teleren/devto huggingface dataset:
#DEVResolutions2024
Tags: devresolutions2024
Published: 2024-01-17 13:01:02

Inspired by the dev team, I decide to post about my goals to 2024

## Professional Goals:

1. **Learn more about cloud:** I started to study more about AWS in the last year and I want to be more proficient in cloud services to be more specific in AWS services.
2. **Node.js Specialist:** I love to work with JavaScript and more specific with Node.js my career goal is being a Node specialist


## Personal Aspirations:

1. **Create more side projects:** For this year, I want to create or join in side projects
2. **Improve my personal site:** Recently, I publish a new personal site (cristiansilva.dev) and I want to improve this site.

## DEV Community Contributions:

1. **Contribution Goal:** Publish 2 articles every in month in Portuguese and English.
2. **Collaboration Plans:** Moderate better the tags I'm member


## Leave your goals in the comments!
BlockchainReporter Analytics: Review
Tags: crypto, blockchain, cryptocurrency, analytics
Published: 2024-01-17 13:00:59

## Shiba Inu Price Drop Fears Rise As Large Transactions Decline: What’s The Next SHIB Price Level?

Recent data from Coinglass reveals that Shiba Inu price has experienced over $51K in liquidations in the past 24 hours, with buyers liquidating nearly $48K in long positions, indicating a weakening support level for the SHIB price.

A decrease in whale transactions often leads to reduced volatility in the price of Shiba Inu. When whales are less active, there are fewer large-scale buy or sell orders, which can stabilize the price. However, this can also mean less momentum for significant price movements. Additionally, the activity of whales is often seen as a barometer of investor sentiment. A decline in whale transactions might be interpreted as a lack of confidence in the short-term performance of SHIB, potentially leading to a bearish market sentiment.

Shiba Inu price continues to face bearish pressure in overcoming moving averages and it has remained below its 20-day Exponential Moving Average (EMA) at $0.0000097 in recent days, but sellers haven’t managed to push the price down to the support line. As of writing, SHIB price trades at $0.0000095, declining over 0.4% from yesterday’s rate.

The stable EMA trend lines and a Relative Strength Index (RSI) in bearish territory below the midline favor the sellers. If SHIB fails to rise from its current level or falls from the 20-day EMA, bears might attempt to drive the SHIB/USDT pair down to the $0.0000084 mark.

However, if SHIB breaks above the moving averages, it would suggest a weakening of bearish control. In that case, buyers could try to drive the pair towards the significant resistance zone at $0.00001 to $0.000012. 

Over the last few hours, SHIB price is facing a surge in bullish dominance as the long/short ratio has surged above 1, currently trading at 1.377. SHIB price is set for an upward correction as 58% of total positions now expect a price increase. 


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1rlmad9hlyk4rp2umpg0.jpeg)
FX Street Analytics: Review
Tags: crypto, cryptocurrency, blockchain, analytics
Published: 2024-01-17 13:00:43

## MATIC Price Forecast: Uptrend hints at rally but whales signal otherwise

MATIC price is noting a potential bullish continuation of the ongoing uptrend, but another bearish signal is coming from the whales, who have been consistently selling for the past month now. For the Polygon token to rally now, these whales would need to accumulate, which could be a while.

MATIC price continues its incline 

MATIC price, at the time of writing, is observing an uptrend that began back in mid-October. The first stretch of the rally noted an increase of nearly 80%, and since then, the incline has been slow but consistent.

Since MATIC has not fallen through the uptrend line, a bounce back is likely, which could push the price above the $0.92 resistance line. Flipping this into support would boost the rally, sending the altcoins up by 22% beyond the $1.00 mark.

However, if the digital asset finds resistance from broader market cues and falls through the uptrend line, it would find support at the $0.80 mark. Losing this support would invalidate the bullish thesis and result in a crash to $0.72.

Whales could cause the rally to slow down

On-chain metrics hint at the uptrend potentially slowing down since the whale addresses and other large wallet holders are acting relatively bearish compared to price action. Addresses holding between 100,000 MATIC and 1 million MATIC have been dumping their holdings for the past month.

Since mid-December, about 9 million MATIC has been sold off by the aforementioned addresses, bringing their total holding to 237.73 million MATIC as of the moment. 

The Market Value to Realized Value Ratio (MVRV) also suggests that there is some time before the MATIC price could begin recovery. The MVRV ratio is an indicator that is used to assess the average profit/loss of investors who purchase an asset. The seven-day MVRV ratio measures the average profit/loss of investors who purchased an asset in the past week. 


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/dontir23ikn4ias97zbn.jpeg)
AppSignal’s Top 5 JavaScript Posts in 2023
Tags: javascript, node
Published: 2024-01-17 13:00:00

As the year draws to an end, we are excited to share our top five most-read JavaScript articles in 2023!

## Top 5 JavaScript Posts in 2023

### [Multithreading with Worker Threads in Node.js](https://blog.appsignal.com/2023/07/05/multithreading-with-worker-threads-in-nodejs.html)

Dive into multithreading and how to use worker threads in Node.

### [Getting Started with Fastify for Node.js](https://blog.appsignal.com/2023/04/26/getting-started-with-fastify-for-nodejs.html)

In this first part of a three-part series, we explore some key concepts and benefits of Fastify.

### [Designing a Scalable Backend in Node.js](https://blog.appsignal.com/2023/06/07/designing-a-scalable-backend-in-nodejs.html)

Examine three scaling challenges for a Node.js app and see how you can avoid them.

### [Puppeteer in Node.js: Common Mistakes to Avoid](https://blog.appsignal.com/2023/02/08/puppeteer-in-nodejs-common-mistakes-to-avoid.html)

Puppeteer is a powerful Node.js library for browser automation, but comes with pitfalls. Find out some of the common mistakes you should avoid.

Andddd...**drumroll please** - our top-performing JavaScript post in 2023:

### [5 Node.js Tools to Learn in 2023](https://blog.appsignal.com/2023/02/01/5-nodejs-tools-to-learn-in-2023.html)

Check out 5 Node.js tools that can help boost your productivity.

## Season's Greetings ❆ ⛄

See you in the new year!

If you haven’t already, don’t forget to subscribe to [our JavaScript Sorcery newsletter](https://blog.appsignal.com/javascript-sorcery), so you never miss an upcoming post.
免費開源的語音辨識功能：Google Colab + Faster Whisper
Tags: openai, whisper, python, colab
Published: 2024-01-17 12:57:46

## 本篇要解決的問題

上一篇，我們用了 Google Colab，加上 OpenAI 的 Whisper，製作出了一個語音辨識功能，結果筆記文寫完沒過幾天，就看到有人改良了 Whisper，製作出了 Faster Whisper，辨識速度更快也更精準。

一開始研究時，因為是改到 Google Colab，所以跟著官方說明文件一直失敗，後來是爬了一下文後才找到解法。

確實，Faster Whisper 真的更快更準，測試了一個 70 分鐘的音檔，原本 OpenAI Whisper 要 14 分鐘，換用 Faster Whisper 後，只需要 7 分鐘。

不得不說，現在語音辨識模型已經到這程度，到年底時不知道又會有什麼樣子的進步。

Google Colab 的使用方式，在前一篇幾乎都寫到了，本篇不會再重寫，請先閱讀上一篇筆記文囉：

〈[免費開源的語音辨識功能：Google Colab + Whisper large v3](https://www.letswrite.tw/colab-whisper-large-v3/)〉

---

## 安裝 Faster Whisper

官方說明文件：[GitHub](https://github.com/SYSTRAN/faster-whisper)

文件一開始有說，要使用 GPU，要先安裝 NVIDIA 函式庫，一開始就是卡在這邊卡很久，因為找不到 Colab 的安裝方式。

後來爬了一下文後，才找到只要安裝「libcublas11」就可以了。

安裝 Faster Whisper 的二行程式碼如下：

```
!apt install libcublas11
```

```python
!pip install faster-whisper
```

複製貼上二行程式碼，點擊執行後就會進行安裝。

---

## 使用 Faster Whisper

這篇來點跟前一篇不一樣的，因為官方提供的 Demo，產出的內容會加上時間軸，所以這邊 August 也試著做出三種格：一般、時間軸、字幕檔。

完整程式碼如下，可以直接貼上 Colab：

```python
from faster_whisper import WhisperModel
import os
from google.colab import files

model_size = "large-v2" # tiny, base, small, medium, large, large-v2, large-v3
mode = "normal" # normal 一般, timeline 加入時間軸, subtitle 產生成字幕檔格式

# Run on GPU with FP16
model = WhisperModel(model_size, device="cuda", compute_type="float16")

# 設定檔案路徑
audio_path = "/content/letswrite.mp3" # 替換成你的檔案名稱

segments, info = model.transcribe(audio_path, beam_size=5, initial_prompt="繁體")

transcription = ""

# 1 以下為一般版本
if mode == "normal":
  transcription_segments = [segment.text for segment in segments]
  transcription = "，".join(transcription_segments)

# 2 以下為加入時間軸版本
elif mode == "timeline":
  for segment in segments:
    transcription += "[%.2fs -> %.2fs] %s\n" % (segment.start, segment.end, segment.text)

# 3 以下為產生字幕檔的版本
elif mode == "subtitle":
  for i, segment in enumerate(segments, 1):
    start_hours, start_remainder = divmod(segment.start, 3600)
    start_minutes, start_seconds = divmod(start_remainder, 60)
    end_hours, end_remainder = divmod(segment.end, 3600)
    end_minutes, end_seconds = divmod(end_remainder, 60)
    transcription += "%d\n%02d:%02d:%06.3f --> %02d:%02d:%06.3f\n%s\n\n" % (
      i,
      start_hours, start_minutes, start_seconds,
      end_hours, end_minutes, end_seconds,
      segment.text
    )

print(transcription)

# 獲取不帶副檔名的檔案名稱
file_name = os.path.splitext(os.path.basename(audio_path))[0]

# 將結果保存為txt檔案
with open(f"{file_name}.txt", "w") as file:
  file.write(transcription)
  files.download(f"{file_name}.txt")
```

貼上後，要修改的部份有三個。

### model_size

這邊要寫的是，想要用哪種 model 來進行辨識。

目前 OpenAI 提供的 Whisper API 是 Large-V2，也確實 V2 就很好用了。

如果改用最新的 Large-V3，辨識時間會再久一點。

### mode

mode 就是要產出什麼格式的檔案，分為：

- normal：一般的格式，單純加上逗號去區分每一句。
- timeline：加入時間軸。
- subtitle：產生成字幕檔格式。

### audio_path

audio_path 就是填寫要辨識的音檔路徑。

---

## 結論

這篇算是上一篇的…外傳？就是一個補充寫法。

網路上如果搜尋一下 Google Golab Faster Whisper，就還蠻多人有做出厲害的範例。

這篇就分享給需要的棒油囉~
Unlocking Success: Strategic Product Development for Startups
Published: 2024-01-17 12:57:18

Introduction
Embarking on the journey of [product development for startups](https://gloriumtech.com/startup-product-development/) is a thrilling endeavor, filled with opportunities and challenges. In a world driven by innovation, crafting a unique and compelling product is essential for standing out in the competitive startup landscape.

Understanding the Basics
Defining Your Vision
Innovative Solutions for Modern Challenges

In the dynamic realm of startups, product development begins with a clear vision. Define your goals, understand market needs, and identify gaps that your product can fill. This sets the foundation for a strategic and purposeful development process.

Market Research Mastery
Navigating Trends and Demands

Conduct thorough market research to grasp current trends and consumer demands. By staying ahead of the curve, your startup can align its product development with the ever-evolving needs of the target audience.

Key Steps in Product Development
Ideation and Conceptualization
From Vision to Blueprint

In this phase, transform your ideas into a tangible blueprint. Collaborate with your team to refine concepts, ensuring they align with your startup's objectives. Engage in brainstorming sessions to unleash creative potential.

Prototyping Excellence
Turning Concepts into Reality

Create prototypes that serve as the initial embodiment of your product. This allows for hands-on evaluation, identification of potential improvements, and ensures that the final product meets the highest standards.

Agile Development Methodology
Flexibility for Efficiency

Adopting an agile approach accelerates the development process. It enables your team to respond quickly to changes, refine features, and deliver a product that remains relevant in a fast-paced market.

Quality Assurance: A Non-Negotiable Step
Ensuring Excellence Every Step of the Way

Prioritize quality assurance to guarantee a flawless end product. Rigorous testing, feedback loops, and continuous refinement are integral components that contribute to the success of your startup's product.

Embracing Innovation: Staying Ahead of the Curve
Future-Proofing Your Product

Innovation is the heartbeat of successful startups. Continuously explore emerging technologies, trends, and user feedback to stay ahead of the curve. This proactive approach ensures that your product remains a market leader.

Conclusion
In the dynamic world of startups, successful product development is a strategic journey. From defining your vision to embracing innovation, each step plays a pivotal role in the overall success of your startup. By adhering to these principles and incorporating the Steric approach of support, your startup is poised for triumph in the competitive market.
Unveiling the Power: Top Features of ReactJS
Tags: frontend, react
Published: 2024-01-17 12:54:28

Dive into the heart of ReactJS and explore its groundbreaking features that have revolutionized the world of web development. Here are the top features that make ReactJS a game-changer.

❇️ Component-Based Architecture.
At the core of ReactJS lies its component-based architecture, a paradigm that promotes modularity and reusability. Learn how breaking down UIs into manageable components simplifies development, maintenance, and collaboration.

❇️ JSX (JavaScript XML).
Unleash the magic of JSX, a syntax extension for JavaScript that allows the seamless integration of HTML-like code within your JavaScript files. Discover how JSX enhances readability, simplifies the creation of UI elements, and bridges the gap between HTML and JavaScript.

❇️ Virtual DOM.
Revolutionizing efficiency, React's Virtual DOM optimizes the rendering process. Delve into the mechanics of the Virtual DOM and understand how it minimizes unnecessary re-rendering, resulting in a smoother user experience and improved performance.

❇️ State and Props.
Master the concepts of state and props, two essential aspects of React's data management. Explore how state enables components to manage their internal data, while props facilitate the flow of data between parent and child components, fostering a dynamic and interactive UI.

❇️ React Hooks.
Elevate your React skills by harnessing the power of React Hooks. From useState to useEffect, witness how Hooks streamline state management and side effects, providing a more elegant and functional approach to handling component logic.

As we conclude our exploration of ReactJS, it's evident that its component-based architecture, JSX, Virtual DOM, State and Props, and React Hooks collectively form a powerhouse of features. Empower your web development journey with ReactJS and witness the transformative impact of these key elements on your projects.

P.S. For more valuable content, follow me on [LinkedIn](https://www.linkedin.com/in/vasyldubno/).
Pull Request Best Practice
Tags: programming, books, collaboration
Published: 2024-01-17 12:40:32

I'm thrilled to announce my latest endeavor, a book titled [Pull Request Best Practices](https://pr.nico.fyi). Aimed at developers grappling with the challenges of collaborative coding, this book offers an in-depth exploration of Pull Requests.

Leveraging my broad experience in varied coding settings, I've gathered valuable insights and tactics to improve both team interaction and code quality. This book is essential for anyone seeking to polish their PR skills, from team leaders to vital contributors.

"Pull Request Best Practices" serves as a detailed guide to refining your review process, fostering productive teamwork, and upholding superior code quality. It's crafted to assist both you and your team in reaching the pinnacle of coding proficiency.

For a limited time, the book is [open for preorders at a special discounted rate](https://nicopr.gumroad.com/l/pr-best-practices/early-bird). Seize this chance to enhance your coding methods and propel your team forward.

Are you ready to revolutionize your coding collaborations? Secure your copy now and be at the forefront of this transformation!
Kingfun - Cổng Game Hợp Pháp Hàng Đầu Việt Nam
Published: 2024-01-17 12:32:00

Kingfun Com | Cong game doi thuong Quoc Te lau doi nhat | Kingfun uy tin nhat lang game voi the gioi kho game do so cap nhat cac tua game ca cuoc moi nhat chat luong hang dau hien nay | Cong game Kingfun luon dap ung day du nhung yeu cau khac khe cua phia nguoi choi dua ra va dem lai cho nguoi choi cam giac an toan khi trai nghiem ca cuoc tai day.
Dia Chi: 115 / 48B Tran Dinh Xu, Phuong Nguyen Cu Trinh, Quan 1, Thanh pho Ho Chi Minh, Viet Nam
Email: kingfuncomco@gmail.com
Website: https://kingfun.com.co
Dien Thoai: (+63) 9628 363 753
#kingfun #kingfun_club #kingfun_apk #kingfun_2

Social Links:

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New opportunities in the crypto world with Arbimex.io
Published: 2024-01-17 12:25:19

Arbimex.io platform is officially launched on January 17, 2024 and met its users. David Fernandez, the founder and CEO of Arbimex.io, stated that they worked tirelessly for months for platform, and the moment they eagerly awaited has finally arrived with excitement. Additionally, Fernandez emphasized that Arbimex.io offers users the opportunity to achieve a daily stable passive income without being affected by market volatility.

What is Arbimex.io ?

Arbimex.io is a cryptocurrency investment company founded by individuals experienced in the fields of cryptocurrency, software, and finance, under the leadership of its founder, David Fernandez.

Arbimex.io, continuously engages in buying and selling between specific exchanges, generating profit through its proprietary arbitrage bot. The arbitrage bots monitor specific cryptocurrencies consistently, identifying the lowest price on an exchange within seconds to make a purchase and instantly executing a sell order on the most expensive exchange.
![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/p7hhma9wbvyxe2xphleb.jpg)
5 Strategies for Improving Developer Efficiency in a Fast-Paced Organization
Tags: developerefficiency, automationtools, ci, continuousdelivery
Published: 2024-01-17 12:25:07

In a fast-paced organization, developer efficiency is crucial for keeping up with the pace of innovation and delivering high-quality software quickly. Here are some tips for improving developer efficiency:

1. Use automation tools: Automating repetitive tasks can save a significant amount of time and reduce the risk of errors. Consider using tools like Jenkins, Travis CI, or CircleCI to automate your build, test, and deployment processes.
2. Implement continuous integration and delivery: Continuous integration (CI) and continuous delivery (CD) help to ensure that code changes are tested and deployed quickly and efficiently. By automating these processes, you can reduce the time it takes to get new features and fixes into production.
3. Use version control: Version control systems like Git allow developers to track changes to their codebase over time and collaborate more effectively. Using version control can help to improve code quality and make it easier to manage code changes.
4. Foster a culture of collaboration: Encouraging collaboration between developers can help to improve knowledge sharing and reduce duplication of effort. Consider implementing pair programming, code reviews, or other collaborative practices to foster a culture of teamwork.
5. Prioritize code quality: Writing high-quality code is essential for maintaining a healthy codebase and reducing technical debt. Encourage developers to write clean, well-documented code and to follow best practices for coding and testing.

By implementing these strategies, organizations can improve developer efficiency and deliver high-quality software more quickly.
React Native: A Fast and Flexible Framework for Building Mobile Apps
Tags: reactnative, mobile, javascript, react
Published: 2024-01-17 12:21:18

React Native is a popular framework for building mobile applications using JavaScript and the React library. It allows developers to create native mobile apps for iOS, Android, and other platforms using a single codebase.

One of the key benefits of using React Native is its ability to provide a fast development cycle. With React Native, developers can build and test their app on a physical device in real-time, making it easy to iterate and make changes quickly. This can save a significant amount of time compared to traditional mobile app development, which often requires a lengthy build and deployment process.

Another advantage of React Native is its large and active community. There are many resources available for learning React Native, including tutorials, documentation, and open-source libraries. This makes it easy for developers to find help and support when building their app.

React Native also offers a high level of flexibility. Developers can use a wide range of third-party libraries and tools to enhance the functionality of their app, and they can easily integrate with other technologies such as GraphQL and Firebase.

In addition, React Native provides a smooth and responsive user experience. Apps built with React Native feel like native apps, with fast and fluid animations and transitions. This helps to create a positive user experience and can increase engagement and retention.

Overall, React Native is a powerful and versatile framework for building mobile applications. Its fast development cycle, active community, flexibility, and smooth user experience make it an excellent choice for developers looking to build high-quality mobile apps quickly and efficiently.
Bet8kor
Published: 2024-01-17 12:12:59

벳8(BET8). 막대한 자본을 기반으로 먹튀없이 안전한 스포츠, 카지노, 슬롯머신 게임을 즐기시기 바랍니다. 첫충, 매충, 카지노 첫충, 슬롯 리베이트 등 많은 이벤트가 여러분을 기다립니다.
[해외배팅사이트 추천](https://bet8kor.com/)

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/zsawysk93a363shn74hw.png)
My Favorite Microservices Courses
Published: 2024-01-17 12:10:51


**Microservices Foundations**
https://www.linkedin.com/learning/microservices-foundations

**Microservices Design Patterns**
https://www.linkedin.com/learning/microservices-design-patterns

**DevOps Foundations: Microservices**
https://www.linkedin.com/learning/devops-foundations-microservices

**Microservices Security**
https://www.linkedin.com/learning/microservices-security/securing-microservices

**Microservices Asynchronous Messaging**
https://www.linkedin.com/learning/microservices-asynchronous-messaging

**Software Architecture: Breaking a Monolith into Microservices**
https://www.linkedin.com/learning/software-architecture-breaking-a-monolith-into-microservices