teleren/devto huggingface dataset:
Exploring Data with NumPy: A Guide to Statistical Functions in Python
Tags: python, statistics, numpy, functions
Published: 2024-05-24 05:06:00

NumPy, a fundamental package for scientific computing in Python, offers a variety of statistical functions that are essential for data analysis. These functions help to summarize and interpret data by calculating descriptive statistics. Here are some of the common statistical functions provided by NumPy:

- `mean()`: Calculates the average of the array elements.
- `median()`: Determines the middle value of a sorted array.
- `std()`: Computes the standard deviation, a measure of the amount of variation or dispersion of a set of values.
- `var()`: Calculates the variance, which measures how far a set of numbers is spread out from their average value.
- `min()`: Returns the smallest value in an array.
- `max()`: Returns the largest value in an array.
- `percentile()`: Computes the nth percentile of the data along the specified axis.

Let's look at some examples:

**Mean:**
```python
import numpy as np

# Creating a simple array
data = np.array([1, 2, 3, 4, 5])
mean_value = np.mean(data)
print("Mean:", mean_value)
```
Output: `Mean: 3.0`

**Median:**
```python
# For an array with an odd number of elements
median_value_odd = np.median(np.array([1, 3, 5]))
print("Median (Odd):", median_value_odd)

# For an array with an even number of elements
median_value_even = np.median(np.array([1, 3, 5, 7]))
print("Median (Even):", median_value_even)
```
Output:
```
Median (Odd): 3.0
Median (Even): 4.0
```

**Standard Deviation and Variance:**
```python
# Standard Deviation
std_dev = np.std(data)
print("Standard Deviation:", std_dev)

# Variance
variance = np.var(data)
print("Variance:", variance)
```
Output:
```
Standard Deviation: 1.4142135623730951
Variance: 2.0
```

**Min and Max:**
```python
# Minimum value
min_value = np.min(data)
print("Minimum:", min_value)

# Maximum value
max_value = np.max(data)
print("Maximum:", max_value)
```
Output:
```
Minimum: 1
Maximum: 5
```

**Percentile:**
```python
# 50th percentile, which is the same as the median
percentile_50 = np.percentile(data, 50)
print("50th Percentile:", percentile_50)
```
Output: `50th Percentile: 3.0`

These functions are quite powerful when it comes to analyzing large datasets and can be applied to both one-dimensional and multi-dimensional arrays.
The Role of Assignment Help in Enhancing Student Learning
Tags: assignment, writer
Published: 2024-05-24 05:00:43


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/6czroh7vhinmzsy12u4x.png)Assignment help services have become a crucial component of modern education, significantly enhancing student learning and academic performance. These services provide tailored support to students struggling with various aspects of their coursework, ensuring they achieve their academic goals.

One of the key advantages of [assignment help](https://thestudenthelpline.io/au/
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1hl6cuo08ilyq9qyq896.jpg)) is the personalized guidance it offers. Expert tutors and academic professionals provide one-on-one assistance, helping students grasp complex concepts and improve their understanding of the subject matter. This personalized approach ensures that students receive the attention they need, which is often lacking in large classroom settings.

Moreover, assignment help services aid in time management. Students often juggle multiple assignments, extracurricular activities, and personal commitments. By providing structured support and setting realistic deadlines, these services help students manage their workload more effectively, reducing stress and preventing burnout.

Assignment help also promotes better research and writing skills. Students learn to approach assignments methodically, enhancing their ability to gather relevant information, organize their thoughts, and present their findings coherently. This not only improves the quality of their assignments but also equips them with essential skills for future academic and professional endeavors.

Furthermore, assignment help services emphasize academic integrity by teaching students proper citation practices and encouraging original work. This helps in cultivating a culture of honesty and responsibility in academic pursuits.

In conclusion, assignment help plays a vital role in enhancing student learning by providing personalized support, improving time management, developing research and writing skills, and promoting academic integrity.
Online Assignment Help in Australia For Students
Published: 2024-05-24 04:55:56

Hey everyone!  I know many of us are juggling multiple assignments and deadlines, and sometimes it can feel overwhelming. I've been exploring online **_<a href="https://thestudenthelpline.io/au/">Assignment Help</a>_** services in Australia to ease the burden and ensure I submit quality work on time. I'd love to hear your thoughts, experiences, and recommendations regarding these services. Have you tried any? Which ones would you recommend, and why? Let's help each other out and make our academic journey a little smoother!
Overview of the DevOps Interview Process: From Application to Selection - In 50 min
Tags: devops, interview, books, knowledge
Published: 2024-05-24 04:46:51


Hello, everyone. This is my attempt to provide a brief overview of the DevOps interview process, from application to selection, covering all the essential DevOps tools in a single video. This section is taken from my book Cracking the DevOps Interview. One of the reasons I wrote this book is that, while there are many books available for coding interviews, there are only a few comprehensive books dedicated to DevOps interviews.

If you have an upcoming DevOps interview and need to refresh your knowledge, we have the perfect resource for you. Our latest video offers a comprehensive overview of all the key DevOps concepts you'll need to know. This video is designed to give you a quick refresher on the fundamental topics, ensuring you're well-prepared for your interview.

Additionally, we will soon be releasing a series of detailed videos that delve deeper into each concept. These in-depth explanations will help you gain a thorough understanding of all the critical aspects of DevOps, enhancing your readiness and confidence for your interview. Stay tuned for these upcoming videos!

{% embed https://www.youtube.com/embed/LhTpXRkEEFo?si=EX8yYS2rJbwfAKrh %}

📚 Book link: https://pratimuniyal.gumroad.com/l/cracking-the-devops-interview
Best Car Service in Dubai | Best Car Workshop | Euro Experts Auto Services
Tags: carservice, carrepair, autoservice, expertmechanics
Published: 2024-05-24 04:33:35

Welcome to Your Car Auto Service - Your premier destination for top-notch [car service in Dubai](https://euroexpert.ae/)! At Your Car Auto Service, we understand that your vehicle is more than just a mode of transportation - it's an essential part of your daily life. That's why we offer a wide range of services to keep your car running smoothly and efficiently. Whether you need a routine oil change, brake inspection, or major engine repair, our team of expert technicians is here to help. With years of experience and a dedication to customer satisfaction, you can trust us to get the job done right the first time. Don't wait until it's too late - schedule your car service in Dubai today and experience the difference that Your Car Auto Service can make. Visit us online or give us a call to book your appointment now. Your car will thank you!

contact us for more info
website url: https://euroexpert.ae/
🎮 Download Cuphead APK Latest Version on Android, PC, and iOS 2024! 🎮
Published: 2024-05-24 04:20:14

Get ready to embark on an epic adventure with the latest version of [Cuphead APK](https://cupheadapk.net/), now available for Android, PC, and iOS! Experience the enchanting world of classic run-and-gun action, complete with stunning hand-drawn animations and thrilling boss battles. Whether you're playing on your mobile device, computer, or tablet, Cuphead's seamless performance and challenging gameplay will keep you hooked.

🔹 Hand-drawn animations
🔹 Challenging levels and bosses
🔹 Smooth performance across all platforms

Don't miss out on the fun—download Cuphead APK today and dive into a retro gaming experience like no other!

#Cuphead #Gaming #AndroidGames #PCGaming #iOSGames #DownloadNow #RetroGaming #GamingCommunity
What is the difference between core Java and Java EE?
Tags: webdev, java, javaee, beginners
Published: 2024-05-24 04:18:22

Java is an object-oriented programming language and computing platform. It has various libraries, virtual machines, components, and many more. Java has multiple editions, like Java SE, Java EE, and Java ME. Let's understand how core Java differs from Java EE. 

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/cgt4v4dmrww6cf2tw3nt.jpg)

## Core Java : 

- Core Java, also known as Java SE(Java Standard Edition), is the basic foundation of the Java programming language. It is used for building small, single, and desktop applications. 

- Java's core functionalities include libraries, syntax, essential input/output, multithreading, and networking. It also consists of many APIs, such as Java. util, Java.io, and Java.lang, and many more. 

- It is only used for developing desktop and server-based applications. Core Java has no community and does not provide authentication functionality. It is less complex and more cost-effective.

## Java EE : 

- Java EE(Java Enterprise Edition) is designed to build large applications such as enterprise applications, distributed applications, secure network applications, and more.

- It includes additional libraries and APIs compared to core Java, such as Java Beans, JPA(Java Persistence API), JAX-RS (Java API for RESTful Web Services), JMS (Java Message Service), and many more. Java EE includes many integrated tools and servers, such as IDE Eclipse or IntelliJ IDEA, as well as servers like Apache Tomcat, WebLogic, JBoss, and more. 

- Due to its enormous scope, security, and networking, Java EE is mainly used to design robust and scalable applications. It is used in many sectors, such as eCommerce, healthcare, fintech, CRM, and other industries, to build highly scalable, readable, and secure applications. 

Overall, Java Core is the foundation of the Java language, with its essential features and API. Java EE is the extended version of core Java, with many libraries and APIs supported for large-scale applications.
Is it possible to reference Xamarin Forms from Win UI 3 project?
Tags: xamarinforms, winui3, windowsappsdk
Published: 2024-05-24 04:18:20

The title says it all.

I tried by adding Xamarin forms NuGet reference in the proj file, but this cased the project to stop compliling and giving the below error. Obviously the above breaks the build.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1uq7cw02tdgau8vmzxbj.png)



So, is there a way to reference Xamarin forms and use some of its references like Xamarin essentials in a WinUI 3 project?
Fiverr Data Entry, A Guide to Getting Started and Succeeding
Tags: dataentry, fiverrdataentry, fiverr
Published: 2024-05-24 04:17:47

**Fiverr Data Entry**: Finding the top <a href=" https://www.uidaionlineaadharcard.com/aadhar-print-portal-uidai aadhar-print-e-aadhar-card-print/">Fiverr</a> search tags for data entry is essential if you want to work as a data entry worker there. You’re aware that you need it, but you’re unsure of where to begin or what steps to take first. You’ve companies in a frustrating manner after <a href="https://www.uidaionlineaadharcard.com/uidai ceo-uidai-head-office-uidai-history-of-uidai/"> investing </a> money and losing their minds in a matter of weeks or months. Even though you lack experience starting your own <a href=" https://www.uidaionlineaadharcard.com/uidai mobile-number-change check-linking-status/"> business </a> , you believe you can Fiverr Data Entry now that you have the necessary circumstances. Do you also?... <a href=" https://www.uidaionlineaadharcard.com/nseit-exam 2022-2023-payment/">read more</a>

**Suggested Link**:
<a href="https://digitalindiadataentryjobs.com/flipkart-data-entry-jobs-work-from-home/">Flipkart Data Entry Jobs</a>
<a href="https://digitalindiadataentryjobs.com/dhis2-data-entry/">DHIS 2 Data Entry</a>
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**RIT**
Rebuilding My Blog: From Next.js to Astro
Tags: webdev, javascript, astro, nextjs
Published: 2024-05-24 04:04:44


For quite some time the thought of whether my site may be a bit too over-engineered lingered my mind. For a website that just displays blogs I definitely had a ton of javascript

I've recently undertaken the task of rebuilding my site, transitioning from Next.js to Astro, and I couldn't be more pleased with the results. One of the most noticeable improvements is the significant reduction in JavaScript bloat. My pages are now much lighter and faster.

With Next.js, I found myself incorporating more JavaScript than necessary, especially for a simple blog like mine. Switching to Astro allowed me to strip away the unnecessary JavaScript.

This transition also reinforces a growing consensus: JavaScript has become one of the heaviest assets on the web today. By minimizing its usage, we can create faster, more efficient websites.

To better illustrate the improvements, here are some screenshots of my site before and after the switch:

- Before (Next.js):
![A before image showing networks logs with nextjs](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/t9dpj99kawd8wexf0ht2.png)

- After (Astro):

![An after image showing network logs after moving to astro](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/gp3yrdvnqry2kcn89m75.png)
Aadhar Card Change Mobile Number Without OTP
Tags: aadhar, aadharcard
Published: 2024-05-24 04:00:49

**Aadhar  Card Change Mobile Number  Without OTP**:- Do you have an <a href="https://www.uidaionlineaadharcard.com/online-aadhar-card correction/"> Aadhar </a> card, but you’re not sure whose cell number is associated with it? We will provide you with all the <a href="https://www.uidaionlineaadharcard.com/how-to-update-address-in aadhar-card/"> information </a> you need to know in this post to find out how to check your Aadhar card mobile number without an <a href="https://www.uidaionlineaadharcard.com/the-password-of-the-aadhar card/"> OTP </a> in 2024 in a whole new method. You can quickly obtain all the information <a href="https://www.uidaionlineaadharcard.com/aadhar-card-update-status check/">regarding </a> Aadhar  Card  Mobile  Number  Check  Without  OTP by reading this and understanding the steps listed <a href="https://www.uidaionlineaadharcard.com/how-to-change-aadhar-card mobile-number/"> below </a>. Nevertheless, we have provided a detailed guide on how to determine which cell number is <a href="https://www.uidaionlineaadharcard.com/uidai-check-status-check/"> associated </a> with your Aadhar card in this <a href="https://www.uidaionlineaadharcard.com/how-to-change-aadhar-card mobile-number/"> article </a>, considering everything... <a href="https://www.uidaionlineaadharcard.com/aadhar-card-change-mobile-number-without-otp/"> read  also</a>

**Suggested Link**:
<a href="https://www.uidaionlineaadharcard.com/aadhar-card-change-mobile-number-without-otp/">Aadhar Card Change Mobile Number</a>
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<a href="https://www.uidaionlineaadharcard.com/pm-kisan-status-check-aadhar-card-mobile-number/">PM Kisan Status Check</a>
<a href="https://www.uidaionlineaadharcard.com/aadhar-card-mobile-number-update-2/">Mobile Number Update</a>

**RIT**
How to create a Virtual Machine that is highly available.
Published: 2024-05-24 03:56:38

**Click on Virtual Machines from the Azure Services**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1bx3obrf5i9ovjodgysm.png)

**Click on "Create"**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ujqfe8ux42o12wzu3f7p.png)

**Click on Azure Virtual Machine**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/98d6oitls6nto4vnws4f.png)

**Enter Resource Group name**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/5wz7mm25w1vmcyv9aosx.png)

**Enter Virtual Machine Name**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/iux5qk76h3uev8r1x688.png)

**Select Availability zone, selecting more than one zone makes it highly available**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/n2sgfsmi3fwu9nv111us.png)

**Select Image**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/gg31lqupytneyj2hizph.png)

**Create administrator account and enter username and password**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/c83wl3toau2fd34jyatu.png)

**Select inbound ports
**
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/3zgg5xl35p5n2c97y24g.png)

**Check Licensing**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ccqlfz0b216kpvyu5gxv.png)

**In the "Monitoring" Tab**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/e0itetywli5f33cfrpdo.png)

**Disable Diagnostics **

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/txvogna3zfu9i7g73nnt.png)

It is advised to create a load balancer when high availability is required.

**Click Review + Create**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/bfqr55q6ff3wk1nvhrjr.png)

**Check Validation**


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/lgkanxm1dxu818vrpj9d.png)

**Click "Create"**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/stnj95xc8tov6vxmf3ta.png)

**Confirm Deployment**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/3o87m0b6yl4jm11j0v8p.png)

**Click on "Go to Resource"**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/u47shv0ylxaf21sfysw8.png)


**Click on "Connect"**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/uvvv19yjiobd6q9bd7s2.png)

**Select Native RDP & Click "Select"****

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ik4n6u0hzglhgrim0rmz.png)


**Ensure all configurations are ticked green and configured**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/5e4fgdztvxtdp7c5bujr.png)

**Download RDP File**

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/q74644iqmzezegwver43.png)

Further installation settings will be required and you will be able to access your virtual machine.
Mmoexp: A new Diablo 4 hotfix is on the way
Tags: webdev, javascript, beginners, programming
Published: 2024-05-24 03:48:15

A new Diablo 4 hotfix is on <a href="https://www.mmoexp.com/Diablo-4/Items.html">Diablo 4 Items</a> the way "sometime this week."

That's according to the ever-present Diablo global community development director Adam Fletcher, tweeting via his personal Twitter account yesterday, August 8. Fletcher reveals there'll be a new Diablo 4 hotfix rolled out "sometime this week," that chiefly aims to address a bug where the 'Fury Against Fate' side quest can't be progressed and completed due to an impassable barricade.

A quick update - We will have another hotfix sometime this week to address a few items. I know people have brought up 'Fury Against Fate' still not allowing progress, we will try to get that in this hotfix.Team has also been looking at rarity of Wrathful Invokers. We MAY have…August 8, 2023

See more
Fletcher also reveals developers at Blizzard are well aware of the Diablo 4 Wrathful Invoker items being a little too rare for the liking of some players. The senior staffer isn't promising anything, but we might finally see the rarity of the Wrathful Invokers adjusted in the same hotfix.

Diablo 4 devs weren't prepared for you loot goblins to <a href="https://www.mmoexp.com/Diablo-4/Items.html">cheap Diablo 4 Items</a> take the level 100 grind so seriously | MMOEXP
Installing Nginx on Ubuntu VM
Tags: nginx, ubuntu, azure
Published: 2024-05-24 03:41:20

First, **change user** to **root** 

![sudo su](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/dw8l0jz6ym97kx0j1k6v.png)

![su](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/qr1xup82zhgtzl887jek.png)

Type the command -  **_apt install nginx -y_**

> **apt** = is the package manager of nginx
> **install** = this is a verb and the action that you want the package manager to perform
> **nginx** = this is what you want to install on the VM
> **-y** = This is a command that prompts the system to automatically accept anything that requires you to accept a yes or no

![In progress](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/h8ogtdf3d9v8u8lhtjz0.png)

**Confirm** _installation_ 

![nginx](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/rrvzbbfsbv3g63ia8dip.png)

**Visit** the server / _public IP_ in a browser to validate that it works 

![Public IP](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/6k53hnarokl015kocloz.png)