teleren/devto huggingface dataset:
Introduction to Bioinformatics with Python
Published: 2024-07-09 00:33:33

Introduction:
Bioinformatics is a rapidly growing field that combines biology, computer science, and mathematics to analyze and interpret biological data. With the vast amount of biological data being generated, the need for efficient computational tools has become crucial. This is where Python, a popular programming language, comes in. In this article, we will explore the advantages, disadvantages, and features of using Python in Bioinformatics.

Advantages:
One of the major advantages of using Python in Bioinformatics is its simple and easy-to-learn syntax. This makes it accessible to both biologists and computer scientists. Python also has a vast collection of libraries and modules specifically designed for bioinformatics tasks. The availability of these open-source resources allows for faster and more efficient analysis of biological data. Additionally, as Python is a high-level language, it offers more flexibility and readability, making it an ideal choice for data analysis.

Disadvantages:
One potential disadvantage of using Python in Bioinformatics is its speed. As it is an interpreted language, the execution time of a Python code may be slower compared to other programming languages like C or Java. However, this drawback can be mitigated by using optimized and specialized libraries for specific tasks.

Features:
Python offers a wide array of features that make it a valuable tool for bioinformatics. Its powerful libraries such as Biopython, NumPy, and Pandas provide functions for sequence alignment, protein structure analysis, and data manipulation respectively. It also has advanced modules for machine learning and data mining, which are essential for biological data interpretation.

Conclusion:
Python has proven to be a reliable and versatile tool for bioinformatics tasks. Its simplicity, vast library collection, and powerful features make it a popular choice among researchers and scientists. However, its slow execution speed may be a drawback in certain cases. Overall, with its increasing usage in bioinformatics, Python continues to play a crucial role in the analysis and understanding of biological data.
Join Our Threads Community for Exclusive Bad Bunny Merch Discussions!
Tags: badbunnymerch, threads, badbunny
Published: 2024-07-09 00:58:31

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Tags: badbunnymerch, vk
Published: 2024-07-09 01:00:24

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Connect with Us on LinkedIn for Professional Insights into Bad Bunny Merch!
Tags: badbunnymerch, linkedin, professionalnetwork
Published: 2024-07-09 01:03:49

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Follow Us on Quora for Answers About Bad Bunny Merch!
Tags: badbunnymerch, quora, getanswers
Published: 2024-07-09 01:06:58

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Oque é o Dunder Py
Tags: python, algorithms, datastructures, ufms
Published: 2024-07-09 20:53:32

O Dunder Py é um projeto criado para ajudar estudantes da UFMS e interessados em aprender lógica de programação e estrutura de dados. O projeto é voltado para iniciantes ou pessoas que possuem conhecimento básico.

As aulas começarão em um nível introdutório, explicando o que é Python, lógica de programação e estrutura de dados, até chegarmos a um nível avançado, podendo até mesmo colocar uma aplicação/sistema no ar na [AWS](https://aws.amazon.com/pt/what-is-aws/). 

O projeto tem o intuito de ensinar as pessoas a programar, não apenas fazer uma cópia de um sistema sem entender o que realmente está acontecendo por debaixo dos panos.

O projeto iniciará no **sábado, dia 13/07/24, às 15:30** com duração entre 1:00h e 1:30h. As aulas ocorrerão **todos os sábados**, no mesmo horário, **horário de Brasília.**

**Inscrições:** https://forms.gle/ypyTCErdDmcPFBog8 

**Adicionar as aulas em seu calendário:** [Clique aqui] (https://calendar.google.com/calendar/u/0?cid=Y18xZDMzNTQwNTgyMmJhNGZiNDIzMGJjNGRmZDAyYTIzNzA4NjhhNTc1NGJkMDlhNDE2YzQ0ZmM5NDQ4M2QxYThlQGdyb3VwLmNhbGVuZGFyLmdvb2dsZS5jb20)

**Calendário das primeiras aulas:**
![dunder py calendário de aulas](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/2sy7wv8crw522hlf1h6f.png)

Ver o calendário das aulas: [Clique aqui](https://calendar.google.com/calendar/embed?src=c_1d335405822ba4fb4230bc4dfd02a2370868a5754bd09a416c44fc94483d1a8e%40group.calendar.google.com&ctz=America%2FFortaleza)


_lembre-se de usar o gmail da UFMS para realizar a inscrição_

---
## Duvidas:

**Quando o projeto começa?**
Sábado, dia 13 de julho, às 15h30, horário de Brasília.

**O que aprenderemos?**
Vamos aprender os fundamentos da programação, desde o básico até o avançado (lógica de programação, algoritmos e estrutura de dados).

**Preciso saber Python?**
Não, ao longo do curso aprenderemos Python do zero.

**As aulas serão gravadas?**
Sim, as aulas serão gravadas e disponibilizadas juntos com os matérias de apoio como: código fonte, lista de exercício com resolução e slide (caso tenha).   

**Quem pode se inscrever?**
Inicialmente, apenas alunos da UFMS poderão se inscrever. Posteriormente, poderemos abrir inscrições para o público externo.

**Receberemos certificados?**
Não, mais no futuro tentaremos gerar com a própria UMFS ou com outras instituições.  

Caso tenha interesse em participar, faça sua inscrição no Google Forms: https://forms.gle/ypyTCErdDmcPFBog8
_lembre-se de usar o gmail da UFMS para realizar a inscrição_
Creating a Symmetrical Star Pattern in Dart
Published: 2024-07-09 01:49:16

Hey everyone!

I recently worked on a fun coding challenge to generate a symmetrical star pattern using Dart. Here's the pattern I wanted to create:

```
 *
  **
   ***
    ****
     *****
      ******
       *******
        ********
         *********
          **********
         *********
        ********
       *******
      ******
     *****
    ****
   ***
  **
 *
```

After some trial and error, I came up with the following solution:

```dart
void main() {
  int n = 10; // Height of the pattern

  // Print the upper half of the pattern
  for (int i = 1; i <= n; i++) {
    print(" " * (i - 1) + "*" * i);
  }

  // Print the lower half of the pattern
  for (int i = n - 1; i > 0; i--) {
    print(" " * (n - i) + "*" * i);
  }
}
```

### How It Works:
1. The first loop generates the upper half of the pattern, starting with 1 star and incrementing up to 10 stars, each line indented with increasing spaces.
2. The second loop creates the lower half of the pattern, starting from 9 stars down to 1 star, maintaining the symmetry by increasing the leading spaces.

### Key Takeaways:
- This exercise helped me reinforce my understanding of nested loops and string manipulation in Dart.
- By carefully controlling the number of spaces and stars in each iteration, we can create visually appealing patterns.

Feel free to try it out and let me know if you have any suggestions for improvement!

Happy coding! 🌟
Mr.Bones - Comida y snacks naturales para perros y gatos
Tags: webdev, javascript, beginners, programming
Published: 2024-07-09 02:06:04

Natural snacks for pets are increasingly gaining popularity among pet owners who are keen on providing their dogs and cats with the best nutrition possible. Unlike commercial snacks that often contain artificial additives, preservatives, and low-quality ingredients, natural snacks are made from wholesome, organic ingredients. These snacks not only offer a richer taste but also come packed with essential nutrients that contribute to the overall well-being of pets. [Natural snacks](https://mrbones.es/) can help in maintaining healthy skin and coat, improving digestion, boosting energy levels, and supporting immune health. Our approach to pet snacks is grounded in a deep understanding of what pets need for a balanced diet and how they can enjoy their treats to the fullest. Each of our recipes is meticulously crafted to ensure that it meets the highest standards of nutrition and taste. For instance, one of our popular recipes includes a mix of sweet potatoes, carrots, and lean chicken. Sweet potatoes are an excellent source of dietary fiber, vitamins A and C, and antioxidants, which support a healthy digestive system and immune function. Carrots provide beta-carotene, which is vital for eye health, while lean chicken offers high-quality protein necessary for muscle maintenance and repair.
What sets our snacks apart is not just the quality of the ingredients but the dedication and care that go into their preparation. Our team is composed of passionate pet lovers and nutrition experts who understand the unique dietary needs of dogs and cats. We believe that every pet deserves to be treated with the same level of care and attention as any family member. This philosophy drives us to maintain the highest standards of quality control and safety in our production processes.
Understanding Google AI for Website Rankings on Search Pages
Tags: google, website, seo
Published: 2024-07-09 02:30:45

You might have heard of the Google algorithm, but what exactly is it? Simply put, the Google algorithm is a complex set of rules and formulas that determine which web pages rank higher in search results. Every time you search on Google, these algorithms quickly analyze billions of web pages to find the most relevant results.

#### Key Methods Google Uses AI for Website Ranking:

1. **Natural Language Processing (NLP)**
Google uses natural language processing to understand and analyze web page content. This goes beyond keyword matching to comprehend the semantics and context of articles. Through NLP, Google can accurately identify user search intent and deliver more relevant search results.

2. **RankBrain**
RankBrain is one of Google's AI systems, focusing on handling never-before-seen search queries. It uses machine learning algorithms to understand the meaning behind queries and identify the most relevant results. RankBrain continuously learns and improves to enhance the quality of search results.

3. **BERT Model**
BERT (Bidirectional Encoder Representations from Transformers) is an advanced natural language understanding model that better interprets the relationship between search queries and web page content. BERT enables Google to handle complex queries more accurately, especially long-tail keywords and natural language queries.

4. **User Behavior Analysis**
Google uses AI to analyze user behavior, including click-through rates, dwell time, and bounce rates. These behavioral metrics help Google evaluate user experience and relevance of web pages, influencing their rankings. By analyzing vast amounts of user data, AI continuously optimizes search results.

5. **Anti-Spam Filtering**
Google employs AI technology to identify and filter out spammy websites. AI can detect unnatural link patterns, keyword stuffing, and other black hat SEO techniques to maintain the quality and fairness of search results.

6. **Personalized Search Results**
AI also helps Google provide personalized search results based on users' search history, location, and interests. This personalized service enables users to find information more quickly, enhancing search efficiency.

Google's AI technologies make search engine results pages smarter and more efficient, improving user experience and encouraging website owners to enhance content quality to align with this intelligent ranking mechanism. Utilizing [SEO AI](https://seoai.run/) further optimizes website content and structure, contributing to improved rankings in Google search results.
Which broker is best for trading in UAE?
Tags: uae
Published: 2024-07-09 02:57:37

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A Simple Guide to Python Variables
Tags: beginners, python, programming, tutorial
Published: 2024-07-09 03:20:29

## Introduction to Variables

A variable is like a container. Every variable has a value that has been assigned to it and whenever you use the variable the value that was assigned to it will actually be used. A variable's value can be changed dynamically through code and it will hold the last value that was assigned to it.

```Python
name = "John Doe"
```

Python allows you to assign more than one variable in a single line by separating their names and values with commas.

```Python
name, age, gender = "John", 12, "male"
```

## Naming Variables

In Python, there are a few rules that need to be followed when you're working with variables so that your code is easier to read and doesn't cause unnecessary errors.

The name of a variable can only contain numbers, letters, and underscores and must start with an underscore or a letter and not a number. 

If you're variable name contains two words then join them together with a underscore because spaces shouldn't be used in variable names since adding a space makes them two different words.

Python comes with some restricted keywords that are used in programming and those words can't be used as the name of a variable since Python has assigned a special function to them already.

## Constant Variables

In Python, and other programming languages, constant variables are variables whose values cannot be changed once they have been declared.

Any variable whose name is written in all capital letters will be treated as a constant variable in Python.

```Python
 VALUE_OF_PI = 3.14
```

---

Did you find this post informational? Share your thoughts in the comments and let me know where are you on your Python Journey. Don't forget to like and share if you found this helpful!
Mastering React's useMediaQuery Hook
Tags: react, coding, programming, tutorial
Published: 2024-07-09 03:24:41


## Introduction

![MindMap](https://internal-api-drive-stream.feishu.cn/space/api/box/stream/download/authcode/?code=N2E3N2UyMGViNjc3M2RmZTYxMDgzY2Y4MzIxY2JmNTZfMDY4MmNmMDE3NWFiYTBiYTNiOTFkMGQ0ODYzMzQ3ZTRfSUQ6NzM4OTQ3MTcwMzQyMDE5MDc0OF8xNzIwNDk1NDc5OjE3MjA1ODE4NzlfVjM)

This article covers the following tech skills:

![Skills Graph](https://pub-a9174e0db46b4ca9bcddfa593141f230.r2.dev/react-react-usemediaquery-hook-38395.jpg)

In this lab, we will explore the use of the `useMediaQuery` hook in React. This hook allows us to check if the current environment matches a given media query and return the appropriate value. We will learn how to use this hook to create responsive components that change their behavior based on the screen size.


## React useMediaQuery Hook

> `index.html` and `script.js` have already been provided in the VM. In general, you only need to add code to `script.js` and `style.css`.

This function checks if the current environment matches a given media query and returns the appropriate value.

- First, check if `Window` and `Window.matchMedia()` exist. If not (e.g. in an SSR environment or unsupported browser), return `whenFalse`.
- Use `Window.matchMedia()` to match the given `query`. Cast its `matches` property to a boolean and store it in a state variable, `match`, using the `useState()` hook.
- Use the `useEffect()` hook to add a listener for changes and to clean up the listeners after the hook is destroyed.
- Finally, return either `whenTrue` or `whenFalse` based on the value of `match`.

```jsx
const useMediaQuery = (query, whenTrue, whenFalse) => {
  if (
    typeof window === "undefined" ||
    typeof window.matchMedia === "undefined"
  ) {
    return whenFalse;
  }

  const mediaQuery = window.matchMedia(query);
  const [match, setMatch] = React.useState(!!mediaQuery.matches);

  React.useEffect(() => {
    const handler = () => setMatch(!!mediaQuery.matches);
    mediaQuery.addListener(handler);
    return () => mediaQuery.removeListener(handler);
  }, [mediaQuery]);

  return match ? whenTrue : whenFalse;
};
```

```jsx
const ResponsiveText = () => {
  const text = useMediaQuery(
    "(max-width: 400px)",
    "Less than 400px wide",
    "More than 400px wide"
  );

  return <span>{text}</span>;
};

ReactDOM.createRoot(document.getElementById("root")).render(<ResponsiveText />);
```

Please click on 'Go Live' in the bottom right corner to run the web service on port 8080. Then, you can refresh the **Web 8080** Tab to preview the web page.


## Summary

Congratulations! You have completed the React useMediaQuery Hook lab. You can practice more labs in LabEx to improve your skills.

---

## Want to learn more?

- 🚀 Practice [React useMediaQuery Hook](https://labex.io/tutorials/react-react-usemediaquery-hook-38395)
- 🌳 Learn the latest [React Skill Trees](https://labex.io/skilltrees/react)
- 📖 Read More [React Tutorials](https://labex.io/tutorials/category/react)

Join our [Discord](https://discord.gg/J6k3u69nU6) or tweet us [@WeAreLabEx](https://twitter.com/WeAreLabEx) 😄
My Wins of Week 🌟
Published: 2024-07-09 03:51:30

- Worked on the portfolio
- Completed Designing of portfolio
- Learned more things like Forms in react! 

- Continuously worked on react project for 3 days that is 8 7 and 6 of july!

- before that 4-5 went out

- most productive onnly 1-2-3 need to focus more on time and energy management!

2 days late for wins of week!

-090724
Check Out Our Sketchfab for 3D Models of Bad Bunny Merch!
Tags: badbunnymerch, sketchfab, 3dmodels
Published: 2024-07-09 03:43:24

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Use ChatGPT to create a programming language relationship diagram
Published: 2024-07-09 03:44:42

If you want to collect how many programming languages ​​there are in the past, you probably have to search a lot of information, but with ChatGPT, you can do it in a few minutes.

**Prompts**
If you want GPT to return the preset results, the first thing is of course to modify the prompt words. If you don't know how to write the prompt words, you can also let ChatGPT help you write the prompt words. This is the prompt words I asked GPT to help write, which is very standard.
```
Always return data in the following JSON format, and ensure all content is within this JSON:
{
  "nodes": [
    {
      "title": "Name 1",
      "id": "1eFJE77mYU0bNruKSga0jBVN",
      "desc": "Detailed explanation of Name 1."
    },
    {
      "title": "Name 2",
      "id": "6ZNo3bK3khkVZI7AWDZodHQO",
      "desc": "Detailed explanation of Name 2."
    }
  ],
  "links": [
    {
      "source": "1eFJE77mYU0bNruKSga0jBVN",
      "target": "6ZNo3bK3khkVZI7AWDZodHQO"
    }
  ]
}
- The "id" in "nodes" should be in UUID format and unique.
- The "title" in "nodes" should be the name of each step, not in the format step1, step2.
- The "desc" in "nodes" should be a detailed explanation of each step.
- Each "links" entry represents a connection.
- The "source" and "target" in "links" should be the "id" from the "nodes".
```

**Customize ChatGPT**
After writing the prompt words, you can fill in the prompt words in "How would you like ChatGPT to respond?" in Customize ChatGPT, click Save, and ChatGPT will reply to the newly raised questions according to the prompts.

**Asking questions**
Here I directly use Chinese questions, and the answers I get are exactly what I expected. Click compy code to store json as the file data.json.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/375cjtmp422mhfnxx0d5.png)



**Importing data**
I use addgraph (a tool found on producthunt) as a graphics tool. Click the Import data button at the top of the graphics box and select the data.json just saved. After the initial import, it is randomly sorted.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/x2l5m9obzbuoxon8si0c.png)



**Change color and layout**
Simply change the color scheme, then select the layout type drop-down at the top. There are five layout methods. I chose the horizontal layout here, so that you can clearly see the relationship diagram of 50 commonly used programming languages ​​drawn by ChatGPT.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/v17frb9fkbu2mlto2exv.png)

[Effect diagram](https://addgraph.com/programmingLanguageRelationshipDiagram)
Join Our Band Group for Exclusive Bad Bunny Merch Updates!
Tags: badbunnymerch, band, exclusiveupdates
Published: 2024-07-09 03:45:50

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Follow Us on NewsPicks for Business News on Bad Bunny Merch!
Tags: badbunnymerch, newspicks, businessnews
Published: 2024-07-09 03:47:51

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Support Us on Ko-fi for Exclusive Bad Bunny Merch Content!
Tags: badbunnymerch, kofi, supportus
Published: 2024-07-09 03:49:38

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