teleren/devto huggingface dataset:
The Essential Guide to Choosing the Right Healthcare Services.
Tags: healthydebate
Published: 2023-12-08 08:59:27

Choosing the [best doctors for healthcare services](https://www.ayushmanhhs.in/) is crucial for maintaining good health and receiving appropriate medical care. Here is a comprehensive guide to help you make informed decisions when selecting healthcare services.
1.Family Doctor or General Practitioner: Start by choosing a primary care provider who will be your main point of contact for general health concerns, routine check-ups.
2.Understand Your Coverage: Review your health insurance plan to understand your coverage, including in-network providers, co-pays, deductibles, and any pre-authorization requirements.
3.Referrals: If you have specific health concerns, your primary care provider may refer you to specialists such as cardiologists, dermatologists, or orthopaedic surgeons.
4.Hospital Affiliation: Know which hospitals your primary care provider and specialists are affiliated with.
5.Urgent Care and Emergency Services:  Identify nearby urgent care centres and emergency rooms for immediate healthcare needs.
6.Affordability: Understand the costs associated with healthcare services, including co-pays, deductibles, and any out-of-pocket expenses. Inquire about available financial assistance programs.
Remember that personal preferences, health conditions, and insurance coverage can influence your choices. Regularly reassess your healthcare needs and make adjustments as necessary. If you have specific health concerns, consult with a healthcare professional for personalised advice.
Insertion Sorting of Data Structures and Algorithms
Published: 2023-12-08 08:51:21

Insertion sorting, also known as direct insertion sorting, is an effective algorithm for sorting a small number of elements. Insertion sorting is a simple sorting method, whose basic idea is to insert a record into an ordered table that has already been sorted, in order to obtain a new ordered table with an increase of 1 record count.
The following is the JAVA code for inserting and sorting array a, which is sorted in ascending order.

public class Insertion
{
    public static void sort(Comparable[] a)
    {
        //Arrange a [] in ascending order
        int N=a.length;
        for (int i=1;i<N;i++)
        {
        //Insert a [i] into a [i-1], a [i-2], a [i-3]
            for(int j=i;j>0&&(a[j].compareTo(a[j-1])<0);j--)
            {
                Comparable temp=a[j];
                a[j]=a[j-1];
                a[j-1]=temp;
            }
        }
    }
}
Understanding the initrd and vmlinuz in Linux Boot Process
Tags: linux, kernel, programming, beginners
Published: 2023-12-08 08:13:20



## A Technical Analysis of Core Linux Boot Components

In this article, we will conduct a detailed examination of two critical elements in the Linux boot process: **vmlinuz** and **initrd**, essential for any systems engineer or developer working with Linux.

### vmlinuz: The Compressed Linux Kernel

**vmlinuz** is the compressed, bootable Linux kernel image. The name is derived from "Virtual Memory LINUx gZip," indicating that it is a gzip-compressed Linux kernel. This compressed format is crucial for reducing boot time and memory footprint.

The structure of vmlinuz includes a preliminary setup routine at the image's head. This routine is responsible for minimal hardware initialization, following which it decompresses the kernel image into high memory. The decompression is performed in-place, and the decompressed kernel is executed directly from the high memory, transitioning control to the kernel's main function.

### initrd: Initial RAM Disk

**initrd** stands for "initial RAM disk," a temporary root filesystem used in the boot process. The initrd is loaded by the bootloader along with the kernel image and is essential for the two-stage boot process that modern Linux systems use.

The initrd serves as an interim root filesystem until the actual root filesystem is mounted. It contains a minimal set of directories and executables, primarily for kernel module loading. Tools like `insmod` are included in initrd to facilitate this.

The primary function of initrd is to make the real filesystems available, whether they are on local storage or network resources. This is particularly important for systems that require kernel modules to access the disk controllers or filesystems of the root partition.

### The Boot Process Involving vmlinuz and initrd

1. **Loading Stage**: The bootloader (like GRUB) loads both the vmlinuz and initrd into memory.
2. **Decompression of vmlinuz**: The embedded routine in vmlinuz decompresses the kernel into memory.
3. **Handoff to initrd**: Post-decompression, control is passed to the kernel, which then mounts the initrd as its initial root filesystem.
4. **Module Loading**: The initrd's primary role is to load necessary modules. These modules are crucial for the kernel to access the hardware required to mount the real root filesystem.
5. **Transition to Actual Root Filesystem**: Once the necessary drivers are loaded, the kernel can mount the real root filesystem and continue the boot process.


In summary, vmlinuz and initrd are integral to the Linux boot process. vmlinuz, as a compressed kernel image, reduces the initial load time and memory usage, while initrd provides a temporary root filesystem to facilitate the kernel in loading necessary modules to access the actual root filesystem. This design allows Linux to maintain a balance between a fast boot time and the flexibility to support a wide range of hardware configurations. Understanding these components is crucial for anyone involved in Linux kernel development, system administration, or related fields..
Nên mua iPhone 14 Pro Max cũ
Published: 2023-12-08 08:08:36

Tiêu dùng thường xuyên đối mặt với quyết định khó khăn khi mua một chiếc điện thoại mới, đặc biệt là khi thị trường điện thoại di động ngày càng phát triển. Trong số những lựa chọn đa dạng, [iPhone 14 Pro Max cũ](https://didongthongminh.vn/iphone-14-pro-max-cu-256gb) nổi bật như một sự chọn lựa sáng tạo và hợp lý. Dưới đây là một số lý do mà việc mua iPhone 14 Pro Max cũ có thể là một quyết định thông minh.

**Hiệu suất ổn định với giá phải chăng
**
Mặc dù iPhone 14 Pro Max không còn là mẫu điện thoại mới nhất, nhưng nó vẫn sở hữu cấu hình mạnh mẽ và hiệu suất ấn tượng. Với bộ xử lý mạnh mẽ và RAM đủ lớn, người dùng có thể tận hưởng trải nghiệm người dùng mượt mà và nhanh chóng khi sử dụng các ứng dụng và chơi game yêu thích. Mặc dù đã trải qua thời gian sử dụng, nhưng hiệu suất của iPhone 14 Pro Max vẫn có thể đáp ứng đầy đủ nhu cầu của người dùng hiện nay mà không làm giảm trải nghiệm sử dụng.

**Camera chất lượng cao
**
iPhone 14 Pro Max nổi tiếng với hệ thống camera chất lượng cao, mang đến những bức ảnh và video tuyệt vời. Dù đã có nhiều mẫu điện thoại mới ra mắt, nhưng camera của iPhone 14 Pro Max vẫn là một trong những điểm mạnh, đặc biệt là trong điều kiện ánh sáng yếu. Với khả năng chụp ảnh chân dung và cảnh đêm ấn tượng, người dùng vẫn có thể sáng tạo và chia sẻ những khoảnh khắc đẹp mắt.

**Thiết kế sang trọng và chất lượng xây dựng
**
Thiết kế của iPhone 14 Pro Max vẫn giữ được sự sang trọng và chất lượng xây dựng mà người dùng thường mong đợi từ dòng sản phẩm iPhone. Với màn hình lớn và viền siêu mỏng, điện thoại này vẫn là một tác phẩm nghệ thuật trong thế giới di động. Ngoài ra, vật liệu chất lượng cao giúp iPhone 14 Pro Max cũ vẫn giữ được vẻ ngoại hình đẹp mắt và độ bền theo thời gian.

**Giá trị tốt hơn
**
Một trong những lợi ích lớn nhất khi mua iPhone 14 Pro Max cũ chính là giá cả. So với giá bán lẻ khi mới ra mắt, giá của phiên bản cũ thường rẻ hơn nhiều.phẩm chất lượng cao mà không cần phải chi trả một khoản tiền lớn.

Kết luận
Mua iPhone 14 Pro Max cũ không chỉ là một sự chọn lựa hợp lý về mặt tài chính mà còn mang lại trải nghiệm người dùng đỉnh cao với hiệu suất mạnh mẽ, camera chất lượng, và thiết kế đẳng cấp. Đối với những người muốn sở hữu một chiếc điện thoại di động hàng đầu mà không muốn chi trả mức giá cao nhất, iPhone 14 Pro Max cũ là sự lựa chọn đáng cân nhắc.
Understand web Accessibility: Global A11y Requirements (part 7)
Tags: a11y, webdev, html, learning
Published: 2023-12-08 08:05:45

When you create a new page, you might take care of some **a11y requirements**, like:

- keyboard focus must be visible on all interactive elements like  links, buttons and form fields
- user can zoom at least at 200% without any loss of information or functionality
- user can change orientation of device without any loss of information or functionality
- user can change text spacing without any loss of information or functionality (see https://codepen.io/stevef/pen/YLMqbo/ to see this spacing WCAG criterion 1.4.12)
- user can activate button using enter key and space key
- user can activate link using enter key
- the page <title> must be unique and explicit
- <html> has lang="xx" attribute where xx = language code of the language used in the page
- content that appears with fade/parallax effect on scroll is by default hidden with opacity="0" (no "display:none" or "visibility:hidden" code)
- all content between <header role="banner"> and <footer role="contentinfo"> elements is inside a <main role="main">
- the "sr-only" CSS class is the one described in https://hugogiraudel.com/2016/10/13/css-hide-and-seek
- always use CSS for styling text. For ALL CAPS, please use the text-transform: uppercase CSS rule
- when high contrast is activated text have at least a 4.5 contrast ratio and icon have at least a 3.0 contrast ratio.

This list isn't exhaustive but will avoid some common mistakes as developer.

For more info:
https://web.dev/learn/accessibility/
Luxury Train Tours
Tags: luxurytraintours
Published: 2023-12-08 07:51:41

Experience unparalleled luxury and grandeur with Opulent Routes' exceptional [luxury train tours](https://www.opulentroutes.com/services/luxury-trains-journey/)! Indulge in opulence as you traverse picturesque landscapes aboard our meticulously curated trains. Our tours promise an exquisite blend of comfort, elegance, and personalized service, ensuring each moment is a celebration of luxury. Opulent Routes crafts journeys that redefine sophistication, offering lavish interiors and breathtaking vistas. Elevate your travel experience with us, where every detail is designed for indulgence.
5 HABIT ORANG JEPANG MEMBUAT SAYA PRODUKTIF
Tags: habit, kaizen, ikigai, pomodoro
Published: 2023-12-08 07:43:25


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/z7iw8nu3u74xd77my2z3.jpg)

5 Habit Orang Jepang yang membuat saya lebih produktif:

1️⃣ Pomodoro : Fokus bekerja 25 menit tanpa gangguan, lalu istirahat 5 menit (diulangi)

2️⃣ Ikigai : Temukan sesuatu yang menjadi bahan bakar semangatmu setiap bangun pagi

3️⃣ Kaizen : Lebih baik fokus pada peningkatan dari yg kecil daripada mengejar kesempurnaan

4️⃣ Keishan : Tantang dirimu untuk selalu kreatif, inovatif dan produktif

5️⃣ Kakeibo : Management Keuangan, Budgeting, dan juga bagaimana cara menambah income dari skill yang kamu punya

Yuk belajar bareng serta diskusi dikolom komentar, serta di save biar ga lupa💬😝

🌱Follow : @appardana
💭Stay Young, Be Innovative and Keep Learning

#Habit #Jepang #Japanese #Content #Tips #Trick #Knwoledge #Management #CSS #React #ReactJS #Frontend #JustifyContent #Java #PHP #Javascript #Phyton #C #Web #Skills #IT #Backend #Developer #Roadmap #SelfImprovement #Growth #Aditria #Pardana #AditriaPardana #appardana #iAppTech ⚛️💻


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/uk0rot9app4hvh7l84cd.jpg)
Unleashing the Power of F-Strings in Python
Tags: python
Published: 2023-12-08 07:41:46

Python f-strings, introduced in Python 3.6, have revolutionized the way we work with strings. They offer a concise and elegant way to format strings by embedding expressions directly within the string literal itself. Gone are the days of complex formatting methods and string concatenation; f-strings provide a powerful and user-friendly alternative.

Demystifying the f-String Syntax
Creating an f-string is straightforward. Simply prefix a string literal with the letter "f" and embed expressions within curly braces. These expressions can be simple variables, complex calculations, or even function calls. The following examples illustrate the basic syntax:
```py
name = "John Doe"
message = f"Hello, {name}!"
print(message)  # Output: Hello, John Doe!

age = 30
greeting = f"Happy {age}th birthday!"
print(greeting)  # Output: Happy 30th birthday!

import datetime
today = datetime.datetime.now()
formatted_date = f"Today is {today:%A, %B %d, %Y}"
print(formatted_date)
```
Beyond the Basics: Advanced F-String Features
The power of f-strings goes beyond simple variable interpolation. They offer a range of features to customize string formatting:
- Precision and formatting specifiers: You can control the precision and format of numbers using specifiers like `:.2f` for two decimal places or `:,` for comma separators.
- Formatting options: Control the formatting of strings with options like `upper`, `lower`, and `title`.
- F-string expressions: Perform complex calculations or function calls directly within the f-string.
- F-strings within f-strings: You can even nest f-strings for even greater flexibility.
Google's most powerful AI : Gemini
Tags: gemini, ai
Published: 2023-12-08 07:33:30

## Say Hello to Gemini: Your New AI BFF!

Hey everyone, guess what? Google just unveiled a brand new AI model called **Gemini**, and it's seriously cool! Think of it as your ultimate sidekick, capable of understanding you in a way no other AI has before.

**In This Video Get a Glance of Gemini:**

{% youtube _TVnM9dmUSk %}

## So, what makes Gemini so special?

Imagine a friend who can not only listen to you but also truly get what you're saying. They can understand your jokes, share your interests, and even help you with your creative projects. That's basically what Gemini is like!

## Here's why you'll love this new AI friend:

- **Super smart:** Gemini blows past the competition, achieving human-like performance on a massive test of intelligence. That means it can handle all sorts of tasks, from writing poems to translating languages.
- **Conversational wizard:** Forget awkward AI interactions. Gemini can chat with you naturally, holding engaging conversations that feel more like talking to a real person.
- **Creative powerhouse:** Need help writing a song, designing a website, or even crafting a delicious recipe? Gemini can do it all! It's like having a personal muse at your fingertips.
- **Developer's dream:** If you're a programmer, Gemini is your new best friend. Its API lets you build amazing applications, taking advantage of its unique talents.
- **Data guru:** Need to make sense of mountains of information? Gemini can analyze and understand massive datasets, helping you uncover hidden insights and make informed decisions.

## Just imagine the possibilities!

Gemini has the potential to transform the way we learn, work, and play. Imagine personalized learning experiences, groundbreaking scientific discoveries, and a whole new wave of creativity.

## Of course, there are challenges to overcome.

Like any powerful tool, Gemini needs to be used responsibly. We need to ensure it's developed ethically and used for good. But with careful planning and collaboration, we can unlock its incredible potential for the benefit of all.

So, let's welcome Gemini to the world and explore the exciting future it holds! Get ready for a world where AI is not only powerful but also truly helpful and fun.

**Thank you for reading!**

I hope this blog post provided valuable insights into choosing the right database for your project. Follow for more Insightful Computer Science Knowledge. [shubhadipbhowmik](https://shubhadip.bio.link/)


![shubhadip bhowmik](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ld0p3gepsury0nh9hi34.png)
Application Devsecops
Published: 2023-11-30 23:47:23

This is a 5 articles series on how to design and implement more scalable, agile-aligned, and futuristic “Devsecops”.

This is the 4th article in the series.

As discussed in previous article Application devsecops should be agile aligned and should facilitate development teams, QA teams and Release Manager.
Importants points to consider during Application devsecops are following –

- Code management should be handled entirely by development team.

- Code should be released in packages for feature testing and for release testing, and same package should move from QA, Staging to Production. This puts the requirement that any code developed be it UI dashboards or workflows or anything, it should be portable across environments.
- Continuous development should be facilitated by relevant CI pipeline and stages for code review, unit testing, code coverage, vulnerability scanning, pen testing and put CI gates to make sure only relevant code will go for QA.
- Continuous integration of the code should be facilitated by automatically generating nightly builds and running automated regression suits to ensure anytime merge code is deployable.
- Continuous deployment should be facilitated by deployment pipelines that can deploy various releases and feature releases one touch on various environments seamlessly with built-in approval process with different approvers per environment.

Most important base for application devsecops is the branching strategy of your code repo. Code repo should facilitate parallel development, testing and releases. 

It should consist of three branches mainly –
_Feature branches_– For parallel development of features. Owned by Development
_Continuous Integration branch_ – For continuous integration with ready to deploy code. Owned by QA.
_Release branch_ – For releasing package to production. Owned by Release Manager
_Production branch_ – For production release. Owned by SRE.

Presented below is a devsecops strategy for application development and deployment. Indicating various branches, roles and pipelines facilitating the development, validation, release and deployment of your software projects.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/s68ctzaglpnoutuhs52b.png)

_**Generative AI to enhance Continuous Integration**_
With generative AI, CI pipelines can be extended by doing chat-gpt reviews for code other than manual reviews.
(3) Artificial intelligence in action: The Future of Technology and Future Prospects Artificial
Published: 2023-12-08 07:24:18

Intelligence technologies are constantly evolving, and their application in creating product descriptions in online stores will also evolve.
**Machine Learning Algorithms Advancement** 
With the development of machine learning algorithms and neural networks, we can expect more accurate and deeper image processing. This will lead to even greater accuracy in creating descriptions and a wider range of products that can be processed.

**Integration with other technologies** 
Artificial intelligence will increasingly integrate with other technologies such as reinforcement learning and natural language to create even more contextualized and intelligent product descriptions.

**Personalization of content** 
One of the major prospects is content personalization. With the development of AI on "[AGD](https://bt.rozetka.pl/agd-wyposazenie-wnetrz-80025/c80025/)" will be able to create customized product descriptions, taking into account the preferences and behavior of a particular customer, which will significantly increase the degree of attractiveness of offers.

**Improved analytics and forecasting** 
Advanced analytics based on AI-derived data will enable more accurate demand forecasting, inventory optimization and more efficient management of product assortment.

The future of AI technology in creating product descriptions for online stores promises even greater improvements, making this process a key element of successful e-commerce.

## Conclusion 
Artificial intelligence is becoming an integral part of the efficient operation of online stores, providing innovative solutions to optimize the process of creating product descriptions. Automating this process using machine learning algorithms and computer vision significantly improves content quality and saves time.

The expanding capabilities of artificial intelligence, its constant development and integration with other technologies bode well for the prospects of improving user experience, optimizing online stores and increasing their competitiveness in the market.

Using AI to create product descriptions in online stores is not only a step forward in the development of technology, but also an opportunity to provide more informative, relevant and personalized content for customers.

In the future, we can expect even more changes and innovations in the use of artificial intelligence to create product descriptions, which will further improve e-commerce and user satisfaction.
Useful javascript ES6 nuggets
Tags: webdev, javascript, programming, beginners
Published: 2023-12-08 07:18:26

Some important points I summarized while revising ES6 from freecodecamp:

:> Using Destructuring Assignment to Assign Variables from Nested Objects:
Eg: we have object LOCAL_FORECAST:
```
const LOCAL_FORECAST = {
  yesterday: { low: 61, high: 75 },
  today: { low: 64, high: 77 },
  tomorrow: { low: 68, high: 80 }
};
```

We assign variables lowToday and highToday with values LOCAL_FORECAST.today.low and LOCAL_FORECAST.today.high wusing this one liner code:
```
const {today:{low:lowToday,high:highToday}}=LOCAL_FORECAST
```


:> We can access the value at any index in an array with destructuring by using commas to reach the desired index:
```
const [a, b,,, c] = [1, 2, 3, 4, 5, 6];
```
The values of a, b, and c become 1, 2 and 5 respectively.


*Using destructuring assignment to swap the values of a and b, if we re-declare a or b while destructuring if already declared in the first let statement, then it will give an error. Eg, below code will give error:
```
let a = 8, b = 6;
const [b,a]=[a,b]
```
Correct way is:
```
let a = 8, b = 6;
[b,a]=[a,b]
```
*also, using `const` instead of `let` will give error above

`const [a, b, ...arr] = [1, 2, 3, 4, 5, 7];`
Here a, b and arr are new objects declared and their values are 1, 2 and [3, 4, 5, 7] respectively.
*behavior is similar to Array.prototype.slice()

:> Using Destructuring Assignment to Pass an Object as a Function's Parameters
```
const profileUpdate = (profileData) => {
  const { name, age, nationality, location } = profileData;
}
```
can be effectively written as:
`const profileUpdate = ({ name, age, nationality, location }) => {}`

:> Creating Strings using Template Literals:
Syntax: `Can add ${obj.prop}`
*We use backticks, not inverted commas, put the value as ${object.property} and there is no need of putting \n for new line, we can include expressions in string literal, eg: ${a + b}


:> ES6 provides syntax to eliminate the redundancy of having to write x: x. You can simply write x once, and it will be converted tox: x (or something equivalent) for and as in the following:
`const getMousePosition = (x, y) => ({ x, y });`

:> Example of using function in an object in ES6:
```
const bicycle = {
  gear: 2,
  setGear(newGear) {
    this.gear = newGear;
  }
};
```
Pixi.JS Developer
Tags: pixijs
Published: 2023-12-08 07:15:02

Job Requirements：
1.Shall be proficient in using PixiJS H5 game engine and had developed at least one game;
2.Must be proficient in JavaScript and TypeScript languages;
3.Must be able to understand Canvas and Web GL;
4.Familiarity with HTML and CSS3 animation is preferred

Salary：7k-14k USD
🚀 Six job offers on LinkedIn!💼
Tags: linkedintips, career, website, success
Published: 2023-12-08 06:50:12

How did I do it? Sharing my secrets:

1️⃣ Uploading certificates to LinkedIn ✅
2️⃣ Building a personal website 🌐
3️⃣ Sharing my freelance profile 🤝

Need more tips? Feel free to ask! 😄