teleren/devto huggingface dataset:
Data Science for beginners: 2023-2024 road map.
Published: 2023-10-05 07:38:27

Data Science is a field that comprises many sort of sub-categories such as artificial intelligence, machine learning, statistics, data visualization, and analytics. The beauty of data science is that it provides practical means and helps ease the application of these concepts in the real world. As we are transitioning into a level 1 society the demand to automate repetitive tasks has been on the rise.


Data Science is a field that involves extracting insights and knowledge from data using various techniques and tools. If you are a beginner in Data Science, here are some steps you can follow to get started:

**Learn Programming:** Programming is a fundamental skill for Data Science. Python is the most commonly used programming language in Data Science, and it has several libraries that are useful for Data Science, such as NumPy, Pandas, and Scikit-learn. You can start by learning the basics of Python programming.
**Learn Statistics:** Statistics is the foundation of Data Science. Understanding statistical concepts such as mean, median, variance, and standard deviation is crucial for working with data. You can start by learning the basics of statistics.
**Learn Data Visualization:** Data visualization is an essential skill for Data Science. It helps to understand patterns and trends in data. There are several libraries in Python that are useful for Data Visualization, such as Matplotlib and Seaborn.
**Learn Machine Learning:** Machine learning is the core of Data Science. It involves building models that can learn from data and make predictions. There are several types of machine learning algorithms, such as supervised learning, unsupervised learning, and reinforcement learning. You can start by learning the basics of machine learning.
**Practice with Projects:** Practice is essential for learning Data Science. You can start by working on small projects such as data cleaning, data analysis, and machine learning models. Kaggle is a platform where you can find data science projects and competitions to practice your skills.
**Learn from the Community:** The Data Science community is very active, and there are several resources available to learn from. You can join online communities such as Reddit, LinkedIn, or Twitter. You can also attend local Data Science meetups and events.
**Continuously Learn:** Data Science is a rapidly evolving field, and new techniques and tools are constantly emerging. Therefore, it’s essential to keep learning and stay updated with the latest trends and developments in Data Science.

In summary, learning Data Science involves programming, statistics, data visualization, machine learning, practice, learning from the community, and continuous learning. With dedication and consistent effort, you can become proficient in Data Science and start building solutions to real-world problems.
Tailwind Elements Stable v1.0.0. - a free, open-source UI Kit with 500+ components integrated with React - is out.
Tags: webdev, programming, react, news
Published: 2023-10-05 07:30:18

Tailwind Elements Stable v1.0.0. - a free, open-source UI Kit with 500+ components integrated with React - is out.
And we couldn't be prouder, so give it a go [here](https://tailwind-elements.com/docs/standard/integrations/react-integration/)
 

It will change Your life (or at least how smooth & painless web development is) ;)

It's stable & reliable, comes with over 500 UI Components, easy theming & customisation, dark mode, Figma design system AND free hosting :) .

React is, and for good reasons, among the most popular webdevelopment technologies. It might not come with as much out-of-the-box as Angular for example, but provides more freedom and requires you to decide on architecture. With Tailwind Elements and its multitude of design blocks, components and plugins You get the best of both worlds.

For all JS aficionados: By default all components have autoinit which means they are initialised by data attributes. But if you want to make init by JS - there is also possibility to do that.

Check out how to do it and more about Tailwind Elements [here](https://tailwind-elements.com/docs/standard/integrations/react-integration/)

Even though TE is already a fully functional UI Kit, it's still in its infancy really - we have great plans and a long and exciting road ahead of us. So whatever input (however critical) You might have, please share it with us here or on any of our channels on which we will be more than happy to host you:
[Discord](https://discord.com/invite/ZkTVKaJC) 
[GitHub](https://github.com/mdbootstrap/Tailwind-Elements) 
[X]( https://twitter.com/TailwindElement)
Enhancing Web Technology Skills for a Better Future
Tags: discuss, webdev, productivity, career
Published: 2023-10-05 07:21:30

Greetings, fellow developers and tech enthusiasts! 😊

In the ever-evolving landscape of web technology, continuous learning and skill development are paramount. Let's dive into a discussion about how we can enhance our web technology skills effectively. Here are a few questions to kick-start the conversation:

1. **Learning Resources:** What are your favorite online platforms, courses, or books for learning web technologies? Share your go-to resources that have significantly improved your skills.

2. **Practical Projects:** How important are hands-on projects for skill development? Do you have any interesting project ideas that could help others practice and refine their skills?

3. **Community Involvement:** How has being part of a tech community (online or offline) helped you in your learning journey? What platforms or events do you recommend for networking and knowledge exchange?

4. **Keeping Up with Trends:** Web technologies evolve rapidly. How do you stay updated with the latest trends, tools, and frameworks? Share your strategies for keeping your skills relevant.

5. **Challenges and Solutions:** What challenges have you faced while learning web technologies, and how did you overcome them? Are there specific topics or concepts that you find particularly challenging?

6. **Collaboration and Teamwork:** How important is collaboration in the tech industry? Share your experiences with collaborative projects and teamwork, and how it has contributed to your skill development.

7. **Mentorship:** Have you had mentors or been a mentor to others? Share the impact mentorship has had on your skills and career growth.

Feel free to share your thoughts, experiences, and any tips you have for improving web technology skills. Let's create a supportive and informative space where we can all learn from each other! 🚀✨
The Future: Unlocking Potential with Crypto Exchanges
Published: 2023-10-05 07:18:43

These digital platforms assign users to harness the transformative potential of cryptocurrencies, offering opportunities for buy, trading, and financial autonomy. With innovation at its core, the world of crypto exchanges is shaping a decentralised and inclusive financial ecosystem, where individuals have greater control over their assets. Looking to enter the cryptocurrency industry by starting your own exchange? The greatest [crypto exchange development company](https://lbmsolutions.in/how-to-create-your-own-cryptocurrency-exchange-platform/?utm_source=Google&utm_medium=Backlink&utm_campaign=Neha) in the industry is LBM Solutions.
For more Information Read my latest Blog :- How To creating your own Crypto Exchange Platform
Code Snippets
Published: 2023-10-05 07:10:51

---
title: Code Snippets
published: true
description: 
tags: 
# cover_image: https://direct_url_to_image.jpg
# Use a ratio of 100:42 for best results.
# published_at: 2023-10-05 07:09 +0000
---

## Remove default styles in angular
```js
import { Component, ViewEncapsulation } from '@angular/core';
import { MatDialog } from '@angular/material/dialog';

@Component({
  selector: 'app-expression-dialog',
  templateUrl: './expression-dialog.component.html',
  styleUrls: ['./expression-dialog.component.scss'],
  encapsulation: ViewEncapsulation.None,
})
export class ExpressionDialogComponent {
  constructor(public dialog: MatDialog) {}
}

````
Showing more Article info on Daily.dev
Tags: webdev, opensource, news
Published: 2023-10-05 06:57:20

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/08up666l3xy6cjmtm404.png)

Daily.dev is a very good extension that helps us aggregate news from several sources.

When browsing news, I usually scan the `Title -> Thumbnail -> Description`. However, the current view of Daily.dev has only `Title` and `Thumbnail` in Grid view and only `Title` in Listing view. This requires me to click on an article to read more in a popup, which consumes more reading time.

Fortunately, Daily.dev is open source, so we can submit feature requests or even customize the design to suit our needs.

In this case, I have submitted a feature request on the [dailydev/apps](github.com/dailydotdev/apps) repository and also implemented a new design that can serve my needs. You can review my pull request here: [pull/2060](https://github.com/dailydotdev/apps/pull/2060).

They have mentioned that they need to pass this request to the Design team before reviewing my merge request or implementing a new UI.

In the meantime, you can pull my request, build it, and install it locally using these easy steps:

### Step 1: Clone my code
```bash
git clone --branch feat/show-more-metadata git@github.com:huantt/daily-dot-dev-apps.git
```

### Step 2: Build
```shell
pnpm install

cd packages/extension

pnpm run build:chrome
```

The output will be located at `packages/extension/dist/chrome`.

### Step 3: Install
- Open Chrome.
- Click the Extension button > Manage Extensions. Alternatively, you can enter the following URL directly: [chrome://extensions](chrome://extensions/).

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9kv6vmzkhdq116iv3nrp.png)

- Enable `Developer Mode`.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9dnk3z5gwvpedhgblcfp.png)

- Click on `Load unpacked`.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/dl2aj7i12nnkl5zkyy68.png)

- Point to `packages/extension/dist/chrome`.

Open a new tab, and you will see that all articles in Grid view or Listing View now have a Title, Description, and Thumbnail.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/sq18fyzsadi5rrm4uls2.png)

I hope that it's helpful for you, and I also hope that Daily.dev releases a new UI soon.
{% github: github.com/huantt/daily-dot-dev-apps %}
API Blog Post Testing
Tags: javascript, beginners
Published: 2023-10-05 06:54:38

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.

Ok so this would be a testing to make sure all posts are getting called from the API. I don't think these are for some reason. Let's see. 

Content showing properly. Adding Images:


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ehm9ggo5dnucdsdgjr0q.jpg)

```javascript
const greeting = 'Hello, World!';
console.log(greeting);
```


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ktwy28xc6pasj8eq5rks.png)
AWS Lambda - Socket hang up Nodejs
Tags: node, lambda, http, https
Published: 2023-10-05 06:53:32

## Context: Lambda error said 'socket hang up' within nodejs code when performing http/https request to 3rd party backend

Let's describe my tries on solving the problem
1. Increase the timeout of lambda -> Not help
2. Increase the timeout of httpClient -> Not help
3. Figure out that lambda having some problem with connection -> Put HttpAgent to keepalive the connection -> Work perfectly

## Code demo:

```
new JwksClient({
      jwksUri: 'xxx' + '/oidc/2/certs',
      timeout: 10000,
      requestAgent: new Agent({
        keepAlive: true
      })
    })
```
GIT VS GitHub
Tags: beginners, newbie, git, hasanelsherbiny
Published: 2023-10-05 06:51:00

in previous article we have know what is GIT ad it's important terms.
but most times we hear the term "Github" is git = github?

actually no. they are not the same thing, so 

## What is Github?
as mentioned before git opensource technology and it's free to use so some companies have adopted it and made it onto cloud
providing more features and more capabilities.
so we can tell that 
GitHub is a web-based platform for hosting Git repositories. 
It provides a centralized location for storing and collaborating on Git repositories. 
Other similar platforms are GitLab and Bitbucket.

Github also providing some features of devops like CI/CD using Github actions, code reviewing and commuinty where developers can have disccussions and introduce bug reports or ask for features.

as github is allowing you to push your code to public repositories Github is considered as a hug opensource community with a large number of projects in many technologies and programming language
Kingbet86 | Nhà cái uy tín số 1 Việt Nam
Published: 2023-10-05 06:50:54

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How to Optimize and Speed Up Docker?
Tags: docker, devops, python
Published: 2023-10-05 06:48:56

**Introduction**

Docker is a containerization platform that helps developers build, ship, and run applications more easily. Containers are lightweight, standalone, and executable packages of software that include everything needed to run an application: code, runtime, system tools, system libraries, and settings. Docker can be a great way to improve the performance of your applications, but it’s important to optimize and speed up Docker images and containers to get the most out of them. Here are some tips:

**Use a smaller base image:**

The base image is the starting point for your Docker image. It’s important to choose a base image that is as small as possible, as this will make your Docker image smaller and faster.

**Example:**

Instead of using a base image like `ubuntu:latest`, you could use a smaller base image like `alpine:latest`. Alpine Linux is a lightweight Linux distribution that is much smaller than Ubuntu.

**Remove unnecessary files:**

Make sure to remove any unnecessary files from your Docker image. This could include things like development files, log files, and temporary files.

**Example:**

If you are using a language like Python, you can remove the development files by running the following command:

`pip uninstall -y pip-dev`

You can also remove the log files by running the following command:

`rm -rf /var/log/*`

**Use multi-stage builds:**

Multi-stage builds allow you to build your Docker image in multiple stages. This can help to reduce the size of your Docker image by only including the files that are needed for each stage of the build.

**Example:**

Here is an example of a multi-stage build for a Node.js application:

Code snippet

```
FROM node:16-alpine AS builder

WORKDIR /app

COPY package.json .

RUN npm install

FROM node:16-alpine AS runner

COPY --from=builder /app /app

CMD ["node", "app.js"]
```

In this example, the builder stage is used to install the Node.js dependencies. The runner stage is used to run the application. The runner stage does not include the Node.js dependencies, as they are not needed to run the application. This reduces the size of the runner stage and makes the application start faster.

**Use caching:**

Caching can help to speed up docker build process by reusing layers from previous builds.

**Example:**

To enable Docker caching, you can add the `--cache-from` flag to the docker build command. For example:

`docker build --cache-from my-image:latest` .

This will cause Docker to reuse any layers from the `my-image:latest` image that are still present in the cache.

**Optimize your Dockerfile:**

There are a few things you can do to optimize your Dockerfile, such as using the latest Dockerfile syntax and best practices. You can find more information on the Docker website: Dockerfile reference: https://docs.docker.com/engine/reference/builder/.

Advanced optimization techniques:

Checkout more advance techniques [here](https://codesolutionshub.com/2023/10/05/how-to-optimize-and-speed-up-docker/?utm_source=dev_to)
Do you like a good mouse? 🐭🖱️
Tags: devtoys, bestmouse, peripherals
Published: 2023-10-05 06:37:05

The computer mouse: An essential tool for the digital age. In today’s tech-driven world, the mouse serves as a critical extension of our digital interactions. Whether you’re a gamer seeking precision, a designer needing accuracy, or a general user looking for comfort, the right mouse can make all the difference. With 2023 offering a plethora of options, let’s dive deep into understanding the nuances of selecting the perfect mouse.

[Read More ===> DevToys: Best Mouse of 2023 Top 4 Picks in Depth](https://devtoys.io/2023/10/04/%f0%9f%90%ad-best-mouse-of-2023-top-4-picks-in-depth-review-%f0%9f%96%b1%ef%b8%8f/)
Active Keto Gummies South Africa [EXPOSED]: Is It a Weight Loss Scam or a Real Solution?
Tags: diet, devops
Published: 2023-10-05 06:29:39


An all-natural remedy for obesity and overweight issues is Active Keto Gummies.  A type of nutritional supplement called keto gummies is advertised for its potential 

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keto pills are an essential component of a recipe to boost weight loss outcomes without causing any negative side effects.  Disclaimer: The views and opinions 

expressed in the above article are independent professional judgment of the experts and The Tribune does not take any responsibility, in any manner whatsoever, for the 

accuracy of their views. This should not be considered as a substitute for medical advice. Please consult your physician for more details. Keto Gummies shall solely 

liable for the correctness, reliability of the content and/or compliance of applicable laws. The above is non-editorial content and The Tribune does not vouch, endorse 

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𝐘𝐨𝐮𝐫 𝐈𝐦𝐩𝐞𝐫𝐟𝐞𝐜𝐭𝐢𝐨𝐧 𝐢𝐬 𝐘𝐨𝐮𝐫 𝐀𝐮𝐭𝐡𝐞𝐧𝐭𝐢𝐜𝐢𝐭𝐲
Published: 2023-10-05 06:24:55

In the professional world, there's often a tendency for individuals to project an image of perfection. We strive to talk perfectly, walk perfectly, and present our work as flawless. However, the pursuit of constant perfection can sometimes feel artificial, like an impeccably crafted artificial flower that remains unchanged regardless of the weather conditions.

But in reality, people are drawn to authenticity. They want to see the real truth rather than a facade. Over time, people gravitate towards those who are real, those who show the ups and downs of life. It's perfectly okay not to be perfect all the time. It's okay to acknowledge and even celebrate your imperfections. It's okay to showcase works in progress alongside your well-completed projects. It's okay to discuss the challenges you're facing, even when it seems like nobody else wants to talk about them.

The swagger of showmanship may get attention initially, but it rarely sustains in the long run because it lacks authenticity. Over time, people tend to appreciate and respect those who are genuine and who show the real picture, warts and all.

In fact, the Japanese tradition of wabi-sabi beautifully embodies this philosophy. Wabi-sabi celebrates the beauty found in imperfections, impermanence, and simplicity. It reminds us that authenticity and the acknowledgment of our flaws can be profoundly powerful in both our personal and professional lives.

So, remember that your imperfections are making you unique and authentic. Embrace them, share your journey, and watch as people connect with you on a deeper level because you're genuine and real.

If you like such post, follow me for more.
API Works, cool.
Tags: webdev, javascript, beginners, programming
Published: 2023-10-05 06:22:19

Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/ue5pd0rxuta7og75k3mr.jpg)