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A STON Christmas: A Celebration of Joy and Community

  • Christmas is a time for our little StonFiers to shine and spread holiday cheer.
  • The STON.fi community values the importance of community and connection.
  • Join us in spreading love, kindness, and generosity this holiday season.
  • Let's remember the true spirit of Christmas and make a positive impact in our communities.

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Haxe: The Language That Powers Cross-Platform Innovation

  • Haxe is a powerful and flexible high-level programming language that enables code to run on multiple platforms.
  • Developers can create games, online applications, and mobile applications using Haxe's cross-platform functionality.
  • Haxe promotes type safety and supports both object-oriented and functional programming paradigms.
  • With its expanding ecosystem and vibrant developer community, Haxe continues to be a major force in the programming industry.

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The Power of Closures in JavaScript

  • Closures in JavaScript are functions that remember the environment in which they were created and can access variables from their outer scope even after that scope has finished executing.
  • Closures matter because they allow for encapsulation, efficiency, and flexibility in coding.
  • Some real-world uses of closures include creating private variables, function factories, memoization, and event handlers.
  • Common pitfalls with closures include unintentional memory retention and confusing scopes.

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ColorJitter in PyTorch

  • ColorJitter is a function in PyTorch that can change the brightness, contrast, saturation, and hue of images.
  • It has four optional arguments: brightness, contrast, saturation, and hue, which can be set to specific values or ranges.
  • The brightness, contrast, and saturation arguments should be between 0 and 1, and the hue argument should be between -0.5 and 0.5.
  • ColorJitter can be applied to images using the transform parameter in PyTorch datasets.

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Implementing a basic loading state

  • To create a basic loading state using HTML, JavaScript, and ReactJS hooks, follow these steps:
  • Create a functional component that returns the static loading text: 'Loading'.
  • Add a state variable using useState to represent the number of dots in the loading text.
  • Use the useEffect hook to run a callback function after the initial render, which uses window.setInterval to increment the dots and update the state.

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Multi-level Tic Tac Toe Game

  • A Single Player Tic Tac Toe Game with 10 Levels of Increasing Difficulty has been created.
  • The AI opponent becomes progressively more challenging as the levels increase.
  • At level 1, the computer makes random moves, while at level 10, it plays near-perfectly.
  • The game includes a reset button to restart the game and select a new difficulty level.

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Recipe Book Web Interface

  • Build a Recipe Book Web Interface using HTML and CSS.
  • Introduces learners to advanced layout concepts like CSS Grid, Flexbox, and hover effects.
  • Features include recipe cards grid, hover effects, and responsive design.
  • Next steps include adding JavaScript functionality, enhancing responsive design, and animations.

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Why We Can't Stop Trading (And Why That's A Good Thing!)

  • Trading is a uniquely human trait that sets us apart from other species.
  • Humans engage in deliberate exchange, unlike animals who primarily rely on direct action or affection.
  • Trading allows for mutual benefit through specialization and division of labor.
  • The drive to trade is deeply rooted in human evolution, enabling specialization, innovation, and societal progress.

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Python While Loop Examples

  • 2 4 6 8 10
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  • 1 3 5 7 9 2 4 6 8 10
  • 10 8 6 4 2
  • 9 7 5 3 1
  • 1 2 3 4 5 6 7 8 9 10
  • 1 RED BLUE RED 5 REDBLUE 7 RED BLUE RED

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Managing Transactions in Java Web Applications

  • A transaction is a sequence of operations that is treated as a single logical unit of work.
  • Transaction management is crucial for ensuring data integrity and consistency in Java web applications.
  • Java Database Connectivity (JDBC) is the basic way to manage transactions manually in Java.
  • In Java EE, the Java Transaction API (JTA) is used for distributed transactions across multiple resources.

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Creating Stripe Test Data in Python

  • Creating sufficient test data in Stripe for AI+data course to show how to build an AI chatbot by moving e-commerce data from Stripe into PGVector running on Supabase, via Airbyte PGVector connector to create OpenAI embeddings.
  • A few sample datasets can be loaded by using the CLI fixtures command, but these did not fit the need for a larger dataset.
  • Creating sample data in Stripe sandbox using the python client provided by Stripe.
  • Functions were added for each of the data types in Stripe that were needed like sample customers, products, prices and purchases.
  • Collab Python script is super easy to insert test data into Stripe with the help of API.
  • Data can then be hooked up to Airbyte using the Connector Builder to map API endpoints to streams for each data type and set up a sync job.
  • Problem solved! Collab Python script is super easy for the learner to insert test data into Stripe.
  • Online or workshop learners can easily insert the substantial sample dataset available to interact with AI chatbot question.
  • The data can be used for questions like “who made the cheapest purchase? How much did they pay, and what did they buy?“
  • Random names for customers, products, and colors were generated in order to insert data into Stripe.

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Customizing React Components with Props 🚀

  • Today, the author delved into the world of props in React.
  • They set up a new React project and created custom components.
  • Props were passed to components, and lists of data were rendered.
  • The author learned about PropTypes, default props, and styled the components.

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Java’s Stream.sorted() Method Explained

  • The Stream.sorted() method has two variations that cater to different sorting needs:
  • This variation sorts the stream elements based on their natural order, defined by the Comparable interface.
  • This version allows a custom comparator to define the sorting logic.
  • The lazy evaluation allows the Stream API to optimize operations, potentially reducing memory usage and computation time.
  • Sorting custom objects often requires a comparator to specify the attribute to sort by.
  • Streams containing null elements can throw a NullPointerException when using natural order sorting.
  • Sorting streams with mixed types (e.g., numbers and strings) will result in a ClassCastException if relying on natural order sorting.
  • Sorting large datasets can lead to performance issues or memory constraints.
  • Using parallel streams can improve performance for large datasets by utilizing multiple CPU cores.
  • The Stream.sorted() method in Java offers a dependable way to sort data streams.

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How to build your own app.

  • Conceptualize your app by defining its purpose, researching the market, and identifying its features and platform.
  • Plan your app development by creating a roadmap and wireframing its design.
  • Choose the right tools and technologies for development, including native or cross-platform options, backend languages, and frontend frameworks.
  • Design a user-friendly UI and ensure a smooth UX through wireframes, prototypes, and user testing.
  • Develop your app by coding the front end, setting up the backend, integrating with third-party services, and implementing testing processes.
  • Test your app manually and automatedly, perform performance testing, and prepare it for deployment.
  • Engage in post-launch activities such as marketing, monitoring analytics, and fixing bugs and updates.
  • Maintain and improve your app by gathering user feedback, releasing updates, and monitoring the market.
  • Use various development tools and resources such as design tools, development environments, version control systems, project management tools, and APIs.
  • Follow tips for success, including starting small, iterating based on feedback, securing your app, and designing for scalability.

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4 Websites to Make Money Doing Something You Love

  • Fiverr is a platform where freelancers can offer services starting at $5.
  • Udemy is an online learning platform where you can create and sell courses.
  • Etsy is a marketplace for creatives to sell handmade, vintage, or unique items.
  • TaskRabbit connects people who need help with everyday tasks to those who can complete them.

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