teleren/devto huggingface dataset:
🐋 Bitcoin Price Prediction: Why Whales Eschew Buying BTC Despite Drop To $60,000? 📉
Published: 2024-03-20 21:58:18



📉💰 After a gruesome start to the week, Bitcoin and select leading altcoins are stabilizing before either breaking out or continuing with the fall. The bellwether cryptocurrency has in the last 24 hours sustained above $63,000, underscoring exhaustion among bears and the unwillingness of whales and retail investors to take an early chance to buy BTC.

🐻💼 The bearish cloud hovering since the weekend has seen Bitcoin price plunge by approximately 14% to trade at $63,326 on Wednesday. Despite the dip, there's resilience among investors, indicating a reluctance to buy the dip just yet.

📉💸 The recent downturn in Bitcoin price has quickly impacted investor sentiment, resulting in a daily total net inflow of $326 million for ETFs. Should the negative forces in the market intensify and Bitcoin price falls below $60,000, the ETFs could face more negative daily total net inflows, further affecting market dynamics.

📈💡 Bitcoin holds above the previous day’s open, with key support at the 200-day Exponential Moving Average (EMA), reinforcing a bullish outlook. However, recovery may not gain momentum quickly with consolidation between $60,000 and $65,000 expected to last longer.

📊🔍 Historically, following a period dominated by shorts, Bitcoin price tends to consolidate or make a drastic recovery. Traders are eyeing the Relative Strength Index (RSI) to validate the potential uptrend as it currently oscillates below the midline in the neutral region.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/9i1yvpjvkjvfsnmulh7m.png)
Solana Price Prediction as $12 Billion Trading Volume Sends SOL Below $170 – Time to Buy the Dip? 📉💰
Published: 2024-03-20 21:58:00



📈 Solana is trading at 180.72, marking a nearly 4% increase on Friday. The recent surge is attributed to the explosive rise of meme coin excitement, notably propelled by Dogewhatif (WIF), which spurred a 25% price surge and boasted a $3 billion market cap. 🚀

🔗 This fervor directly influenced SOL’s impressive 24% price hike, reflecting the underlying strength of Solana’s network with a record total-value-locked (TVL) of 23.07 million SOL, the highest since December 2022. The rise in meme coin popularity also signifies Solana’s growing DeFi potential. 💡

💰 Solana's remarkable price surge resonates with the broader cryptocurrency market uplift, led by Bitcoin's ascent to record highs above $72,000. The SOL/BTC pair's 32.45% climb signifies a growing investor shift towards Solana, further amplified by meme coin activity. 📈

🌀 Jupiter, a prominent DeFi project within the Solana ecosystem, has showcased impressive performance by surpassing Uniswap V3 in data processing volume. This, coupled with meme coin launches thriving on Solana’s LFG Launchpad, underscores Solana's burgeoning hub for DeFi and meme coin activities. 🌐

💭 As of this analysis, Solana (SOL/USD) is experiencing a slight retreat, trading at $181.57, down by 1.27%. The asset finds immediate support at $170.07, with deeper safety nets at $158.56 and $149.35. The overall trend suggests a moment of balance. 📉

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/0bk9orqsx27gkk87bh4u.png)
🐳 Pepe (PEPE) Whale Looks To Flip $50,000 to $1,500,000 With New 1000x Token in March 2024 💰🚀
Published: 2024-03-20 21:56:59



🐋 In the dynamic arena of cryptocurrency investments, a Pepe (PEPE) whale is making waves with a bold new venture. They aim to turn a $50,000 investment into $1,500,000 by March 2024, pivoting towards Option2Trade (O2T), a promising new token 🚀.

🎯 Option2Trade (O2T) emerges as a beacon of potential, integrating artificial intelligence in trading to revolutionize decision-making. The Pepe (PEPE) whale's move underscores confidence in O2T's transformative potential.

💼 Investing $50,000 in O2T represents a calculated risk by the Pepe (PEPE) whale, known for astute investment choices. This strategic move highlights their confidence in O2T's 1000x potential by March 2024.

💡 The Pepe (PEPE) whale's investment in O2T signals a shift in the crypto market dynamics, towards technology-driven trading solutions. This move sets the stage for broader adoption of A.I. in cryptocurrency trading.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/1eztatck37zdao7vvo54.png)
MATIC’s price is flashing a buy signal; here’s what you should do 🔔📈
Published: 2024-03-20 21:56:40



📉 Polygon’s (MATIC) 21.57% correction in the last seven days might soon end if analyst Ali Martinez's prediction holds true. According to Martinez, the Tom DeMark (TD) Sequential flashed a buy signal for MATIC, indicating potential trend exhaustion.

🔄 At press time, MATIC’s price was $0.95, showing a 3.20% jump within the last hour, suggesting a possible bounce off the $0.92 support.

📊 The liquidation heatmap revealed a cluster of liquidity around $1.18, indicating potential resistance. However, if bulls break through, the next target could be around $1.30.

📈 The Funding Rate for MATIC was 0.015%, suggesting a bullish sentiment as perp sellers decreased, indicating aggressive buying from spot traders.

🔄 MATIC’s one-day circulation dropped to 61.9 million, indicating decreased token usage and potentially less selling pressure, supporting a rebound in price.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/t3xa11hjktrefd5fmj62.png)
Is Bull Run Over? Bitcoin Price Trapped Inside Bearish Channel 🐻
Published: 2024-03-20 21:56:21



🐻 According to analyst James Stanley, Bitcoin's price has formed a bearish channel post a recent drop, with a close call below $60,000 on Wednesday.

❓ What's a bear flag? It's a pattern signaling a downtrend continuation, where Bitcoin remains within parallel trend lines as bears aim to drive the price lower. However, sudden trend changes can invalidate this pattern, and prolonged consolidation may exhaust sellers, allowing bulls to regain control.

📈 Popular trader Scott Melker notes a bullish divergence on Bitcoin's four-hour chart, suggesting potential buyer interest.

🌟 The silver lining: Despite bearish signals, Stanley mentions "a tone of bull flags" from Bitcoin's rapid ascent and record-breaking ETF inflows, indicating the uptrend may persist. Last week, Bitcoin hit an all-time high of $73,737.94.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/chmu3w2xv3qqhr30j9bq.png)
Solana ‘beats’ Bitcoin here; Is $200 next for SOL’s price prediction? 🚀🔥
Published: 2024-03-20 21:55:59



📈 Solana (SOL) has surpassed various altcoins in activity and transactions, showing growth in fees collected on the network. This surge indicates increased adoption and usage, highlighting Solana's scalability and efficiency in processing transactions and smart contracts.

💰 Higher fees earned by Solana validators enhance its attractiveness, incentivizing participation and bolstering network security and decentralization.

🚀 As Solana outpaces Bitcoin in fee generation, it solidifies its competitive position, attracting more developers, projects, and users. However, concerns linger about sustainability, scalability, and past downtimes.

💼 Interest in Solana staking surged, boosting network security and decentralization. Jito emerged as a popular choice, capturing a significant market share, while staking SOL tokens offers rewards and promotes long-term investment.

💹 Additionally, SOL token price surged by 10.46% in the last 24 hours, indicating continued interest and potential for growth.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/qlzpf6wtfde6xxnrbkwk.png)
XRP Price Crumbles Under Pressure As Ripple And SEC Race To Meet Deadlines 💥
Published: 2024-03-20 21:55:36


📉 The token powering the seventh-largest cryptocurrency ecosystem by market capitalization, XRP price, saw its plans of reaching $1 in March go up in flames as cryptocurrencies generally corrected from their recent highs.

💥 XRP plunged from $0.7484 — the highest level achieved in 2024 to $0.5689 in tandem with Bitcoin’s dive to near $60,000. Ethereum also bled profusely, falling from above $4,000 to $3,050.

💼 After a 15% decline, the price of XRP holds at $0.5835. Several four-hour candle closing below the crucial level at $0.6 implies that the downtrend may be far from over.

📅 New developments in the case between Ripple, the issuer of XRP, and the Securities and Exchange (SEC), a US regulator could impact the future of XRP, especially now that both parties are expected to meet key deadlines.

🛡️ According to information shared by @RipplePandaXRP on X, Ripple’s legal team is required to “file and edit its response to the SEC’s document by 23 April.”

💼 The SEC, on the other hand, will have until May 7 to formulate its case. Note that a portion of the documents will be made public on May 8.

📉 XRP price is on the cusp of sliding below Tuesday’s open at $0.5839 — a move likely to trigger more pain.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/kmpl31ahu5x67wlvbtr6.png)
Solana (SOL) Price Dips as Institutional Interest Declines – Can it Bounce Back? 📉🤔
Published: 2024-03-20 21:55:21


📈 Solana (SOL) price saw a sharp rise amid a slowing market until a sudden halt this week.

📉 The recent dip, often attributed to market corrections, might have a deeper cause - a potential loss of institutional favor.

📊 Institutional interest, highlighted in CoinShares' weekly report, showed a significant influx into Bitcoin but outflows from Ethereum and Solana. While Ethereum faced outflows of $13.9 million, Solana saw $2.7 million leaving the asset. Despite this, Solana's month-to-date flows remain positive, outperforming Ethereum.

🚀 However, despite the recent correction, investor sentiment remains bullish, signaling optimism for Solana's future performance.

💰 SOL Price Prediction: If support at $168 holds, a bounce back to $183 is likely. But if $168 is breached, a drop to $150 could invalidate the bullish trend. 🛑

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/0yszn7en1i252wrtbgef.png)
Chromatic Aberration Transform in Albumentations 1.4.2
Tags: albumentations, augmentations, computervision, deeplearning
Published: 2024-03-20 21:18:11

Albumentations [1.4.2](https://albumentations.ai/docs/release_notes/#albumentations-142-release-notes) adds the [Chromatic Aberration transform](https://albumentations.ai/docs/api_reference/augmentations/transforms/#albumentations.augmentations.transforms.ChromaticAberration). This feature simulates the common lens aberration effect, causing color fringes in images due to the lens's inability to focus all colors at the same convergence point.

## Understanding Chromatic Aberration
Chromatic Aberration results from lens dispersion, where light of different wavelengths refracts at slightly varied angles. 

![Wiki](https://upload.wikimedia.org/wikipedia/commons/thumb/a/aa/Chromatic_aberration_lens_diagram.svg/440px-Chromatic_aberration_lens_diagram.svg.png)

The [Albumentations library](https://albumentations.ai/) introduces this as a visual effect rather than a precise optical simulation, offering two modes to mimic the appearance of chromatic aberration: `green_purple` and `red_blue`.

## Enhancing Model Robustness

Applying the Chromatic Aberration transform can increase a model's robustness to real-world imaging conditions. It's particularly relevant for:

- High-contrast scenes
- Wide apertures photography
- Telephoto lens usage
- Digital zooming
- Underwater and action photography

## Code Example

Original image

![Original image](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/vvyua1audn7zgpzws9oh.jpeg)

```python
transform = A.Compose([A.ChromaticAberration(mode="red_blue", 
primary_distortion_limit=0.5, 
secondary_distortion_limit=0.1, 
p=1)], p=1)

transformed = transform(image=img)["image"]
```

![Transformed](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/zpfsgbun86ckertz0yzp.jpeg)

Or as a part of the more general pipeline.

```python
transform = A.Compose([
    A.RandomCrop(height=300, width=200, p=1),
    A.HorizontalFlip(p=0.5),    
    A.ChromaticAberration(p=0.5, 
                          primary_distortion_limit=0.5, 
                          secondary_distortion_limit=0.1, 
                          mode='random'),
    A.GaussNoise(p=0.5)
])
```

![Complex Augmentation](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/j3l07ca8il7dforluhai.jpeg)
Explaining requestAnimationFrame in 256 characters or fewer
Tags: frontendchallenge, devchallenge, javascript, webdev
Published: 2024-03-20 21:05:01

_This is a submission for DEV Challenge v24.03.20, One Byte Explainer: Browser API or Feature._

**(I'm a challenge judge so this is participation-only 😋)**

## Explainer

`requestAnimationFrame` is a method which instructs the browser to sync animations with the browser's repaint times.

It prevents glitches in animation-heavy scenarios, but adds complexity and extra overhead, so it should only be used when necessary.

## Additional Context

If you're experiencing browser jank, this sometimes works like magic, and I'm surprised it isn't more well-known or widely used.
small/swoole-db 1.0.0
Tags: php, swoole, openswoole, database
Published: 2024-03-20 20:59:54

Here is the first major version (1.0.0) of small/swoole-db.

It adds better management of foreign keys and indexes.

It also ensures compatibility with both Swoole and OpenSwoole projects.

This package is now hosted on the Small Project's Git: [https://packagist.org/packages/small/swoole-db](https://packagist.org/packages/small/swoole-db)

Still the same repository on Packagist: [https://git.small-project.dev/lib/small-swoole-db](https://git.small-project.dev/lib/small-swoole-db)
JAK'D Carts of DFW
Tags: golf, cart, jakdcart, texas
Published: 2024-03-20 20:47:27

**JAK'D Carts of DFW
Address: 4833 I-30 Frontage Rd Building 102, Caddo Mills, TX 75135
Phone: (469) 867-1889
Email: info@jakdcartsofdfw.com
Website: https://jakdcartsofdfw.com
GMB: https://www.google.com/maps?cid=882356846522619516**

JAK'D Carts of DFW is your premier destination for electric golf carts in Caddo Mills, TX. We offer a wide selection of EV golf carts from top brands, all at competitive prices. Whether you're looking for a two-seater for cruising around the neighborhood or a six-seater for transporting your family and friends, we have the perfect EV golf cart for you.

Our EV golf carts are eco-friendly and easy to maintain, making them the perfect choice for anyone looking for a sustainable and fun way to get around. They're also much quieter than gas-powered golf carts, so you can enjoy your ride without disturbing your neighbors or the wildlife.

In addition to our wide selection of EV golf carts, we also offer a variety of accessories and customizations to make your golf cart truly unique. We can add everything from custom wheels and tires to lift kits and lighting upgrades. We can also outfit your golf cart with a variety of features to make it more comfortable and functional, such as heaters, coolers, and sound systems.

**Working Hours : 
**Tuesday-Friday: 9:00 AM - 5:00 PM 
Saturday: 9:00 AM -3:00 PM 
Monday-Sunday: Closed

Keyword: Golf Cart Caddo Mills TX, Jak’d Carts of DFW Golf Carts
In the Windows API:
Published: 2024-03-20 20:44:03

A local path is structured in the following order: drive letter, colon, backslash, name components separated by backslashes, and a terminating null character. For example, the maximum path on drive D is "D:\some 256-character path string<NUL>" where "<NUL>" represents the terminating null character invisible to the current system code page. I Hope this helps.
My Markup Activity
Tags: frontendchallenge, devchallenge, css, javascript
Published: 2024-03-20 20:43:08

_This is a submission for DEV Challenge v24.03.20, Glam Up My Markup: Camp Activities_

## What I Built
I build a simple web application using the given starter html code. User must select the activity and if not, an red border will show on the select activity dropdown and won't be able to submit the form. I used JavaScript to do the validation and localStorage to store the form data for later use on the `thank you` form. Included css styling to enhance the UI. The `thank you` form will show the user's selection and have a link to return home.

## Demo
Visit the live web application [here](https://ethern-myth.github.io/my-markup/index.html) and View code [here](https://github.com/Ethern-Myth/my-markup)

## Journey
Process off creating and having a final project was fun. Added a simple validation and redirect to enhance the use of the web application. It was a good time to do the foundation of classic JavaScript, HTML and CSS.
The Importance of Emergency Dental Care
Tags: dental
Published: 2024-03-20 20:39:33

In the hustle and bustle of our daily lives, we often overlook one crucial aspect of our health - our teeth. However, when a sudden toothache strikes or a dental accident occurs, we realize the importance of [emergency dental care](https://dentalrestorationpros.com/).

**The Role of Emergency Dental Care**
Emergency dental care plays a pivotal role in healthcare. It addresses immediate issues that can’t wait for a routine check-up. Whether it’s a sudden toothache, a knocked-out tooth, or a lost filling, emergency dental care provides immediate relief and prevents further complications.

**Dental Restoration Pros: Your Go-To for Emergency Dental Care**
When it comes to emergency dental care, one name stands out - Dental Restoration Pros. With a team of dedicated professionals, Dental Restoration Pros offers a wide range of services to cater to your emergency dental needs.

Crowns
One of the services offered by Dental Restoration Pros is dental crowns. A crown is a tooth-shaped cap placed over a tooth to restore its shape, size, strength, and improve its appearance. When you have a broken or severely worn down tooth, a crown can be a lifesaver.

**Fillings**
Fillings are another essential service offered by Dental Restoration Pros. When you have a cavity, a filling can help restore your tooth back to its normal function and shape. Plus, it also prevents further decay by eliminating areas where bacteria can enter the tooth.

**Conclusion**
In conclusion, emergency dental care is an integral part of our healthcare system. It provides immediate relief from sudden dental issues and prevents further complications. So, the next time you face a dental emergency, remember to reach out to Dental Restoration Pros. They’ve got you covered with their range of services, including crowns and fillings.
Fly Web API One Byte Challenge
Tags: frontendchallenge, devchallenge, javascript, webdev
Published: 2024-03-20 20:33:37

_This is a submission for DEV Challenge v24.03.20, One Byte Explainer: Browser API or Feature._

## Explainer
The Flyweb browser API allows you to serve web applications on electronics and then connect to these applications from other electronics (for example, with smartphones) within the same network. 

## Additional Context
A use case for this API is controlling external hardware through the web. For example, if you want to connect and control a drone through the web, you can use the Flyweb API.

Check it out: https://flyweb.github.io/
Announcing the Hugging Face / AWS roadshow
Tags: cloud, ai, aws, huggingface
Published: 2024-03-25 20:44:55

---
title: Announcing the Hugging Face / AWS roadshow
published: true
date: 2024-03-20 20:31:24 UTC
tags: cloud,ai,aws,huggingface
canonical_url: https://julsimon.medium.com/announcing-the-hugging-face-aws-roadshow-5dac6aac35a6
---

US friends, the Hugging Face / Amazon Web Services (AWS) roadshow is three weeks away.

{% youtube rh0pu6WAgcM %}

If you’re an AWS customer and would like to schedule a 1:1 meeting with me, please reach out to your AWS Account Manager, or send an email to amer-hugging-face-roadshow-support-team@amazon.com

- Seattle, WA — April 9–11
- San Francisco, CA — April 12
- Santa Clara, CA — April 15–16
- Los Angeles, CA — April 18–19
- Boston, MA — April 22–23
- New York City, NY — April 24–26
- Austin, TX — May 28–31
- Arlington, Washington DC — June 3–5

We will be hosting customer workshops in Seattle, Santa Clara, NYC, and Austin on these dates, and AWS customers can use the email address above to register.

I will also speak at the following public events:

- AI Accelerator Institute Generative AI Summit, April 16, San Jose
- Open Data Science Conference (ODSC) East, April 23, Boston
- Machine Learning Week 2024, June 6, Phoenix

By the way, if you’re a meetup organizer, I’m open to doing meetups in the evening. Please contact me and let’s try to make it happen.
This challenge has got me craving a burger now!
Tags: frontendchallenge, devchallenge, css, webdev
Published: 2024-03-20 20:28:37

_This is a submission for DEV Challenge v24.03.20, CSS Art: Favorite Snack._

## Inspiration 

Alright, I'm diving into the world of CSS wizardry to whip up a burger that'll make you drool—complete with melty cheese and veggies dancing on top! 🍔

> This challenge has got me craving a burger now!


## Demo
{% codepen https://codepen.io/ssukhpinder/pen/GRLWvRb %}

## Journey

Designed the "Burger", converted sketches to HTML/CSS, focused on details like colors and shapes, learned CSS techniques, proud of attention to detail, aiming to improve efficiency in future projects.

### Absolute Positioning:

* Imagine you’re building a burger with different layers (bun, tomato, onion, etc.). Absolute positioning is like placing each ingredient exactly where you want it on the burger.

* In CSS, it’s like saying, “Put the tomato slice right here, on top of the bun.”

Example:
```
    .tomato {
      position: absolute;
      top: 20px;
      left: 50px;
    }
```
### Container Styling:

* Think of the burger as being inside a box (the container).

* We make sure the box has a fixed size (200px by 200px) and is centered both horizontally and vertically on the table.

Example:
```
    .container {
      margin: auto;
      width: 200px;
      height: 200px;
    }
```
### Burger Components Styling:

* Each part of the burger (like the bun, cheese, and ham) gets its own special look.

* For example, we give the bun a textured appearance to mimic sesame seeds or a baked texture.

Example:
```
    .bun {
      background-image: radial-gradient(rgba(255, 255, 255, 0.7) 7%, transparent 8%);
    }
```
### Pseudo-elements (:before and :after):

* Pseudo-elements are like invisible helpers that add extra details to an element.

* In our burger, we use them to create eyes and a mouth for the face.

Example
```
    .face:before,
    .face:after {
      position: absolute;
      content: '';
    }
```
### Box Shadow and Inset Shadow:

* The .ham class applies a box shadow with an inset effect to create a shadowed appearance for the ham patty.

Example
```
    .ham {
      box-shadow: inset -5px -5px 5px rgba(68, 68, 68, 0.3);
    }
```
### CSS Animation (@keyframes):

* An animation named melting is defined using @keyframes.

* The .melt class applies this animation to create a melting cheese effect that translates (moves) vertically.

Example
```
    @keyframes melting {
      100% {
        transform: translateY(15px);
      }
    }
    .melt {
      animation: 5s melting ease infinite;
    }
```
Screen Orientantation API Byte Challenge
Tags: frontendchallenge, devchallenge, javascript, webdev
Published: 2024-03-20 20:14:54

_This is a submission for DEV Challenge v24.03.20, One Byte Explainer: Browser API or Feature._

## Explainer
Screen Orientation API helps webpages adapt to your device's tilt! It detects the tilt of the screen in degrees (0, 90, 180, or 270) and lets the site adjust its layout accordingly.

## Additional Context
Imagine building a mobile game. You want the playing field to stretch across the width of the screen in landscape mode, but stack vertically in portrait mode. The Screen Orientation API lets you detect the switch and automatically adjust the layout for an optimal experience on any tilt!