Welcome to my Weekly Digest #25 which is the last one for June.
This weekly digest contains a lot of interesting and inspiring articles, videos, tweets, podcasts, and designs I consumed during this week.
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Interesting articles to read
In JS functions, the 'last' return wins
An edge case has convinced me it's the 'last' return that always wins.
In JS functions, the 'last' return wins
Demystifying styled-components
For so many React devs, styled-components seems kinda magical. It isn't at all clear how it uses traditional CSS features under-the-hood, and that lack of clarity can cause real problems when things go awry. In this post, we'll learn exactly how styled-components works by building our own mini-version.
Demystifying styled-components
Why I’m super excited about Astro
Why I'm super excited about Astro (a new static site generator)
Image To Text Conversion With React And Tesseract.js
Do you have to process data manually because it is served through images or scanned documents? An image-to-text conversion makes it possible to extract text from images to automate the processing of texts on images, videos, and scanned documents. In this article, we look at how to convert an image to text with React and Tesseract.js(OCR), preprocess images, and deal with the limitations of Tesseract.
Image To Text Conversion With React And Tesseract.js (OCR) - Smashing Magazine
Some great videos I watched this week
What's New in ES2021
Every year a new version of JavaScript is released and implemented in browsers and JavaScript engines. Lets take a look at what's new this year.
by ui.dev
Google Sheets… Your Next Database?
Can you use Google Sheets as a database? Learn how to build a Next.js app using a spreadsheet as the data layer
by Fireship
Automated Lighthouse Benchmarks
Lighthouse has increasingly become a popular tool for many web developers to have the best site possible. But I've noticed that many don't realize you can automate Lighthouse benchmarks by adding them to your Continuous Integration workflow, and setting custom restrictions for performance regressions.
Flee, Pursue, Evade
Continuing my quest to explore all the steering behaviors from Craig Reynolds' 1999 paper, in this video I tackle flee, pursue, and evade.
Building Strongly Typed REST Clients with Typescript
In this talk we'll use TypeScript to create a client library that works with a REST API. Come see how we create a type-safe client with tooling tailored to your service.
by Jose Manuel Heredia Hidalgo
Test Kitchen: A Recipe for Good Tests
In this talk, Iris will walk through a hand full of properties good tests have, show how we can write tests that follow these guidelines in JavaScript, and discuss when to consider bending the rules a bit.
Useful GitHub repositories
Data Science Cheatsheet
A helpful 5-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between.
aaronwangy
/
Data-Science-Cheatsheet
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
Data Science Cheatsheet 2.0
A helpful 5-page data science cheatsheet to assist with exam reviews, interview prep, and anything in-between. It covers over a semester of introductory machine learning, and is based on MIT's Machine Learning courses 6.867 and 15.072. The reader should have at least a basic understanding of statistics and linear algebra, though beginners may find this resource helpful as well.
Inspired by Maverick's Data Science Cheatsheet (hence the 2.0 in the name), located here.
Topics covered:
- Linear and Logistic Regression
- Decision Trees and Random Forest
- SVM
- K-Nearest Neighbors
- Clustering
- Boosting
- Dimension Reduction (PCA, LDA, Factor Analysis)
- Natural Language Processing
- Neural Networks
- Recommender Systems
- Reinforcement Learning
- Anomaly Detection
- Time Series
- A/B Testing
This cheatsheet will be occasionally updated with new/improved info, so consider a follow or star to stay up to date.
Future additions (ideas welcome):
-
Time SeriesAdded! -
Statistics and ProbabilityAdded! - Data Imputation
- Generative Adversarial…
iPod.js
An iPod Classic that connects to Apple Music and Spotify. Built with React & Styled Components
tvillarete
/
ipod-classic-js
An iPod Classic emulator that connects to Apple Music and Spotify. Built with React & Styled Components
Before the days of streaming services, we relied on physical devices to store our limited libraries of music. Now with the streaming age, we no longer rely on physical storage and have endless hours of songs at our disposal. This project is an homage to the good 'ol days. A mix of the old and new. Experience the iPod Classic you used to own that now connects to Spotify and Apple Music — the two most popular music streaming platforms in the world.
I built this thing to be very extensible – to the point where it can even run games (like brick!). In the future I might consider adding a few more little apps and easter eggs (theming?).
✨ Features
- Configured for Vercel
- Next.js 14
- React 18
- Styled Components 6
- Framer Motion 10
- Spotify Web Playback SDK
- Apple MusicKit JS
All SVGs…
Slidev
Presentation Slides for Developers
Presentation slides for developers 🧑💻👩💻👨💻
 Made possible by my Sponsor Program 💖
|
Features
- 📝 Markdown-based - foucus on content and use your favorite editor
- 🧑💻 Developer Friendly - built-in code highlighting, live coding, etc.
- 🎨 Themable - theme can be shared and used with npm packages
- 🌈 Stylish - on-demand utilities via UnoCSS.
- 🤹 Interactive - embedding Vue components seamlessly
- 🎙 Presenter Mode - use another window, or even your phone to control your slides
- 🎨 Drawing - draw and annotate on your slides
- 🧮 LaTeX - built-in LaTeX math equations support
- 📰 Diagrams - creates diagrams using textual descriptions with Mermaid.js
- 🌟 Icons - access to icons from any icon set directly
- 💻 Editor - integrated editor, or the VSCode extension
- 🎥 Recording - built-in recording and camera view
- 📤 Portable - export into PDF, PNGs, or PPTX
- ⚡️ Fast - instant…
dribbble shots
Bubble - Mobile App Design
by Outcrowd
Pet Supplies Shopping App.
by Yi Li
Electric Scooter Banner Design
Medicine Reminder App
Shoplon | E-commerce UI Kit
Recipe App
Tweets
Picked Pens
Creating Generative Grid Layouts With Quadtrees
Multi Colored Text with CSS
by Shireen Taj
Podcasts worth listening
Junior to Senior - Developer Relations Program Manager at Google
David and Erin discuss having a mindset of learning with joy, being comfortable with asking 'dumb' questions, and defining clear goals
Syntax - CSRF Explained
In this Hasty Treat, Scott and Wes talk about CSRF (Cross Site Request Forgery)!
The CSS Podcast - is(), :where(), & nesting
In this episode, Adam and Una explore some CSS syntactic sugar! They discuss the :is and :where functions, how they differ, and how they’re paving the way for nesting.
Thank you for reading, talk to you next week, and stay safe! 👋
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