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7 VSCode Basic Extensions You Cannot Ignore as Developers

Writing clean, efficient, and error-free code is a challenge.
VSCode extensions can enhance the coding experience and boost productivity.
Prettier is a must-have extension for automatic code formatting.
Improving code quality and catching errors can be achieved with linting extensions.

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Dev

19h

292

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AugMix in PyTorch (9)

The code demonstrates the use of the AugMix() function in PyTorch, explaining different arguments that can be passed to it.
AugMix() is used to randomly apply image augmentations to an image.
The severity argument controls the intensity of the augmentations, with examples provided for different severity values.
The mixture_width argument controls the number of augmented images to generate, again with examples provided for different mixture_width values.

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17 Likes

Medium

20h

232

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Mastering the Basics of Python for Data Science

Keywords are reserved words in Python that have specific meanings and cannot be used for variable names. Examples include if, else, for, while, import, and return.
Python’s dynamic typing makes it easy to assign values without explicitly declaring their type. It supports various data types such as int, float, str, bool, complex, and more.
Python uses indentation to define blocks of code, ensuring readability and consistency. Forgetting to indent properly results in syntax errors.
Strings are powerful in Python. You can perform slicing, concatenation, and use methods like upper(), lower(), replace(), and split().

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Dev

21h

111

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CSS Grid vs. Flexbox: How to Choose the Right Tool for Your Layout

CSS Grid is a two-dimensional layout system, designed for complex web layouts with structured alignment.
Flexbox is a one-dimensional layout system, ideal for aligning and distributing elements flexibly.
CSS Grid is best for full-page layouts or dashboards, while Flexbox is suitable for navigation bars and dynamic elements.
A good practice is to use Grid for page structure and Flexbox for aligning elements inside grid items.

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6 Likes

Dev

21h

346

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Day-9: Unlock the Power of Git: Common Commands and Examples Explained

Git is a free, open-source, and distributed version control system (DVCS) used to track changes in code and manage project history.
Git was created by Linus Torvalds in 2005 to manage the Linux kernel's source code.
Some popular Git providers are GitHub, GitLab, and Bitbucket.
The article provides examples and explanations for Git commands like git init, git clone, git config, git add, git commit, git push, git pull, and more.

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Medium

21h

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Beneath the Surface: Reflecting on AI as a Complex System

Artificial Intelligence (AI) systems exhibit emergent behavior, sensitivity to initial conditions, and structural adaptation, resembling complex systems like ecosystems.
The traditional view of AI as deterministic tools oversimplifies their behavior and limitations.
Viewing AI as a complex system encourages a shift from control to cultivation in design principles for intelligent systems.
AI's behavior is explored through complexity theory, drawing insights from personal experience in building spatiotemporal models.

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2 Likes

Medium

22h

354

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How I Started Earning $527 a Day with This Simple Tool

The 2024 AI App promises the potential to earn up to $527 a day with minimal effort.
The app utilizes powerful algorithms to identify trending products and optimize listings for maximum buyer attraction.
Users have reported making over $2,000 within their first month of using the app.
The app provides a user-friendly interface and step-by-step tutorials for easy setup and launching of products.

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21 Likes

Medium

23h

183

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Automate Private Woocommerce Order Notes: Copy to Customer Notes

Automating the transfer of private order notes to customer-visible notes in WooCommerce offers several benefits.
Several options exist for automating the transfer, including using readily available plugins or custom code solutions.
WooCommerce plugins provide easy setup and user-friendly interfaces but offer limited customization.
Custom code solutions offer more control and customization but require coding skills and expertise.

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11 Likes

Dev

23h

314

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How I Ended Up Coding: My Journey Through Different Paths

Coding was never my dream, but a passion for learning different skills led me here.
The author's journey included pursuing interests like YouTube, flips, magic tricks, and video editing.
After dropping out of university, the author discovered coding through a coding internship.
Initially challenging, the author grew to enjoy coding for its ability to build real things from scratch.

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18 Likes

Dev

23h

209

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Efficiently process large files for RAG

Efficiently processing large files is crucial when building data indexing pipelines.
Processing granularity determines commit frequency and affects system reliability, resource utilization, and recovery capabilities.
The right balance is to process each source entry independently, batch commit related entries, and maintain trackable progress.
CocoIndex provides built-in support for handling large file processing, including smart chunking, flexible granularity, and reliable processing.

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Dev

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I’m a 20-Year Engineer – AI Coding Tools Are My New Oxygen (But They’re Toxic If You Breathe Too Deep)

AI coding assistants are like cognitive exoskeletons, boosting productivity and accelerating prototyping.
Although AI-generated code can be useful, it should be used strategically and with caution.
The author shares guidelines for utilizing AI in coding and avoiding overreliance on it.
Experience and critical thinking help senior coders navigate potential pitfalls of AI-generated code.

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4 Likes

Dev

195

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Building an Automated Notes Publishing Pipeline at Zero Cost

The article discusses building an automated notes publishing pipeline at zero cost for processing online content efficiently.
The author initially struggled with managing numerous online links, leading to the idea of using AI to process and summarize content.
The requirements for the project included automatic summary generation, export, and the creation of a summary site.
By leveraging LLMs and technologies like Gemini, the author implemented cost-effective solutions for summary generation.
The article details considerations for LLM selection, data cleaning, and structuring content for efficient summarization.
The summary export process involved utilizing GitHub's API with octokit library, ensuring seamless summary storage.
For hosting the summary site, the author chose Astro with Vercel and GitHub Actions for a cost-free and efficient deployment process.
Overall, the automated notes publishing pipeline was successfully implemented at zero cost, enhancing content summarization and accessibility.
The project's infrastructure cost was minimized through strategic tech choices and efficient implementation methods.
The article concludes by inviting readers to integrate similar solutions into their projects for streamlined content processing.
The final site link is provided for users to experience the benefits of the automated note publishing pipeline firsthand.

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11 Likes

Medium

229

Understanding Sliding Window Approach — An Easy Explanation

The sliding window approach is perfect for problems involving subarrays or subsequences where we need to find a continuous segment that satisfies certain conditions.
The core idea is to expand our window by moving the right pointer forward until our window no longer satisfies our condition. Then we shrink it from the left until the condition is satisfied again.
The sliding window technique excels in problems where you need to find optimal subarrays or need to maintain a running calculation over a window of elements.
The sliding window technique is versatile and can be applied to many problems involving contiguous subarrays or substrings.

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Dev

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React/Next.js vs CMS-based Platforms like WordPress and Magento: Which One is Right for Your Web Development Needs?*

Web development in today's digital age requires functional, visually appealing, and scalable websites for businesses and organizations.
Comparison between React/Next.js and CMS platforms like WordPress and Magento for web design and development.
React is a JavaScript library for building user interfaces, while Next.js enhances React with additional features like server-side rendering and code splitting.
WordPress is a widely used CMS known for its ease of use, while Magento is a powerful e-commerce platform with advanced features.
Pros of React/Next.js include performance optimization, scalability, component-based architecture, SEO benefits, and flexibility for customization.
Cons of React/Next.js include a steep learning curve, more development time, and the need for regular maintenance and updates.
Pros of WordPress and Magento include ease of use, rapid development, content management capabilities, community support, and cost-effectiveness.
Cons of WordPress and Magento include performance issues, security vulnerabilities, customization limitations, and scalability challenges.
Use React/Next.js for dynamic web applications, SEO prioritization, control over architecture, and scalability needs.
Use WordPress/Magento for quick website launches, content-heavy sites, e-commerce solutions, budget constraints, and ease of management.

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5 Likes

Medium

372

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Unleashing the Power of Facebook Marketing: A Complete Guide

Facebook has a massive user base, making it ideal for businesses of all sizes.
Advanced targeting options in Facebook marketing allow businesses to reach their ideal customers.
Facebook marketing offers a high return on investment and helps build engagement and brand awareness.
Effective strategies include optimizing your Facebook page, leveraging groups, running targeted ads, and utilizing video marketing.

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