teleren/devto huggingface dataset:
Deep Learning: How to Accelerate Application Development
Tags: androiddev, deeplearning, webdev, cv
Published: 2024-02-06 09:10:08

# What is Deep learning?
Deep learning, a subset of machine learning, is inspired by the structure and function of the human brain and is used to create artificial neural networks. These networks are adept at recognizing patterns in data, which has led to innovative applications in various fields, including Computer Vision (CV) and natural language processing (NLP).

# Applying Deep Learning in Real-World Scenarios
Deep learning has been having a significant impact on countless industries and areas. In the field of Computer Vision, deep learning algorithms can recognize images aiding in tasks like object detection, image segmentation, and even Video Content Analysis. In terms of language models, deep learning has revolutionized how machines understand and generate human languages. Translation services, semantic understanding, and sentiment analysis are areas where deep learning models are widely used.

Talking in specifics about applications of deep learning in Computer Vision, it has a pivotal role in facial recognition systems, autonomous driving where it aids in detecting objects, and even in healthcare for identifying patterns and anomalies in medical images. Furthermore, in the retail sector, visual search is a function enhanced by deep learning.

# Accelerating Application Development with Deep Learning
A key area where deep learning in Computer Vision has accelerated application development is in the design-to-code workflow. Traditionally, converting a graphical user interface design into usable code was laborious. However, with deep learning, developers can now automate this process. 

For instance, deep learning models can create code from a design file, improving the productivity and efficiency of developers. Such an application could have deep utility in tools like Figma where a plugin with deep learning capabilities can take a design as input and quickly generate the equivalent frontend code. Additionally, such tools could be used to quickly generate design drafts based on screenshots.

More interestingly, tools like [Codia](https://codia.ai/s/K1F5) and Anima are making great strides in this area. [Codia](https://codia.ai/s/K1F5) leverages artificial intelligence to turn UI designs into code while Anima allows developers to create responsive and interactive web prototypes right from their design tools.

# conclusion
In conclusion, deep learning is revolutionizing the standard workflows in various areas by introducing faster, efficient methods—application development being one of those areas. With the continual advancements in this field, it can be expected to have an even more significant impact in the future.
Interesting behavior of window.location.href
Tags: webdev, javascript
Published: 2024-02-06 09:00:18

We recently had a small hiccup in downloading multiple files from a portal. We got blocked by browser saying its a popup or request client to allow multiple file download. 

**What are we trying to do ?**

We have to download 3 files once client clicks on "Download all files" button. We don't want client to allow pop-up or allow multiple downloads

**What are the options** 

1. Use a library to download like filesync or saver
 
  We don't like to use a library just to resolve this problem

2. Use window.open 

 But this will be blocked by browser as pop-up. 

3. Use window.location.href

Well, if you use this, you can get it . Yet, if you trigger multiple urls with it, it will **"override"** the previous URL.


So, how to solve it 
- Use windown.location.href with _settimeout_

To read more about it, you can see this amazing article from Ryo Mac

https://medium.com/psynamic/demystifying-the-event-loop-featuring-settimeout-f702d4020d9a

This sets a delay in execution and helps with override of url.
"From YouTube to TikTok: Simplified Clips' Repurpose Video Unleashed"
Tags: webdev, software
Published: 2024-02-06 08:35:31

AI meets creativity: Transform YouTube videos into TikTok magic with the precision of speaker detection using Simplified Clips' Repurpose Video. **[repurpose youtube to tiktok videos ](https://simplified.com/ai-short-repurpose/youtube-to-tiktok)**Unlock the power of AI innovation with Simplified Clips, transforming YouTube Shorts into viral TikTok content effortlessly.

Repurpose YouTube content to conquer TikTok trends and captivate your audience with Simplified Clips' seamless transition solutions. **[repurpose youtube to tiktok](https://simplified.com/ai-short-repurpose/youtube-to-tiktok)**, Create TikTok gold effortlessly by harnessing the AI wonders of Simplified Clips to repurpose your YouTube Reels with precision.
[觀念] 大量練習寫 Python 程式可能是進步最緩慢的一種方法
Tags: beginners, tutorial, python, programming
Published: 2024-02-06 08:32:39

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/wcvjcmpuv769iapph3km.jpg)
大多數人都認為要學會一個程式語言就是要大量的練習寫程式，但是這種做法可能不僅對功力的累積沒有幫助，甚至會拖累你的學習進度。因為這會讓你產生有在學習的幻覺之中，但一到實戰卻腦袋空空，不知該從何著手。

我完全能理解你為什麼會這麼想，因為老手們的建議都是練習、練習、再練習，他們也都是這樣熬過來才學會的。甚至有人成立像 LeetCode 這種網站，提供龐大的題庫來供人訓練程式解題能力。這也難怪在書本上、網站上、論壇上、教學影片裡都一再的提到要不停的練習來累積經驗。

但是我要請你稍微深入思考一下，為什麼你在實戰時老是卡關？盯著螢幕發呆許久才能勉強擠出一行 code? 是不是很像我們在學英語時，背了很多單字、讀了許多文法，但是一站在外國人面前就支支吾吾的，連說聲 hello 都怯生生的？即使我們很努力地啟動腦內那個不太靈光的搜尋引擎，試圖把所有學過的句子都掃過一遍，看看是否有哪一句最符合當下的情境，但往往只能呆站在那裡十幾秒都無法有任何回應。最糟糕的是，為了避免尷尬，對方又開始下一段新的對話、新的主題，你只能不停傻笑點頭，表示你很積極參與，直到對話結束。

事後你總是非常懊惱地認為是自己學的還不夠多，所以才無法流利的對談。但事實並非如此，若你仔細觀察小小孩們，他們會的單字、片語和文法也都還不夠多，但卻能和大人們對談如流，那就肯定不是「量」的因素，而是他們知道在什麼情境下要使用哪些句子，並依當下的場合來抽換其中的單字片語即可。

學習程式語言也有點類似，只是過程略有不同。首先要理解的是我們人類語言和程式語言之間還存在一層隱晦的「邏輯語言」，這個邏輯語言長的跟我們人類語言一樣，不過它有特定的撰寫規則，也就是需要用「數據」、「邏輯」和「操作」這三種元素來組合成一個句子。我認為一直卡關的 Python 新手就是因為搞不定這層語言而停滯不前。

舉例來說，假如我們人類給個指令「熱的話就開個冷氣」，轉成邏輯語言就變成了「如果室溫高於26度，那麼就開啟冷氣」。其中的「26度」就是數據，「如果⋯⋯那麼⋯⋯」就是邏輯，而「開啟冷氣」就是操作。再轉成 Python 則是 “if temperature > 26: cooler = True”

再舉個例子，當我們說「反轉這個字串」，以邏輯語言來寫的話就是「依序取出 input_string 裡的字元，將其放在 reversed_string 的前方，成為新的字串，再將 reversed_string 設定為該新字串」。其中「字元」、「新字串」、”input_string”, “reversed_string” 都是「數據」，而「依序取出」、「放在⋯⋯的前方」、「成為新的字串」和「設定為該新字串」則都是「操作」。最後轉成 Python 則是 “for char in input_string: new_string = char + reversed_string; reversed_string = new_string”

有沒有發現人類語言和程式語言之間的鴻溝有多大！當差異過大而無法一次跨越時，我們就必需建立中繼站，以漸進式的方式來抵達終點。

當你能把含糊不清的人類語言轉換成邏輯清晰的步驟時，剩下就是從已知的 Python 知識庫裡挑出可以實現那些步驟的語法即可。隨著知識和經驗的累積，你可以使用的工具就愈多，挑選的速度也愈快，也就不覺得寫程式是件難事了。

既然你現在對寫程式的方式有了新的認知，你還會想要靠大量練習寫 Python 程式來累積功力，結果卻進度緩慢，遲遲無法實戰？還是你會開始熟悉如何寫下邏輯清晰的步驟，以相對簡單的方式來一步步把腦內的想法變成程式碼，進而有更多的時間來學習新的技術，成為不斷進化的程式老手？

如果你覺得這個觀念對你有幫助，並且還想獲得更多更即時的觀念與方法，請追蹤我的 Instagram: https://www.instagram.com/neil.skilltree/
What is Scientific Management?
Tags: webdev, beginners, career, news
Published: 2024-02-06 08:03:47

Frederick Winslow Taylor, often hailed as the father of Scientific Management, introduced principles that transformed how we approach work processes. 🛠️ At its core, Scientific Management advocates for a systematic, data-driven approach to organizing tasks and maximizing productivity. For developers, this means applying scientific methods to software development processes. 📊

Taylor's principles emphasize:

Efficiency: Identifying the most efficient methods for completing coding tasks through analysis and experimentation.

Standardization: Establishing standardized procedures and best practices to streamline development workflows.

Specialization: Assigning tasks based on individual skills and expertise to optimize performance and output.

Continuous Improvement: Embracing a culture of continuous improvement by regularly assessing and refining development processes.

By incorporating Taylor's principles into software development, we can enhance productivity, minimize waste, and deliver higher-quality products more efficiently. 🌟 So, let's leverage Scientific Management to elevate our coding practices and achieve greater success in the ever-evolving tech landscape! 💻 #ScientificManagement #SoftwareDevelopment #Efficiency
(https://www.pitchlabs.org/library/operations/management/scientific-management-is-a-method)
mPrest Chosen For DERMS By EDF Renewables
Published: 2024-02-06 08:27:22

mPrest, a leading developer of Distributed Energy Resource Management Systems (DERMS), has been selected by EDF Renewables Israel Ltd. to manage and optimize its distributed solar and storage assets. EDF Renewables Israel, a key player in Israel's competitive distributed energy market, sought a sophisticated Virtual Power Plant (VPP) platform to maximize trading profits and integrate various energy systems seamlessly. mPrest's DERMS platform acts as a comprehensive "system of systems" orchestration platform, optimizing energy costs and integrating with multiple Energy Management Systems (EMS'). Natan Barak, mPrest's CEO, highlighted the innovation in energy management offered by their DERMS platform, while Ayalon Vaniche, CEO of EDF Renewables Israel, emphasized the importance of their solar and storage-based VPP in advancing towards a cleaner energy future. Ron Halpern, mPrest's Chief Commercial Officer, underscored the transformative potential of DERMS in creating a resilient and sustainable energy infrastructure.

More Information : https://www.techdogs.com/tech-news/pr-newswire/mprest-selected-as-derms-provider-for-edf-renewables
Agilis Robotics Innovates Endoluminal Surgery
Published: 2024-02-06 08:13:54


![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/5u1vaat2g9h74rzhbjw5.jpg)

Agilis Robotics is revolutionizing endoluminal surgery with its advanced robotic instruments, enabling precise, incisionless procedures within natural orifices. The system integrates seamlessly with standard endoscopes, reducing the learning curve and enhancing cost-effectiveness. Offering exceptional dexterity in challenging anatomies, Agilis Robotics' technology spans various medical fields, including gastrointestinal, urinary, throat, and gynecology surgeries. The system, with its primary cart, compact control console, and disposable robotic arms, ensures performance and sterility at a fraction of the cost of conventional robotic systems. With rising global demand for endoluminal surgeries driven by cancer screening, Agilis Robotics is strategically positioned to capture the market. Supported by significant funding and successful animal studies, the company is gearing up for clinical trials and regulatory approvals, setting the stage for commercialization. Agilis Robotics' focus on cost-effectiveness and market potential ensures a promising venture for investors and medical institutions alike.

More Information : https://www.techdogs.com/tech-news/pr-newswire/agilis-robotics-unveils-groundbreaking-advancements-in-endoluminal-surgery
Navigating the Path to Becoming a Backend Developer: What I Learned From My Self-Taught Journey
Tags: beginners, programming, career, learning
Published: 2024-02-06 08:13:54

Embarking on a self-taught journey to become a backend developer is an exciting yet challenging endeavor. As I navigate the twists and turns of this path, I want to share some valuable advice derived from my own errors...

For more, please click on the link below

[Continue on Hackernoon](https://hackernoon.com/navigating-the-path-to-becoming-a-backend-developer-what-i-learned-from-my-self-taught-journey)
Flow Wait vs Pause Elements, 10 Imposter Syndrome Tips, LWC Slots: Flexible, Reusable Components
Tags: salesforce, salesforcedevelopment, salesforceadministration, salesforceadmin
Published: 2024-02-06 07:57:47

#  This is a weekly newsletter of interesting Salesforce content

See the most interesting #Salesforce content of the last days 👇

✅ **[Wait Elements in Flow: How Do They Differ from the Old Pause Element?](https://salesforcetime.com/2024/01/12/wait-elements-in-flow-how-do-they-differ-from-the-old-pause-element/)**
Pause element allows you to add time based actions to your autolaunched and schedule-triggered flows. Although it is not one of the elements that you use every day, it used to be one of the main elements of flow. However, in the Winter '24 release, Salesforce introduced three new Wait elements to replace the Pause element. See what the new wait elements are and how they differ from the old pause element.

✅ **[10 Tips for Salesforce Admins to Combat Imposter Syndrome](https://www.salesforceben.com/10-tips-for-salesforce-admins-to-combat-imposter-syndrome/)**
In this article, the software developer discusses a personal yet relatable topic - imposter syndrome. Sharing personal experiences, the developer provides valuable tips for Salesforce admins to combat this common feeling. A must-read for those in the Salesforce ecosystem.


✅ **[Create Flexible and Reusable Components with LWC Slots](https://sfdclesson.com/2023/11/29/create-flexible-and-reusable-components-with-lwc-slots/)**
LWC provides a powerful framework for building modern, high-performing web applications. One key feature that enhances the reusability of components in LWC is the use of slots.

✅ **[Utilizing the Tooling API to Query Deployment Information](https://anothersalesforceblog.com/2022/05/03/utilizing-the-tooling-api-to-query-deployment-information/)**
Today we are going to cover a worst case scenario. Something was deployed to Production that shouldn't have been, but we don't know which deployment holds the answer. The UI for deployments is clunky and doesn't allow us to see who deployed what without clicking into the individual deployment. 

✅ **[How I Solved It: Auto-Copy a File to a Rich Text Field with Flows](https://admin.salesforce.com/blog/2022/how-i-solved-it-auto-copy-a-file-to-a-rich-text-field-with-flows)**
Many of our clients are in the human services field, and they like to have a photo of the person they're working with to show prominently on their contact record. These same clients often use Experience Cloud to provide a self-service area for the people they work with. It's easy to upload a file in Experience Cloud, but that file can get lost in the full list of files and this option doesn't really solve the problem. 



Check these and other manually selected links at https://news.skaruz.com

Click a Like button if you find it useful. 
Thanks.
[20 Days of DynamoDB] Day 18 - Using a SQL-compatible query language
Tags: dynamodb, serverless, database, cloud
Published: 2024-02-06 07:40:12

*Posted: 6/Feb/2024*

DynamoDB supports PartiQL to execute SQL-like select, insert, update, and delete operations. 

Here is an example of how you would use PartiQL based queries for a simple URL shortener application. Notice how it uses a (generic) `ExecuteStatement` API to execute `INSERT`, `SELECT`, `UPDATE` and `DELETE`:


```go
_, err := client.ExecuteStatement(context.Background(), &dynamodb.ExecuteStatementInput{
		Statement: aws.String("INSERT INTO url_metadata value {'longurl':?,'shortcode':?, 'active': true}"),
		Parameters: []types.AttributeValue{
			&types.AttributeValueMemberS{Value: "https://github.com/abhirockzz"},
			&types.AttributeValueMemberS{Value: uuid.New().String()[:8]},
		},
	})

	_, err := client.ExecuteStatement(context.Background(), &dynamodb.ExecuteStatementInput{
		Statement: aws.String("SELECT * FROM url_metadata where shortcode=? AND active=true"),
		Parameters: []types.AttributeValue{
			&types.AttributeValueMemberS{Value: "abcd1234"},
		},
	})

	_, err := client.ExecuteStatement(context.Background(), &dynamodb.ExecuteStatementInput{
		Statement: aws.String("UPDATE url_metadata SET active=? where shortcode=?"),
		Parameters: []types.AttributeValue{
			&types.AttributeValueMemberBOOL{Value: false},
			&types.AttributeValueMemberS{Value: "abcd1234"},
		},
	})

	_, err := client.ExecuteStatement(context.Background(), &dynamodb.ExecuteStatementInput{
		Statement: aws.String("DELETE FROM url_metadata where shortcode=?"),
		Parameters: []types.AttributeValue{
			&types.AttributeValueMemberS{Value: "abcd1234"},
		},
	})
```

**Recommended reading:**

- Amazon DynamoDB documentation on [PartiQL support](https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/ql-reference.html)
- [ExecuteStatement API docs](https://pkg.go.dev/github.com/aws/aws-sdk-go-v2/service/dynamodb#Client.ExecuteStatement)
What is Fulllancer
Tags: fulllancer, fulllancers, webdev
Published: 2024-02-06 07:24:45

Fulllancer companies are the companies that offer services without any interruptions; they operate based on teams and work from their own infrastructure, and the operational management is done on a strict schedule overlooked by project managers. In addition, these companies employ the best of the talents found in the sector who are clubbed together to work on the ultimate goal of operations.
So [what is fulllancer](https://www.fulllancers.com/blog/what-is-a-fulllancer), it can be placed at the opposite side of the freelancers while describing a coin. Fulllancers is the term that is used to define companies who offer the services for a client which will be operated based on the freelance parameters but on a schedule and an organized manner that will be overlooked by the provider company. 
Fulllancers is the term that is used to define companies that offer services for a client, which will be operated based on the freelance parameters but on a schedule and in an organized manner that will be overlooked by the provider company.
The Ideology of a [Fulllancer](https://www.fulllancers.com/) organization came in by witnessing the gap between the Freelancers and Permanent employees. The ideology of offering service based on the customer's needs evolved to the Fulllancer as we know it today.
          A Fulllancer offers its support in crafting a solution based on the needs of an organization. Moreover, the companies should just provide personal requirements. At the same time, the Fulllancer develops the answer from their premises and with their tools, which will be highly beneficial for the companies. Additionally, with strict and proper operations monitoring by dedicated in-house project management and team leads, the business will have hassle-free development. It will be delivered with the right deliverables at the prescribed time.
Fulllancers provides the following services with high quality skilled employees.
[Hire Odoo developers](https://www.fulllancers.com/services/hire-odoo-developer/)
[Hire python developers](https://www.fulllancers.com/services/hire-python-developer/)
[Hire Graphic designers](https://www.fulllancers.com/services/hire-graphic-designers/)
[Hire SEO Expert](https://www.fulllancers.com/services/hire-seo-experts/)
[Hire Django developers](https://www.fulllancers.com/services/hire-django-developer/)
[Hire Web developers](https://www.fulllancers.com/services/hire-web-developer/)
Erstellen einer Pivot-Tabelle
Tags: postgres
Published: 2024-02-06 07:20:25

Im dbForge Studio for PostgreSQL steht Ihnen eine erstklassige Funktionalität zur Verfügung, mit der Sie Ihre Daten über die Erstellung einer Pivot-Tabelle reorganisieren können. Mit der Option Pivot-Tabelle können Sie sowohl Spalten in Zeilen als auch Zeilen in Spalten umwandeln. Außerdem können Sie damit Ihre Daten zusammenfassen, zählen, gruppieren, summieren oder den Durchschnitt bilden.

Um die Darstellung Ihrer Daten umzuwandeln, müssen Sie zunächst eine Abfrage ausführen, in der Sie die zu analysierenden Daten angeben. Anschließend sollten Sie zur Ausgabe der Abfrage navigieren. Wenn Sie mit der rechten Maustaste auf das Datengitter klicken, wird eine Dropdown-Liste angezeigt, in der Sie auf Send to und dann auf die Option Pivot Table klicken. Wenn Sie der Tabelle weitere Felder hinzufügen möchten, müssen Sie diese nur aus der Ansicht Data Source ziehen.

Mehr erfahren: https://www.devart.com/de/dbforge/postgresql/studio/pivot-table.html
Go'da main.go Programını Çalıştırmak
Tags: go, linux
Published: 2024-02-06 06:43:40


Go programını çalıştırmak için aşağıdaki adımları izleyin:

## Ön Koşullar

- Go'nun bilgisayarınıza kurulu olması gerekir. Kurulum için [Go'nun resmi web sitesini](https://golang.org/dl/) ziyaret edin.

## Adım 1: Programınızın Bulunduğu Dizine Gitmek

Terminal veya komut istemcisini açın ve Go programınızın bulunduğu dizine gidin.

```bash
cd go/goinittestapi/application/cmd/server
```

programınızın bilgisayarınızdaki konumuna göre değişiklik gösterir.

## Adım 2: Programı Çalıştırmak

Programınızın bulunduğu dizinde, aşağıdaki `go run` komutunu kullanarak Go programınızı çalıştırın.

```bash
go run main.go
```

## Adım 3: Programı Derlemek ve Çalıştırılabilir Dosya Oluşturmak

Programınızı derleyerek bir çalıştırılabilir dosya oluşturmak için `go build` komutunu kullanın.

```bash
go build main.go
```

Bu, `main` (Windows'ta `main.exe`) adında bir çalıştırılabilir dosya oluşturur. Daha sonra bu dosyayı doğrudan çalıştırabilirsiniz.

Linux veya macOS'te:

```bash
./main
```
Will Python replace Stored Procedures?
Tags: discuss, sql, python, programming
Published: 2024-02-06 06:42:14

## What is stored procedure?

A stored procedure is a precompiled collection of SQL statements that performs a specific task or set of tasks. It is stored in a database and can be called and executed many times without the need to rewrite the SQL statements each time. Stored procedures are often used for tasks such as data manipulation, data validation, and business logic implementation within a database. They can improve performance, security, and maintainability of database operations.

## When use stored procedure?

Stored procedures are often used in relational database management systems (RDBMS) such as MySQL, PostgreSQL, SQL Server, and Oracle. As a data analyst, stored procedures can be useful in several scenarios:

1. Data processing: Stored procedures can be used for complex data processing tasks, such as transforming, aggregating, and validating data within the database, which can help streamline data analysis workflows.
2. Business logic implementation: Stored procedures can encapsulate business logic within the database, making it easier to maintain and update the logic without impacting the application layer.

## Should You Learn it?

As companies favor high-performance databases over traditional RDBMS more and more, the importance of stored procedures is decreasing. In today's fast-paced tech world, Python's versatility and functionality offer a strong alternative to using stored procedures. With Python and tools like Apache Airflow, tasks that were traditionally done with stored procedures can now be carried out efficiently, making stored procedures less necessary in modern database management.

![Image description](https://dev-to-uploads.s3.amazonaws.com/uploads/articles/hz9548w9gdl8a28wd9cx.PNG)

The image shows the Google Trends data for the term stored procedure in the United States over the past five years. There is a clear pattern of decreasing interest in this topic.

## Conclusion

If you're thinking about getting into stored procedures in 2024, my advice would be to learn Python instead.

Do you believe that Stored Procedures will be replaced by Python or another technology in the near future, or Are they still in their prime?

---
## Explore more

{% embed https://dev.to/luca1iu %}


Thank you for taking the time to explore data-related insights with me. I appreciate your engagement.

{% cta https://www.linkedin.com/in/lucaliu-data %} 🚀 Connect with me on LinkedIn {% endcta %}

{% cta https://twitter.com/Luca_DataTeam %} 🎃 Connect with me on X {% endcta %}


{% cta https://www.instagram.com/luca1iu?igsh=MmJneDFpdjNtYWU1&utm_source=qr %} 🌍 Connect with me on Instagram {% endcta %}