teleren/devto huggingface dataset:
DataFrame in Pandas: Guide to Creating Awesome DataFrames
Tags: webdev, padas
Published: 2024-01-29 12:27:08

Data analysis used to be a daunting task, reserved for statisticians and mathematicians. But with the rise of powerful tools like Python and its fantastic library, Pandas, anyone can become a data whiz! Pandas, in particular, shines with its DataFrames, these nifty tables that organize and manipulate data like magic. But where do you start? Fear not, fellow data enthusiast, for this guide will equip you with the knowledge to build and wield your own DataFrames like a pro!

**What is a DataFrame?**
Imagine a spreadsheet on steroids. That’s essentially a DataFrame! It’s a two-dimensional structure with rows and columns, but unlike your average spreadsheet, DataFrames are incredibly flexible and powerful. Each column represents a variable (like “age” or “price”), and each row represents a data point (like the age of a customer or the price of a product). You can think of it as a tidy container holding all your data, ready to be analyzed and explored.
**
Why Use DataFrames**?
DataFrames are the workhorses of data analysis. They offer a plethora of benefits:

**Organization:** They keep your data clean and organized, making it easier to analyze and understand.
**Manipulation**: You can easily slice, dice, and filter your data to focus on what matters.
**Calculations**: Perform complex calculations on your data with just a few lines of code.
**Visualization**: Create stunning charts and graphs to tell the story hidden within your data.
**Building Your First DataFrame: Step-by-Step**
Now, let’s get our hands dirty and build our first DataFrame! We’ll use Python and Pandas, of course. Don’t worry; it’s easier than you think!
**more information about this blog**
click [here](https://codewithnazam.com/dataframe-in-pandas/)
AI Stories By IBM Enhance 66th GRAMMY Awards Experience
Published: 2024-01-29 12:24:33

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/n41697t4n0w5fh2gk49x.jpg)

IBM has unveiled AI Stories with IBM watsonx, a generative AI solution developed in collaboration with the Recording Academy® for the 66th Annual GRAMMY Awards®. This AI-powered tool aims to expand editorial coverage of GRAMMY-nominated artists, creating a personalized [digital experience](https://www.techdogs.com/td-articles/curtain-raisers/a-beginners-guide-to-digital-experience-platforms) for millions of music fans. The solution generates social-ready content and longer-form coverage, accessible across GRAMMY digital platforms. Fans can engage during GRAMMY livestream events through an interactive widget on live.grammy.com. Using AI Content Builder dashboard with AI language models hosted in watsonx.ai studio, the Recording Academy team produces insights on nominees' philanthropic endeavors, cultural influence, and career highlights, showcasing the potential of AI in enhancing digital content creation.

More Information : https://www.techdogs.com/tech-news/pr-newswire/ibm-unveils-ai-stories-with-watsonx-to-enhance-the-digital-fan-experience-for-66th-annual-grammy-awards
C# Writing High-Performance Apps Using Span<T>;
Tags: csharp
Published: 2024-01-29 12:23:56

C# has always been a popular programming language due to its simplicity and versatility. With the release of .NET Core 2.1, C# developers were introduced to a new feature called `Span<T>`, which allows for high-performance memory handling. This post will explore how to write high-performance apps using `Span<T>` and provide some code examples.

`Span<T>` is a struct defined in the `System` namespace and represents a contiguous region of arbitrary memory. It is similar to an array, but unlike arrays, it can be stack-allocated, does not require bounds checking, and allows for direct manipulation of its elements.

One of the main benefits of using `Span<T>` is that it reduces memory allocations and garbage collection overhead. It also provides better cache locality, which can significantly improve performance in certain scenarios.

Let's take a look at a simple code example to understand how `Span<T>` can be used:

```csharp
var sourceArray = new byte[] { 1, 2, 3, 4, 5 };
var destinationArray = new byte[5];

var sourceSpan = new Span<byte>(sourceArray);
var destinationSpan = new Span<byte>(destinationArray);

sourceSpan.CopyTo(destinationSpan);

foreach (var element in destinationSpan)
{
    Console.WriteLine(element);
}
```

In this example, we create two `Span<byte>` instances: `sourceSpan` and `destinationSpan`. We then use the `CopyTo` method to copy the contents of `sourceSpan` into `destinationSpan`. Finally, we iterate over `destinationSpan` and print each element.

Using `Span<T>` here allows us to avoid unnecessary memory allocations and copying. By directly manipulating memory, we achieve better performance.

Another powerful feature of `Span<T>` is its ability to convert from other types, such as arrays and lists, using the `ToArray` and `ToList` methods. Here's an example:

```csharp
var myList = new List<int> { 1, 2, 3, 4, 5 };
var mySpan = myList.ToArray().AsSpan();

foreach (var element in mySpan)
{
    Console.WriteLine(element);
}
```

In this case, we convert a `List<int>` to an array using `ToArray` and then create a `Span<int>` using the `AsSpan` method. This allows us to work with the data in a more efficient manner.

It's important to note that while `Span<T>` offers significant performance improvements, it also requires careful handling of memory and can introduce potential bugs. For example, if you accidentally access memory outside the bounds of a `Span<T>`, you may encounter undefined behavior. Therefore, it's crucial to use `Span<T>` responsibly and always perform proper bounds checking when necessary.

In conclusion, `Span<T>` is a powerful addition to C# that enables developers to write high-performance applications with improved memory handling. By using `Span<T>`, we can reduce memory allocations, improve cache locality, and ultimately achieve better performance. However, it's important to use `Span<T>` responsibly and be mindful of potential pitfalls.
APY Fusion - Rest API Client : looking for feedback and ideas.
Published: 2024-01-29 12:18:37

Hi  all, at ApyHub we just released Fusion - A Rest API Client that aims to be super lightweight - focused on API collaboration among others. 

We are looking for folks who can have a look, play around, and tell us their ideas and opinions. 

For now we have a mac app and a web version.

Check it out here:  https://apyhub.com/product/fusion
"Hotstar APK for PC: Elevating Entertainment with Seamless Streaming on a Larger Screen"
Tags: app, javascript, straming
Published: 2024-01-29 12:08:15

Hotstar, a popular streaming service, has become a household name for entertainment enthusiasts. While primarily designed for mobile devices, the demand for Hotstar on PC has grown significantly. Users seek the [Hotstar APK](https://hotstarmodapk.net/hotstar-apk-for-pc/) for PC to access a diverse range of content, including movies, TV shows, sports, and Hotstar Specials, on a larger screen. Installing Hotstar on PC allows for an immersive viewing experience with enhanced visuals and audio. To run Hotstar on a PC, users often utilize Android emulators like BlueStacks or Nox App Player. Once installed, the Hotstar APK for PC opens up a world of entertainment, catering to a global audience with its rich library. Whether enjoying live sports, blockbuster movies, or exclusive shows, Hotstar on PC transforms the viewing experience, providing flexibility and convenience for users across different devices.
Getting Started with the Angular Progress Button Component
Tags: webdev, angular
Published: 2024-01-29 11:59:07

Learn how to integrate the Syncfusion Angular Progress Button component into an Angular application. 

The Angular Progress Button, also known as a spinner button, is a graphical user interface element designed to display the progress of an operation in the background. It offers various built-in features, including predefined styles, different button types, spinner functionality, and customizable user interface options. 

The progress button also has built-in options to include an icon to the right, left, top, and bottom of a text or provide an icon-only button. It has predefined styles like success, danger, warning, info, etc. Progress buttons can be customized in multiple ways. You can choose from default and small button sizes, as required in your application. 

This video demonstrates how to change the position of the icon and spinner. It also shows how to apply animation to the button content and the spinner. 

**Explore our tutorial videos:** https://www.syncfusion.com/tutorial-videos

**Example project:** https://github.com/SyncfusionExamples/getting-started-with-the-angular-progress-button-component

{% youtube 1-XQ5Gv_sxA %}
Lambda Serverless na AWS - Uma revolução na Computação em Nuvem
Tags: aws, lambda
Published: 2024-01-29 11:54:43

AWS Lambda representa uma mudança na forma como os softwares são construídos e operados na nuvem. Parte integrante da oferta de computação sem servidor (serverless) da Amazon Web Services, o Lambda permite que os desenvolvedores executem código em resposta a eventos, sem a necessidade de gerenciar servidores.

## O que é AWS Lambda?
AWS Lambda é um serviço de computação que executa código em resposta a eventos e gerencia automaticamente os recursos computacionais necessários por esse código. Com o Lambda, você pode executar código para praticamente qualquer tipo de aplicativo ou serviço de backend, sem a necessidade de administrar servidores. O Lambda executa o código apenas quando necessário e escala automaticamente, desde algumas solicitações por dia até milhares por segundo.

## Principais Características
**Sem Gestão de Servidores**: O Lambda remove a necessidade de provisionar ou gerenciar servidores. Você simplesmente carrega seu código, e ele cuida do resto.
**AutoScale**: Ajustado automaticamente a alocação de recursos computacionais, escalando com o tamanho da carga de trabalho.
Cobrança Baseado em Uso: Com o AWS Lambda, você paga apenas pelo tempo de computação que você consome.
**Integração com Ecosistema AWS**: O Lambda se integra perfeitamente com outros serviços da AWS, como S3, DynamoDB e API Gateway.

## Onde Utilizar
**Aplicações Web**: Construção de APIs backend através do Amazon API Gateway.
**Processamento de Dados**: Execução de código em resposta a alterações em dados dentro de serviços da AWS como S3 ou DynamoDB.
Event Driven: Execução de código em resposta a eventos de outros serviços AWS.
**Automação de Infraestrutura (IaC)**: Automatização de tarefas administrativas e gerenciamento de infraestrutura na nuvem.

## Vantagens
**Redução de Custo e Complexidade**: Elimina a necessidade de infraestrutura ociosa, reduzindo custos e complexidade operacional.
**Agilidade de Desenvolvimento**: Permite que os desenvolvedores se concentrem no código e na lógica de negócios, acelerando o ciclo de desenvolvimento.
**Desempenho e Escalabilidade**: Oferece alta disponibilidade e escalabilidade automática, garantindo desempenho conforme a demanda.

## Desafios 
**Timeouts**: O Lambda tem um limite para o tempo de execução de funções, o que pode ser um desafio para algumas aplicações de longa duração.
**Estado**: Como é um ambiente sem estado, gerenciar o estado entre as execuções pode ser desafiador.
**Monitoramento e Debugging**: Embora a AWS ofereça ferramentas para monitoramento e debugging, estas podem ser diferentes das usadas em ambientes tradicionais.

AWS Lambda é uma tecnologia que está redefinindo a forma como as aplicações são desenvolvidas e operadas na nuvem. Ele oferece um modelo de computação eficiente, econômico e escalável, liberando os desenvolvedores para se concentrarem no que realmente importa: foco no negócio. Com o crescimento contínuo da computação em nuvem, o AWS Lambda está bem posicionado para ser uma ferramenta fundamental na caixa de ferramentas de desenvolvedores modernos.
For88 - Nhà cái đẳng cấp uy tìn về các tựa game trực tuyến cực hấp dẫn & kiếm thêm thu nhập
Published: 2024-01-29 11:48:37

For88 đã hoạt động kinh doanh trong thị trường giải trí và cá cược online hơn chục năm rồi đến hiện tại có rất nhiều người chơi tham gia trải nghiệm tại nơi đây. Đông đảo người chơi tham gia vào giải trí chơi game vui vẻ và cũng có nhiều người tham gia cá cược tại nơi đây với những trò cá cược có tỉ lệ trả thưởng hấp dẫn không làm anh em thất vọng, khi vào trang game của nhà cái For88 chúng tôi bạn sẽ choáng ngợp bởi thiết kế giao diện đẹp mắt cuốn hút và tại nơi đây có rất nhiều trò chơi cho mọi người lựa chọn vào chơi. Khi có thời gian rảnh rỗi các bạn có thể vào chơi game giải trí nếu các bạn muốn đặt cược để kiếm thêm một ít tiền chi tiêu thì cũng có các tựa game để anh em đặt cược luôn. Chính vì thế hãy nhanh tay tìm hiểu và đăng ký mở tài khoản để vào trải nghiệm nhé các bạn tôi tin rằng nhà cái trang game For88 này sẽ không làm các bạn thất vọng, rất nhiều người đã tham gia rồi thì bạn còn chần chờ gì nữa.
Địa chỉ: 106/210 Đ. Tôn Thất Hiệp, Phường 13, Quận 11, Thành phố Hồ Chí Minh, Việt Nam
Postcode:  72619
SDT: 0967 118 6364
Email: for88ltd@gmail.com
Website: https://for88.ltd/
TAGS: #for88ltd #taifor88ltd #linkfor88ltd #nhacaifor88ltd #appfor88ltd #for88ltddnagky
 
Social Links:

https://www.facebook.com/for88ltd/

https://twitter.com/for88ltd

https://www.pinterest.com/for88ltd/

https://500px.com/p/for88ltd?view=photos

https://www.flickr.com/people/for88ltd/

https://www.youtube.com/channel/UCYpwHOosLhlHrHAiGWHHELw

https://www.reddit.com/user/for88ltd

https://www.blogger.com/profile/16486539325563448130

https://for88ltd.blogspot.com/

https://for88ltd.tumblr.com/

https://www.twitch.tv/for88ltd/about

https://profile.hatena.ne.jp/for88ltd/profile

https://issuu.com/for88ltd

https://www.liveinternet.ru/users/for88ltd/

https://dribbble.com/for88ltd/about

https://about.me/for88ltd/

https://www.deviantart.com/for88ltd

https://ko-fi.com/for88ltd

https://www.provenexpert.com/for88-ltd/

https://hub.docker.com/u/for88ltd

https://independent.academia.edu/for88ltd
Dusk - Multipage agency theme. Built with Astro, Tailwind CSS
Tags: javascript, webdev, astro, tailwindcss
Published: 2024-01-29 11:48:05

Dusk - Multipage agency theme.
Built with Astro, Tailwind CSS

Includes:
Pages 22
Sections 50+
Components 60+

This theme is included on the bundle.

See it live and learn more:
- https://lexingtonthemes.com/info/dusk/

A dark, contemporary design with high-contrast text and image placements, suitable for showcasing creative work or design portfolios. It uses a grid-based layout for a structured yet dynamic presentation.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1hg6gjj1x01mkwoc8wwn.png)


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/2czqlexw1wy5mw95d0on.png)


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/bvj9fuzmfhqlc1juuvn8.png)


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/nyejmz21lsbp1abrogrb.png)
ServBay Version 1.2.1 Release Notes, First Update in 2024
Tags: webdev, php, programming, productivity
Published: 2024-01-29 11:35:33

## Introduction
We are excited to announce the release of [ServBay](https://www.servbay.dev) version 1.2.1, the first update since the new year. This version introduces a redesigned dashboard, which provides developers with an intuitive view of system resource consumption. The goal is to enable developers to assess the efficiency of their code more effectively and manage services with greater agility.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/lz36gpmhros9lrl8psf5.png)

## What’s New

### Redesigned Dashboard

**Enhanced Visibility**: The new dashboard is structured to give a clear and concise overview of the system’s performance at a glance.
**Resource Monitoring**: It now includes detailed graphs and statistics for CPU Load, CPU Usage History, Memory Pressure, Application Memory, Wired and Compressed Memory, Storage, and Network activities.
**Service Control**: A streamlined interface for controlling services, including quick start and stop options for each service, has been implemented.

### System Resource Insights
**CPU Load Indicator**: A real-time CPU load gauge helps identify the current state of processor usage.
**Memory Usage**: A breakdown of memory allocation, including Pressure, App, Wired, and Compressed memory, is now displayed.
**Storage Overview:** Visual representation of storage use, indicating used and available space.
Network Speeds: Current upload and download speeds are now visible directly on the dashboard.

### Service Management
**Services Overview**: An updated list of services with version numbers, status, and process IDs.
Quick Actions: New controls have been added for each service to quickly restart or stop as needed.

### Version Support
**PHP Versions**: The dashboard shows the status of various PHP versions, from 5.6 to 8.3, highlighting any stopped services for attention.

### Bug Fixes and Performance Improvements
We've squashed several bugs, enhancing stability and performance.
Various minor features have been updated to improve user experience.

## Upgrade Guidance
All users are recommended to update to the latest version to take advantage of the new features and improvements. Just download the new version and drag it to the Application folder to replace the old App, you're all set.

## Acknowledgments
We thank our community for their continuous support and feedback, which has been invaluable in this release.Visit [our website](https://www.servbay.dev) for more details.
Bootcamp
Published: 2024-01-29 11:29:03

let me just preface this by saying: I was a junior in computer science at a good school and I had to drop out because personally mentally I was not ready to have a five year old full time and be in school full time and work.  

I am now enrolled in a coding bootcamp and am taking a break from work to try to learn everything I can in the next six months and then try to crack into this field in some way shape or form.

All I have heard is how bad the market is and how without a degree it will be unlikely for me to be hired.  I really dont want to hear more of this, its like people keep telling me the road is blocked off ahead but I keep telling those people im still going down there to try and get through it anyway
Gd Games
Published: 2024-01-29 11:17:12

Good Deals Games is an Australian owned and operated online store (ABN 80 367 283 409) based at Brisbane QLD for video games and other games related product. We differentiate our self from other online stores by providing our valued customer not only with excellent price but also with the services.Our games are 100% GENUINE PRODUCT. They are from Australia, United Kingdom and USA, in order to provide our customer with the best price possible. The games of course are FULLY compatible with Australia Console.
[Nintendo Switch Game](http://www.gdgames.com.au)
COMMERCIAL PLOT FOR SALE KONDAPUR
Published: 2024-01-29 11:22:12

## COMMERCIAL PLOT FOR SALE KONDAPUR ##


Botanical Gardens-Masjidbanda main road 
facing.
Near Chirec Public School.
1100 Sqyd's 
North Facing
Road:120 ft main road Facing
Ulc/Lrs Clear
Dimensions: 68/144

_ Suitable for Hospitals/Hotels/Shopping malls/Apartments etc..
NOT FOR DEVELOPMENT
*Price*₹.2.60 Lakhs/Sqyd.(Slightly Negotiable)
For more details please Call me

🏢 Prime Commercial Plot for Sale in Kondapur - Ideal Investment Opportunity
Explore a lucrative investment opportunity with this strategically located commercial plot for sale in Kondapur, along the Botanical Gardens-Masjidbanda main road. Positioned near Chirec Public School, this 1100 square yards plot is a North-facing gem, offering immense potential for various commercial ventures.

Property Details:
📍 Location: Kondapur, Botanical Gardens-Masjidbanda main road
📏 Land Size: 1100 Square Yards
🧭 Facing: North Facing
🛣️ Road Access: 120 ft main road facing
📏 Dimensions: 68/144
📜 Clearances: Ulc/Lrs Clear
Not for Development.

🏢 Suitability: Ideal for Hospitals, Hotels, Shopping Malls, Apartments, and more
Financial Snapshot:

💰 Price: ₹2.60 Lakhs/Sqyd (Slightly Negotiable)

Key Highlights:
🌐 Strategic Location: Positioned along the bustling Botanical Gardens-Masjidbanda main road, ensuring high visibility and accessibility.
🏫 Near Chirec Public School: Proximity to reputable educational institutions adds value for potential commercial developments.
📏 Generous Dimensions: With dimensions of 68/144, the plot offers ample space for diverse commercial projects.
📜 Legal Clarity: Ulc/Lrs Clear, ensuring legal clearances for a hassle-free transaction.
🏗️ Versatile Use: Suited for a variety of commercial purposes, including hospitals, hotels, shopping malls, and apartments.

Please Call for More Details:
For comprehensive details and to discuss this prime commercial plot further, please feel free to call us. Don't miss the chance to invest in this strategic location with immense growth potential.



Opportunity Awaits:
This commercial plot in Kondapur is not just a parcel of land; it's an opportunity to shape the future of a vibrant and dynamic business district. Act now and make this investment a cornerstone of your commercial success! 🏢💼✨

[[Read More]...(https://sjhomes.blogspot.com)](https://www.sjhomez.com/2024/01/commercial-land-for-sale-in-kondapur.html)
How to Duplicate any Google Form
Tags: javascript, googlecloud, tutorial, productivity
Published: 2024-01-29 11:08:51

Unlike Google Sheets, Google Form doesn't offer a direct way to make a copy of a public Google Form, without being an owner or a collaborator of the form itself.

As a work-around you can use the FormDuplicator tool, that is a Google Spreadsheet bounded with a Google Apps Script that can clone every public Google Form.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/a1m9457w1tu3j0z9lppk.png)


FormDuplicator spreadsheet:
https://docs.google.com/spreadsheets/d/1nYBfvTkIWfmBFhnaNFrDDQh5m_9GJ0m0xHPbqVQhfD4/copy

Github page:
https://github.com/Vryntel/FormDuplicator

After making a copy of the spreadsheet, to be able to run the script you need to grant permission to the script (only the first time) by following these steps:

- In the Spreadsheet page, go in the top toolbar and click Extensions > Apps Script
- After the new page will open up, return in the spreadsheet page and in the top toolbar it will show up the FormDuplicator option
- Click on the FormDuplicator option in the toolbar, and then click on "Duplicate Form"
- At this point Google will ask your authorization to run the script, you need to grant it

Now to clone a Google Form, just paste the form url in the "Form to duplicate" field and then go to the top toolbar, FormDuplicator, Duplicate Form.

After the script will finish its execution, a pop-up will show up with a message:

- "Form Duplicated correctly": The form has been duplicated exactly as the original form. Your copy of the Google Form will be printed in the "Generated Form" field;

- "Form Partially duplicated": The form has been duplicated but without some propeties. All the not duplicated proprieties will be displayed in the "Not duplicated" worksheet;

For the list of what the tool can't duplicate from a form, check my Github page:
https://github.com/Vryntel/FormDuplicator


- "Error": If some values are missing in the settings worksheet or an unexpected error has occured;



Thank you for reading.