teleren/devto huggingface dataset:
How AI is Transforming Healthcare
Published: 2024-06-07 08:45:44



![How AI is Transforming Healthcare](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/h8o9rckpljyokare9861.png)

**Introduction**

AI is revolutionizing healthcare by improving diagnostics, personalizing treatments, and streamlining administrative tasks.

**Enhanced Diagnostics and Imaging**

**Improved Accuracy**: AI analyzes medical images with high accuracy.
**Early Detection**: Identifies early signs of diseases like cancer.
**Automated Analysis**: Reduces radiologists' workload.

**Personalized Treatment Plans**

**Precision Medicine**: Tailors treatments based on genetic data and patient history.
**Predictive Analytics**: Predicts patient responses to treatments.
**Chronic Disease Management**: Monitors and adjusts treatment plans in real-time.

**Virtual Health Assistants**

**24/7 Support**: Provides round-the-clock medical advice.
**Symptom Checkers**: Evaluates symptoms and recommends actions.
**Medication Management**: Helps patients adhere to medication schedules.
Administrative Efficiency

**Automated Documentation**: Reduces administrative burdens.
**Appointment Scheduling**: Manages appointments and optimizes schedules.
**Claims Processing**: Streamlines insurance claims processing.

**Drug Discovery and Development**

**Accelerated Research**: Identifies drug candidates faster.
**Clinical Trials**: Designs efficient trials and predicts outcomes.
**Personalized Medicine**: Identifies individual drug responses.

**Telemedicine and Remote Monitoring**

**Telehealth Services**: Enhances telemedicine with diagnostic support.
**Wearable Devices**: Monitors vital signs continuously.
**Remote Monitoring**: Tracks patient health remotely.

**Enhancing Patient Experience**

**VR Therapy**: Treats conditions like PTSD and chronic pain.
**Patient Portals**: Provides access to health records and recommendations.
**Chatbots**: Offers instant support and information.

**Ethical and Regulatory Considerations**

**Data Privacy**: Ensures the security of patient data.
**Bias and Fairness**: Avoids biases in AI systems.
**Regulatory Compliance**: Meets stringent regulatory standards.

**Conclusion**

AI enhances diagnostics, personalizes treatment, and improves efficiency. Addressing ethical and regulatory challenges is crucial for safe and fair AI-driven healthcare, leading to better patient outcomes and more efficient systems.
In Excel, Enter Values of the same Category in Cells on the Right of the Grouping Cell in Order
Tags: programming, tutorial, productivity, datascience
Published: 2024-06-07 08:39:26

**Problem description & analysis**:

In the following Excel table, the 2nd column contains categories and the 3rd column contains detailed data:

```
A	B	C
1	S.no	Account	Product
2	1	AAAQ	atAAG
3	2	BAAQ	bIAAW
4	3	BAAQ	kJAAW
5	4	CAAQ	aAAP
6	5	DAAQ	aAAX
7	6	DAAQ	bAAX
8	7	DAAQ	cAAX
```
We need to enter values in the same category in cells on the right of the grouping cell in order:

```
A	B	C	D
1	S.no	Account	Product		
2	1	AAAQ	atAAG		
3	2	BAAQ	bIAAW	kJAAW	
4	4	CAAQ	aAAP		
5	5	DAAQ	aAAX	bAAX	cAAX

```
**Solution**:

Use **SPL XLL** to enter the following formula:

```
=spl("=E(?).group@o(#2).(#1|#2|~.(#3))",A1:C8)
```
As shown in the picture below:

![result table with code entered](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nofp5w8v2bbdec5eresv.png)

**Explanation**:

The E() function reads data in a stretch of cells as a table. group@o does not sort data before grouping. #1 is a simplified form and represents the 1st column of the 1st member in a group, and ~.(#3) means a sequence made up of values of the 3rd column of a member in a group.
How does Amazon explain its value of EKS support
Tags: awseks, eks, kubernetes, kubernetessecurity
Published: 2024-06-07 08:38:23

Stop Wrangling Kubernetes! Unleash EKS Power with Amazon's Superhero Support

Amazon understands that managing Kubernetes clusters can be complex and time-consuming. That's why they offer comprehensive EKS support, designed to help you:

- Reduce Operational Overhead: Free yourself from the burden of managing infrastructure, upgrades, and ongoing maintenance. EKS support takes care of these tasks, allowing you to focus on developing and deploying your containerized applications.

- Expertise at Your Fingertips: Gain access to a team of experienced AWS support engineers well-versed in EKS. They can troubleshoot issues, answer your questions, and provide guidance on best practices.

- Faster Resolution Times: With EKS support, you get prioritized access to support resources, ensuring your issues are addressed quickly and efficiently. This minimizes downtime and keeps your applications running smoothly.

- Proactive Problem Prevention: EKS support goes beyond just reactive troubleshooting. The support team can proactively monitor your clusters for potential issues and help you implement preventative measures.

- Enhanced Security Posture: Benefit from the expertise of security specialists who can assist you in securing your EKS clusters and protecting your containerized applications from vulnerabilities.

- Compliance Assistance: If your organization needs to adhere to specific compliance regulations, EKS support can provide guidance and assistance on how to configure your clusters to meet compliance requirements.
**Here are some additional benefits Amazon might highlight:**

- Cost-Effectiveness: By utilizing EKS support, you can avoid the need to hire and train specialized Kubernetes expertise in-house. This can lead to significant cost savings in the long run.

- Scalability and Flexibility: EKS support scales with your needs. Whether you're managing a small development cluster or a large production environment, you'll have access to the support resources you require.

- Improved Productivity: By minimizing operational complexities, EKS support allows your development teams to focus on building and deploying innovative applications, ultimately increasing your overall productivity.

You can also take a look at this article by [Cloudanix](cloudanix.com) on "[What is AWS EKS](https://www.cloudanix.com/learn/what-is-aws-eks)"
How AI is Shaping the Future of Education
Published: 2024-06-07 08:37:54


![How AI is Shaping the Future of Education](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/2ahdc77g87o9u36ok6v6.png)**Introduction**

AI is revolutionizing education by personalizing learning, enhancing administrative efficiency, and transforming traditional methods.
Personalized Learning

**Adaptive Learning Platforms**: Tailor assignments and recommend study materials.
**Intelligent Tutoring Systems**: Provide personalized one-on-one instruction.
Intelligent Content Creation

**Digital Textbooks**: Interactive and multimedia-rich.
**Content Curation**: Recommends relevant educational resources.
Enhanced Student Support

**Virtual Assistants**: Answer queries and provide academic advice.
**Predictive Analytics**: Predict and prevent potential student issues.
Streamlined Administrative Tasks

**Automated Grading**: Instant feedback and reduced teacher workload.
**Attendance Tracking**: Accurate and time-saving via facial recognition.
Enhancing Engagement and Interaction

**Gamification**: Makes learning fun and motivating.
**Collaborative Learning:** Connects students for group projects.
Bridging the Gap in Education Access

**Online Learning Platforms**: Deliver quality education to remote areas.
**Language Translation**: Makes content accessible to non-native speakers.
Addressing Challenges and Ethical Considerations

**Data Privacy**: Protecting student data.
Bias in AI Algorithms: Ensuring fairness and equality.
Teacher Training: Educators need training to use AI tools effectively.

**Conclusion**

AI offers personalized learning, enhanced support, and administrative efficiency. Addressing challenges and ethical considerations is crucial for inclusive benefits. Embracing AI can create a more innovative and inclusive educational landscape.
Redefine Your Space: Kitchen and Bath Products for Modern Living
Tags: design
Published: 2024-06-07 08:25:07

Kitchen and Bath Products: Aesthetic Space for Modern Living
Introduction
Koala will provide information on how to make use of our products and the ongoing services we offer. So let's dive right into it as we dive right into it, and observe all the information about it. If you are you tired of living in a cluttered and kitchen outdated bath? Redefine our innovative kitchen to your space and bath products designed for modern living. Our products offer many advantages to homeowners and renters looking to upgrade their homes. We will discuss the quality, safety, uses, and applications of our products. 

Innovative Design in Modern Living
Our products are designed and innovative with today's modern lifestyle in mind. We understand that homes need to be functional as well as visually appealing. Our bath accessories and kitchen products are practical and efficient. Whether you're looking for a faucet touch less a showerhead that conserves water, our products will make your daily routine easier and enjoyable.  

Safety First
Our products are designed with safety in mind. From non-slip shower bases to cabinet child-proof, we want to ensure that your home is a safe place for you and your family. Our products are rigorously tested to meet safety standards and regulations. You can trust that our products will provide you with peace of mind. Our items have actually unlimited utilizes as well as requests towards improve any type of bathroom accessories offered space in your house. Our group of professionals is actually right below towards sustain you with the procedure as well as offer you along with remarkable solution. Update Redefine Your Area for your house today. 

Exceptional Service
At Koala kitchen and bath,  their team is committed to providing service exceptional our customers. They offer a wide range of services that is remarkable to the clients, including product recommendations, consultations, and installation services. Redefine Your Area provides high top faucets premium, ingenious, risk-free, as well as kitchen area useful bathroom items for contemporary lifestyle. Our items have actually unlimited utilizes as well as requests towards improve any type of offered space in your house. Our group of professionals is actually right below towards sustain you with the procedure as well as offer you along with remarkable solution. Update Redefine Your Area for your house today.
Hotkeys tool for left-handed mouse user.
Tags: macos, idea, xcode
Published: 2024-06-07 08:16:13

If you are a left-handed mouse user, or using a stylus. [CirMenu](https://apps.apple.com/sk/app/cirmenu/id6450661015) can help you not frequently move your hand to keyboard to trigger hotkeys.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/0yu4iu6wjuzbvh9bm3ro.png)


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/lpkt9ryhi9fhfi3z6krr.png)


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/wevmax9suia3ewgx8ycs.png)
Creating Spaces You'll Love: Sanitary Products Tailored to Your Needs
Tags: design
Published: 2024-06-07 08:14:08

8ffcc289ecd47f0d75fffe828aec4738ec67cc7aa2d8bd00e6f4f8342d08e998.jpg
Creating Spaces You'll Love: Sanitary Products Tailored to Your Needs

Have you ever walked into a restroom in public and been afraid to touch anything or have you ever been frustrated with the lack of options available in the hygiene feminine aisle?  It's time to create spaces you'll love with sanitary products tailored to your needs.

Advantages of Sanitary Products
Sanitary products provide numerous advantages, such as reducing the risk of infection, discomfort, and embarrassment. Additionally, using products that are sanitary to maintain hygiene personal promotes self-care. Using quality sanitary bath accessories products can also save you money in the run long preventing the need for medical treatment and minimizing the impact of any health potential.

Innovation in Sanitary Products
Innovations in sanitary products have made them more comfortable, efficient, and safer than ever before. The technology that's latest in sanitary faucets products includes super-absorbent materials prevent leaks, odor-neutralizing ingredients keep you feeling fresh, and biodegradable materials that help to minimize our environmental impact. These innovations have made it possible it no longer a task to dread for us to use products sanitary ease, making.

Safety of Sanitary Products
When it comes to safety, the materials are used in sanitary products of the importance utmost. Choose products that are sanitary from materials free from harmful chemicals and irritants like fragrances or dyes. It is also recommended sanitary products changed regularly to avoid any possible infection or odor unwanted.

How to Use Sanitary Products
The step first using sanitary products are finding the product that's  right your needs. Sanitary pads available in different sizes and thicknesses to suit various levels of flow. Tampons also available in different sizes to accommodate flow various. Menstrual cups have become increasingly popular among women as a more sustainable and option cost-effective. These options available in drugstores or supermarkets, it's important to read the labels and signs and ask for assistance if needed.

Service and Quality
When choosing sanitary products, always choose a product that specializes in providing bathroom accessories solutions high-quality. A quality product sanitary is efficient, cost-effective, and respects your bodily functions. The product sanitary be easily accessible, either in stores or online and provide delivery services that are fast.

Application of Sanitary Products
Sanitary products are designed to be easy to use and provide comfort. Sanitary pads are designed to be worn inside panties and held in place with an backing adhesive while tampons inserted into the canal vaginal an applicator. Menstrual cups are initially intimidating to use but with practice, you shall find it easy as well. Always follow the instructions that are provided by the manufacturer to ensure application correct proper hygiene to avoid any risks caused by improper use.
c++ 2 dars
Published: 2024-06-07 08:12:46

_operators_ 
c++ operatorlar 6 hil boladi bular
(+)	Qo'shish

```

#include <iostream>
using namespace std;
int main() {
  int x = 5;
  int y = 3;
  cout << x + y;
  return 0;
}
```
(-)	Ayirish

```
#include <iostream>
using namespace std;

int main() {
  int x = 5;
  int y = 3;
  cout << x - y;
  return 0;
}

```
(*)	Ko'paytirish

```
#include <iostream>
using namespace std;

int main() {
  int x = 5;
  int y = 3;
  cout << x * y;
  return 0;
}

```
(/)	Bo'lo'v

```
#include <iostream>
using namespace std;

int main() {
  int x = 12;
  int y = 3;
  cout << x / y;
  return 0;
}

```
(%)	foiz

```
#include <iostream>
using namespace std;

int main() {
  int x = 5;
  int y = 2;
  cout << x % y;
  return 0;
}

```
(++)	Qo'sish

```
#include <iostream>
using namespace std;

int main() {
  int x = 5;
  ++x;
  cout << x;
  return 0;
}

```
	
(--)	Kamaytirish

```
#include <iostream>
using namespace std;

int main() {
  int x = 5;
  --x;
  cout << x;
  return 0;
}

```
Getting Stale Data for ActiveRecord Associations in Rails: `Model.reload` to fetch latest data
Tags: rails
Published: 2024-06-07 08:12:13

## Issue

I encountered a bug where Associations were referencing stale data.

Here's the sample scenario(generated by ChatGPT):

**Initial State: Fetching pets**
```ruby
class Person < ActiveRecord::Base
  has_many :pets
end
# Fetching pets from the database
person = Person.find(1)
pets = person.pets
# => [#<Pet id: 1, name: "Snoop", group: "dogs", person_id: 1>]
```

**Database Update: Adding a new pet**
```ruby
# Simulating a direct database update (could be from another part of the application or an external source)
Pet.create(name: "Whiskers", group: "cats", person_id: 1)
```

**Accessing cached pets 🔴*
```ruby
cached_pets = person.pets
# => [#<Pet id: 1, name: "Snoop", group: "dogs", person_id: 1>]
```

At this point, `cached_pets` does not include the new pet "Whiskers" because the pets association is using the cached value.

## Solution

`.reload` 

**Accessing pets with reload**
```ruby
updated_pets = person.pets.reload
# => [#<Pet id: 1, name: "Snoop", group: "dogs", person_id: 1>, #<Pet id: 2, name: "Whiskers", group: "cats", person_id: 1>]
```

## Reference

```rb
# Reloads the collection from the database. Returns +self+.
      #
      #   class Person < ActiveRecord::Base
      #     has_many :pets
      #   end
      #
      #   person.pets # fetches pets from the database
      #   # => [#<Pet id: 1, name: "Snoop", group: "dogs", person_id: 1>]
      #
      #   person.pets # uses the pets cache
      #   # => [#<Pet id: 1, name: "Snoop", group: "dogs", person_id: 1>]
      #
      #   person.pets.reload # fetches pets from the database
      #   # => [#<Pet id: 1, name: "Snoop", group: "dogs", person_id: 1>]
      def reload
        proxy_association.reload(true)
        reset_scope
      end
```
(https://github.com/rails/rails/blob/984c3ef2775781d47efa9f541ce570daa2434a80/activerecord/lib/active_record/associations/collection_proxy.rb#L1067)
The $4.99 Feature That Landed Multiple Paid Customers for My Side Project 💰
Tags: sideprojects, webdev, softwareengineering, javascript
Published: 2024-06-07 08:09:05

Hey there, friends! I've got some incredibly exciting news to share with you all today about a huge milestone for Reachactory. As you know, [Reachactory](https://www.reachactory.online/) is the service I started to help innovative AI tool creators get more visibility by sharing their products across over 100 directories. 

If you want to know more about Reachactory : [Please click here to checkout it out.
](https://www.reachactory.online/)

![Reachactory - Get Featured in Top 100+ Directories](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/s97shsml38jfra0alf5n.png)

A few weeks ago, I launched a brand new feature that allows creators to submit their tools directly on the [Reachactory](https://www.reachactory.online/) website to be featured. I poured so many hours into building this out, but honestly had no clue what to expect once it went live.

![Reachactory - Feature your AI Tool](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/46k0o66unwl5zpfa78zc.png)

Well, let me tell you - I was completely blown away when just days after launching, I received my very first tool submission from an actual customer! I couldn't believe it.

![Reachactory - Paid Customer](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/uod0vx1j7cxkbkt3sm00.png)

This might seem like a small win, but for me it represents a massive, leap-forward kind of milestone moment. The fact that someone organically discovered Reachactory, trusted the service enough to submit their AI tool, and is willing to pay to have it featured? That's incredibly validating after the 9 months of hard work, passion, and grinding I've put into making this dream a reality.

It shows that [Reachactory](https://www.reachactory.online/) is truly starting to provide value and make a real impact in connecting brilliant, innovative AI solutions with the audiences they deserve. To have built something that creators are organically finding useful and seeking out? That's one of the most rewarding feelings as a maker, let me tell you.

I'm over the moon about this first featured tool submission! It's proof that the [Reachactory](https://www.reachactory.online/) movement is picking up steam. And you know what? This is just the beginning, friends. I can't wait to help promote and share more and more game-changing AI products through this platform.

As always, I'm so grateful to the Dev community for your continued support, belief, and trust as I work to build a powerful platform for real AI tool visibility and impact. Here's to many more featured tools, milestones, and big wins together!
c++ 1dars
Published: 2024-06-07 08:01:42

c++ dars1
c++ da consolga chiqarish

```
#include <iostream>
using namespace std;

int main() {
  cout << "Hello World!";
  return 0;
}
```
2inchi usul
#include <iostream>

int main() {
  std::cout << "Hello World!";
  return 0;
}
Solving Potential Issues with Type Aliases Using Type Unions and Literal Types
Tags: webdev, typescript
Published: 2024-06-07 07:48:42

類型聯合（Type Unions）和字面量類型（Literal Types）能有效解決類型別名（Alias Types）可能帶來的問題。類型聯合允許一個變量可以是多種類型之一，通過結合具體的類型定義，可以幫助區分和處理不同的類型，避免混淆。字面量類型通過將變量限制為具體的字面量值，增強了類型系統的嚴格性。結合使用類型聯合和字面量類型，能提供比單純的類型別名更強的類型安全性，減少代碼中的潛在錯誤。

## 問題

```
type Meters = number;
type Miles = number;

const landSpacecraft = (distance: Meters) {
  // ... do fancy math ...
}
```
以上程式碼定義了兩個Alias Type，但其實這兩個都是源於同樣的Type: number。這會造成甚麼潛在問題?如下:
試想，當長度計算的要求接需要以Meter為單位，但當使用者意外傳進了型態為Miles的變數時，landSpacecraft是可以正常執行且在編譯時不會有任何提示。

```
const distanceInMiles: Miles = 1242;
landSpacecraft(distanceInMiles); // 傳入錯誤的單位類型，沒有報錯
```
當整個程式碼中不同單位混用的狀況是存在的，那這種情形就很容易發生，一般基本計算可能不會有太大影響，但如果程式用在高精密度的計算應用下，那單位不對可是會差之毫釐，失之千里!

## 如何避免
這時，前面提到類型聯合（Type Unions）和字面量類型（Literal Types）就可以很方便地來避免這種狀況。

```
type Meters = number;
type Miles = number;

type Distance = Meters | Miles;
```

```
type Meters = {
  unit: 'meters';
  value: number;
};

type Miles = {
  unit: 'miles';
  value: number;
};

type Distance = Meters | Miles;
```
首先，可以將兩個別名類別使用'|'宣告為聯合類別"Distance"。為了有效區別兩種單位，使用字面量類型（Literal Types）來對兩個別名類別增加屬性使其成為物件型態並使用這些屬性作為之後判斷是使用哪中單位的區別。

接著，對landSpacecraft方法做改寫
```
const landSpacecraft = (distance: Distance) => {
  if (distance.unit === 'meters') {
    console.log(`Landing spacecraft with distance: ${distance.value} meters`);
    // 使用 meters 進行計算
  } else if (distance.unit === 'miles') {
    console.log(`Landing spacecraft with distance: ${distance.value / 1609.34} meters`);
    // 使用 miles 進行轉換為Meters的計算
  } else {
    console.error('Unknown distance unit');
  }
}

```
原方法內此時就可以使用類別保護(type guards)來檢查'unit'屬性，針對不同單位來做相對應的處理。

通過這種方式，我們可以確保在程式中不會混淆不同的單位類型，從而提高程式的安全性與可靠性。