teleren/devto huggingface dataset:
Elevator manufacturer in Ambala
Published: 2024-03-30 03:04:30

Indotech Elevator Pvt. Ltd. is a reputed Elevator manufacturer in Ambala and Supplier of a wide range of Elevators in Ambala. The extensive gamut of Elevator offered by us chiefly includes Traction Elevator, Passenger Elevator, Freight Elevator, Hospital Elevator, Automobile Elevator, and Traction Elevator Cabins in Ambala. We import optimum quality raw materials and parts for manufacturing and developing the Elevators. Besides, we are also reckoned for offering a wide spectrum of services including Elevator Installation, Elevator Repairing, and Elevator Annual Maintenance Contract.

Our dedicated workforce always puts clients’ requirements as their topmost priority. Quality testing is done before delivering our products to the clients as well as in the market. Timely delivery of the consignments, proper facilities, excellent resources, diligent team, and long term relations with clients are our hallmarks. Moreover, our R&D department keeps us updated regarding latest developments in the market and is constantly responsible for our top class services and products.

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"Day 53 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Maths for Data Analysis ( Perm & Comb - 8)
Tags: data, datascience, dataengineering, math
Published: 2024-03-30 02:33:50

PERMUTATION AND COMBINATION - 8



nCr * r ! = nPr

nCr  - selection of ‘r’ different objects out of n- different object
r! - arrangement of ‘r’ objects
nPr -  arrangement of n - different objects taken ‘r’ at a time.


Q1. There are m points on a straight line AB & n points on the line AC none of them being the point A. Triangles are formed with these points as vertices, when

‘A’ is excluded. Ding the total number of ways.

2 points of line AB
& 1 point on line AC.
Vice versa
m c 2 X n c 1
+
n c 2 X m c 1


‘A’ is included. Find the total number of ways.

mc1 X nc1 + above answer.

 Q2. 10 different chocolates & 20 different toffees.
In how many ways 3 chocolates and 4 toffees are given to a child ?

Sol :- permutation and combination

10 c 3 * 20 c 4 

Explanation :- 
20 c 4 means   20! / ( 20-4)! * 4!
Why we use X (multiply) because both the processes is done simultaneously
Permutation.


Quick Concept review.

Permutation :-
 It is arrangement of object 
Order of object is important.
Permutation of diff object can be calculated by npr
nPr = n! / (n-r)!

Combination :- 
selection of object
Order of object is important.
Selection of diff objects can be calculated by nCr.
nCr = n! / (n-r)! * r!




Circular Permutation 
Arrangement of objects on a circle is known as circular permutation. ( different objects )

A,B,C  in a straight line 3! Arrangement
In a circle there are only 2 arrangement .

Clockwise & Anticlockwise arrangements are different.

( N - 1!)

Clockwise & Anticlockwise arrangement are same 

( N - 1!) / 2


Feel free to share this post to enhance awareness and understanding of these fundamental concepts in statistical analysis!


🙏 Thank you all for your time and support! 🙏
5 Api's para usar em seu projetos!
Published: 2024-03-30 02:19:07

As APIs são ferramentas incríveis que permitem integrar funcionalidades e dados externos aos seus projetos, abrindo um mundo de possibilidades.

Para te ajudar a dar um **up ** nos seus projetos, preparei uma lista com 5 APIs incríveis:

1. Google Maps Platform:

Crie mapas interativos, obtenha rotas e informações de tráfego, explore lugares e muito mais.
Ideal para: Apps de delivery, sites de turismo, aplicativos de transporte.
Nível de dificuldade: Intermediário.
Custo: Gratuito com plano limitado, planos pagos a partir de $200/mês.

2. The Movie Database (TMDb):

Acesse informações completas sobre filmes, séries, atores e programas de TV.
Ideal para: Apps de streaming, sites de crítica de cinema, aplicativos de recomendação de filmes.
Nível de dificuldade: Fácil.
Custo: Gratuito com plano limitado, planos pagos a partir de $5/mês.

3. OpenWeatherMap:

Obtenha dados climáticos em tempo real e previsões para qualquer lugar do mundo.
Ideal para: Apps de meteorologia, sites de notícias, aplicativos de agricultura.
Nível de dificuldade: Fácil.
Custo: Gratuito com plano limitado, planos pagos a partir de $40/mês.

4. Spotify Web API:

Crie playlists, acesse músicas e artistas, e explore o universo musical do Spotify.
Ideal para: Apps de música, sites de eventos, aplicativos de personalização de playlists.
Nível de dificuldade: Intermediário.
Custo: Gratuito com plano limitado, planos pagos a partir de $9.99/mês.


5. News API:

Mantenha-se atualizado com as últimas notícias do mundo todo.
Ideal para: Apps de notícias, sites de informação, aplicativos de agregação de notícias.
Nível de dificuldade: Fácil.
Custo: Gratuito com plano limitado, planos pagos a partir de $40/mês.
Final project part 4
Tags: dataengineering, github
Published: 2024-03-30 02:08:16

In this part of the project I'm going to create a fact model in dbt. Yikes is that hard. First of all, I had to remember a lot of things that I hadn't written down. Fortunately I had the repo from class. I was able to look up the files that I had made before. I copied the directories to my repo and made some changes, then tried to fix the dates on my files to be a genuine timestamp. I went around and around and finally found one error, which was that I said my project name was data-engineering-2024, when in fact it was data-engineering-2024-411821. It didn't help that the error log file said "`expected ) but found ;`" Once I made that change, I could build my model, and it worked. I still haven't built the full model, but the one where I limit to 100 lines works. I verified it on BigQuery and the timestamp was a genuine timestamp.

Then I added a few directories to .gitignore. That's when the problems started. I tried over and over to commit my changes, but I got an absurd error that said I had to type "`git push --set-upstream origin cmcrawford2-patch-1`" and some other useless advice. I went back and forth with ChatGPT about this, but finally I went to Google and typed `dbt won't let me commit files to GitHub repository`. This led me to dbt documentation, where I found out that there was a special secret handshake that I had to do when I changed .gitignore. It consisted of approximately 12 steps, including resetting the IDE twice, deleting the unwanted folders, etc. I followed the instructions and was able to push my changes and merge the commit on my GitHub repo. Tomorrow I'll make some more changes to the fact model, and then I can finally see what I have.
abs() and round() function in python
Tags: python, difference, productivity
Published: 2024-03-30 02:00:30

Diffrence `abs()` and `round()` function in PYTHON

`abs()` function takes only one argument. In argument it basically takes number (for example integer and float). For complex number it returns the magnitude (for example : 3i+4j : √ (3)² + (4)² = 5).

Other Examples are :

```python
var = 65.6

print ( var)
```

```python
OUTPUT: 65
```

`round()` function can take two arguments. The first argument is the number which round-off value will be printed. The second argument is optional, tells up to which the given number (First argument) is rounded.

For Example :

```python
print(round(51.6))

print(round(51.4))

print(round(2.665, 2))
```

```python
OUTPUT :
52
51
2.67
```


NOTE: Both functions will give type error if the argument is not numbers.
The Pros and Cons of Routine for Developers
Tags: webdev, routine, productivity, distraction
Published: 2024-03-30 01:31:33

In my journey through web development, I've come to appreciate the significance of having a routine. Here I want to share some pros and cons of having a routine and why having a routine is much considered.



**Pros**



**1. You can achieve your task:**

when confronted with a multitude of tasks. It  is easy to feel overwhelmed and resort to multi tasking. Having a routine helps prioritize tasks and enables to tackle them one by one. As Dr. Stephen Covey, the author of "The 7 Habits of Highly Effective People," emphasizes, "_Put first things first_." Having a routine aids in prioritizing the most crucial task, ensuring it is completed earlier and helping to navigate through the confusion of "Which one first?"



**2. Less Stress:**
Following a routine alleviates the mental burden of juggling numerous tasks simultaneously. By compartmentalizing your day, you minimize uncertainty and cultivates a sense of control, resulting in less stressful work environment.



**3. Balancing act:**

You have time for all your priorities; nothing is left behind. Everything, including health, family relations, learning, and earning, is taken into consideration.



**4. Distraction free environment:**

In today's digital age, escaping the internet's distractions is nearly impossible. Without a set schedule, you may find yourself veering off track, akin to wandering without direction. Establishing time blocks for tasks like social media or YouTube browsing can help avoid falling into the abyss of online distractions.






**Cons**

 

**1. Routine is constantly changing.**

As like static data in the website routine is not static. They evolve in response to changing circumstance. Adjusting to new tasks or opportunities may require modifications to your routine, which can be disruptive. 



**2. Potential for boredom and fatigue:** 

While you establish a routine, you may discover that you're engaged in activities every hour of the day. This can lead to burnout. However, there is a solution: taking a 10-minute break every hour. During this break, refrain from using social media. Instead, consider activities such as walking, stretching, or simply relaxing.



**3. Some tasks require significant time:**

A routine may not align with a strict timetable when certain tasks demand extensive time commitments within specific deadlines.



Despite these drawbacks, routines offer significant benefits. Share your thoughts on how routines can either enhance or hinder your life in the comments below.
Top 10 Digital Marketing Trends of 2024
Published: 2024-03-30 01:09:30

Marketing Chameleon:  Stay ahead with the latest trends!

AI & Machine Learning: Marketing gets a smart upgrade with AI automation and data analysis.

Voice Search Boom: Optimize for voice queries and conversational marketing with chatbots.

Short-Form Video Explosion: Grab attention with bite-sized videos on TikTok and Instagram Reels.

Social Gets Social Again: Connect with communities using live streams, groups, and social commerce.

LinkedIn: B2B Powerhouse: Marketers target professionals with content and lead generation.

SEO Adapts: Stay flexible for algorithm changes, optimize for voice search, and prioritize the user experience.

Customer Experience Reigns: Personalization and omnichannel marketing create a seamless experience.

Ethics & Transparency Matter: Build trust with ethical data practices. Metaverse Beckons? Forward-thinking brands explore virtual marketing experiences.

Gen Z: The Future is Now: Understand their values and tailor your approach.

Be adaptable, creative, and prioritize the customer experience to win in 2024!


Ben Mansouri
[ZeviDigital.com](https://zevidigital.com/more-about-zevi/)
[top3doctors.com](https://top3doctors.com)
Fresh Google Trend: Prepare for a Shift in Content Writing Approach in 2024
Published: 2024-03-30 01:03:36

Feeling lost in the ever-changing world of digital marketing? It's like riding a wild carousel! Don't worry, here's your guide to mastering Google's content game in 2024.

Short & Sweet is the New King:

Forget lengthy articles! People are busy and want information quickly. Bite-sized content is in. Think "snackable"—deliver v valuable information in short, easy-to-digest pieces.

Quality over Quantity:

Google's gotten smarter. Now, it rewards valuable content, not just word count. Ditch keyword stuffing and focus on creating high-quality, informative pieces that engage readers.

Your AI SEO Sidekick:

Remember helpful robots from movies? AI is here to help! These AI-powered platforms analyze your content and suggest improvements for search engines.  Imagine a digital assistant whispering SEO tips, ensuring your content ranks high without losing your unique voice.

Mobile-First Friendliness:

People search on the go. Make sure your content is easy to read and navigate on any device, especially phones. A smooth
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/dkr12ff48ya16n2q3038.png) user experience is key for Google.

Speak the Voice Search Language:

People are talking to their devices! When creating content, think conversationally. Answer questions naturally, like you're having a chat. This might involve using question-and-answer formats or structuring content around common search queries phrased as questions.

Recycle & Repurpose:

Don't reinvent the wheel! Refresh your older content. Break down those long articles into bite-sized pieces. Update them with fresh stats and trends. Give your old content a makeover to stay relevant and competitive.

Ben Mansouri

[www.ZeviDigital.com](www.ZeviDigital.com)
IHRA Jobs 2024
Published: 2024-03-30 00:52:37

IHRA Jobs 2024
Explore job opportunities at the Islamabad Healthcare Regulatory Authority (IHRA) for the year 2024. A recent advertisement dated March 28, 2024, has announced new positions at IHRA, an autonomous health regulatory body. The information provided is current as of March 29, 2024, and valid until April 12, 2024. These job openings have been published in the Daily Jang newspaper.

Islamabad Healthcare Regulatory Authority Jobs 2024 Last Date to Apply:
April 12, 2024 Location: Islamabad, Pakistan Education Requirement: Bachelor’s or Master’s degree Number of Vacancies: 5+ Company: Islamabad Healthcare Regulatory Authority (IHRA) Address: Deputy Secretary (Admn-II), M/o National Health Services, Regulation & Coordination, 3rd Floor, Kohsar Block, Pakistan Secretariat, Islamabad

IHRA Jobs 2024 are open to candidates with a Bachelor’s or Master’s degree. Those interested in serving as honorary members of the Islamabad Healthcare Regulatory Authority Board can apply for the listed positions through the Selection Committee. Ensure timely submission of your application for these government jobs in Islamabad before the deadline if you meet the requirements.

For the latest details on IHRA Jobs:
Date Posted: March 29, 2024
Location: Islamabad, Pakistan
Education: Bachelor’s or Master’s degree
Last Date to Apply: April 12, 2024
Number of Vacancies: 5+
Company: Islamabad Healthcare Regulatory Authority (IHRA)
Address: Deputy Secretary (Admn-II), M/o National Health Services, Regulation & Coordination, 3rd Floor, Kohsar Block, Pakistan Secretariat, Islamabad


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/y3a33psetosr5h673icb.jpg)

View Job Ads and Apply Online Now

[Islamabad Healthcare Regulatory Authority IHRA Jobs 2024](https://findlyjobs.com/islamabad-healthcare-regulatory-authority-ihra-jobs-april-2024/)

The Islamabad Healthcare Regulatory Authority oversees all public and private healthcare facilities in Islamabad, including primary care clinics and universities, with the aim of promoting transparency and accountability in the city’s healthcare system. The IHRA Secretariat in Islamabad is accepting applications from qualified individuals. Only complete and accurate resumes and applications will be considered for review.
Shopper’s Serendipity : Know Why They Buy ‘That’ w/ ‘This’ via K-NN on Graph
Tags: algorithms, neo4j, machinelearning, ai
Published: 2024-03-30 00:51:10

[Full Article](https://medium.com/@learn-simplified/shoppers-serendipity-know-why-they-buy-that-w-this-via-k-nn-on-graph-1d6e3ed53afa)

Don’t just follow the trends, create them ! Let’s turn those hidden connections into a sales surge!

What is this article about
✨ Real world application of graphs and the K-NN algorithm to decode why customers buy certain products together. Think of it like predicting the perfect side dish for your main course (their original purchase)!

Why Read It
🧠 Understand how the K-NN algorithm, a cool machine learning tool, works in a practical business setting.
🔮 Learn to build a visual roadmap that turns complex data into actionable insights for your sales team
🎯 For anyone who loves the intersection of tech and retail!

The Problem
😕 Customers are unpredictable, and traditional recommendation systems often miss the mark on those "add-on" purchases.
👎 This means lost opportunities for businesses to boost sales and make their customers happier.

The Solution
🕸️ Building a graph network that maps relationships between different products.
🔎 Using Neo4j GDS K-Nearest Neighbors (K-NN) algorithm to find patterns and predict what else customers will like based on past purchases

Why You Can't Miss This
📈 Get a unique, data-driven perspective to personalize the shopping experience for everyone.
🚀 Practical learning of boost sales by anticipating "surprise" purchases that go perfectly with the main item, same concept can be used to may diff business use cases
💕 Know your customers on a deeper level – understand their secret needs and motivations!

Let's go!
🧪 Jump into the fun of simulating an e-commerce network, testing the algorithm, and visualizing the results.

Let's get cooking!
👩‍🍳 Explains the code behind the scenes in a simple, step-by-step way.

Closing thoughts
*💡 This is just the start! Graphs can uncover even more about customer behavior, inventory, and so much more.
🚀 Recommendation systems are getting smarter by the day, and graphs are at the center of it.
👍 This method is surprisingly easy to implement and gives you fantastic results
Islamabad Healthcare Regulatory Authority Jobs 2024
Published: 2024-03-30 00:51:00

## Islamabad Healthcare Regulatory Authority Jobs 2024

Discover the latest job opportunities at the Islamabad Healthcare Regulatory Authority (IHRA) for the year 2024. A recent advertisement dated March 28, 2024, has unveiled new positions at IHRA. As an autonomous health regulatory body, IHRA ensures the highest standards in healthcare. The information provided is current as of March 29, 2024, and remains valid until April 12, 2024. These job listings can be found in the Daily Jang newspaper.

## Islamabad Healthcare Regulatory Authority Jobs 2024 — Application Deadline

IHRA is offering positions for candidates holding Bachelor’s or Master’s degrees. If you aspire to serve as an honorary member of the Islamabad Healthcare Regulatory Authority Board, apply through the Selection Committee for the available positions. Ensure your application for these government positions in Islamabad reaches before the deadline if you meet the specified criteria.

## Latest Details on IHRA Jobs

Date Posted: March 29, 2024
Location: Islamabad, Pakistan
Education Requirement: Bachelor’s or Master’s degree
Last Date to Apply: April 12, 2024
Number of Vacancies: 5+
Company: Islamabad Healthcare Regulatory Authority (IHRA)
Address: Deputy Secretary (Admn-II), M/o National Health Services, Regulation & Coordination, 3rd Floor, Kohsar Block, Pakistan Secretariat, Islamabad

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/3qsf4lms2m54s6ysb5bt.jpg)

**View Job Ads and Apply Online Now
**
[Islamabad Healthcare Regulatory Authority IHRA Jobs 2024](https://findlyjobs.com/islamabad-healthcare-regulatory-authority-ihra-jobs-april-2024/)

## New IHRA Jobs — April 2024: Apply Online

The Islamabad Healthcare Regulatory Authority oversees both public and private healthcare facilities in Islamabad, including primary care clinics and universities. Its goal is to enhance transparency and accountability within the city’s healthcare system. The IHRA Secretariat in Islamabad is currently accepting applications from qualified individuals. Only complete and timely submissions will be considered for review.
Sending e-mails with Sendgrid
Tags: node, nodemailer, sendgrid
Published: 2024-03-30 00:44:03

---
title: Sending e-mails with Sendgrid
published: true
tags: ['node', 'nodemailer', 'sendgrid']
canonical_url: https://sevic.dev/notes/emails-sendgrid/
---

To send e-mails in a production environment, use services like [Sendgrid](https://sendgrid.com/en-us).

Verify the e-mail address on the [Sender Management page](https://mc.sendgrid.com/senders) and create the SendGrid API key on the [API keys page](https://app.sendgrid.com/settings/api_keys).

```js
import nodemailer from 'nodemailer';

(async () => {
  const emailConfiguration = {
    auth: {
      user: process.env.EMAIL_USERNAME, // 'apikey'
      pass: process.env.EMAIL_PASSWORD
    },
    host: process.env.EMAIL_HOST, // 'smtp.sendgrid.net'
    port: process.env.EMAIL_PORT, // 465
    secure: process.env.EMAIL_SECURE, // true
  };

  const transport = nodemailer.createTransport(emailConfiguration);

  const info = await transport.sendMail({
    from: '"Sender" <sender@example.com>',
    to: 'recipient1@example.com, recipient2@example.com',
    subject: 'Subject',
    text: 'Text',
    html: '<b>Text</b>'
  });

  console.log('Message sent: %s', info.messageId);
})();
```

### Demo

The demo with the mentioned example is available [here](https://sevic.dev/demos).

### Related reading

- [Sending e-mails with Mailtrap](https://sevic.dev/notes/emails-locally)