, mistakes, and feedback, like humans learn from experience. In RL, model generate outputs on it's own, store feedback from incorrect outputs to improve future responses.

## Additional Context

When I learned about Reinforcement Learning in a Machine Learning course, I found it to be an interesting topic to explain. It is hard to explain briefly, but I still tried to do my best.

<!-- Thanks for participating! -->