AWS Billing and Cost Management #amazonwebservices #aws #youtube ... https://www.youtube.com/watch?v=0OC9Wo8k1VI

#amazonwebservices #youtube #machinelearning Amazon Personalize is a service provided by Amazon Web Services (AWS) for building personalized recommendation systems. Here's an overview of Amazon Personalize: Description: Amazon Personalize is a fully managed service that uses machine learning to create personalized recommendations for content, such as products, articles, movies, and more. It is designed to help businesses deliver personalized experiences to their users, improving engagement and satisfaction. Key Features: Automated Model Training: Amazon Personalize automates the process of training and deploying personalized recommendation models, eliminating the need for extensive machine learning expertise. Real-Time Recommendations: Provides real-time recommendations for users based on their interactions and behavior. Support for Multiple Recommendation Types: Personalize supports a variety of recommendation types, including related item recommendations, personalized ranking, and personalized re-ranking. Integration with Custom Data: Allows you to incorporate custom user and item data to improve the relevance of recommendations. Scalability: Personalize can scale to handle large datasets and high request volumes, making it suitable for applications with varying levels of traffic. AB Testing: Enables businesses to perform A/B testing to evaluate the effectiveness of different recommendation strategies. Integration with AWS Services: Easily integrates with other AWS services, such as Amazon S3 for data storage and AWS Lambda for serverless computing. Use Cases: E-commerce Recommendations: Personalize can be used to recommend products based on user preferences and browsing history. Media and Entertainment Recommendations: Provides personalized recommendations for movies, music, articles, and other content. E-learning Recommendations: Assists in recommending courses and learning materials based on user behavior. Content Personalization: Enhances content delivery platforms by recommending relevant articles, blogs, or other content. Integration: Personalize can be integrated into various applications and platforms using APIs and SDKs provided by AWS. Pricing: Amazon Personalize pricing is based on the volume of data processed for training and inference, with separate pricing for training hours and deployed recommendations. ... https://www.youtube.com/watch?v=GvacWwxATVA

#reactjs @THE_PROGRAMMING_PLAYGROUND In React, the structure of a project typically follows a specific pattern, and the organization of files and folders is crucial for maintainability and scalability. Below is a basic overview of the typical structure of a React project created using tools like Create React App: 1. **`public` Directory:** - This directory contains static assets that will be publicly accessible, like HTML files, images, and favicon. - The `index.html` file inside this directory is the main HTML file where your React application is mounted. 2. **`src` Directory:** - The `src` directory is where the main source code of your React application resides. - **`index.js`:** This file is the entry point for your React application. It typically renders the main component into the root HTML element. - **`App.js`:** The main component of your application. It may contain other components and is responsible for rendering the UI. - **`index.css` or `App.css`:** Stylesheets for your components. 3. **Components:** - Create a `components` directory to store your reusable React components. Each component should have its own directory containing its JavaScript file and styles. - Example: ``` src/ components/ Header/ Header.js Header.css Footer/ Footer.js Footer.css ... ``` 4. **Pages or Views:** - If your application has multiple pages or views, you can create a `pages` directory to organize them. - Example: ``` src/ pages/ Home/ Home.js Home.css About/ About.js About.css ... ``` 5. **Assets:** - Create an `assets` directory to store static assets like images, fonts, or other files. - Example: ``` src/ assets/ images/ logo.png fonts/ ... ``` 6. **Services or Utils:** - If your application interacts with external services or has utility functions, you can create a `services` or `utils` directory. - Example: ``` src/ services/ api.js utils/ helpers.js ``` 7. **State Management:** - If you use state management libraries like Redux, you might have additional directories related to actions, reducers, and the store. 8. **Routing:** - If your application uses client-side routing, you might have a `routes` directory or a file that defines your application's routes. 9. **Tests:** - If you write tests for your components or other parts of your application, you might have a `tests` directory. 10. **Configuration Files:** - Configuration files like `.eslintrc`, `.prettierrc`, or `babel.config.js` are often placed in the root directory. Remember that this is just a general guideline, and the structure may vary based on the complexity and specific requirements of your project. As you gain more experience, you may find alternative structures that better suit your preferences and workflow. ... https://www.youtube.com/watch?v=Y_o-t0vmFyo

#chess #chessgame #chessplayer #gameplay #games #shorts #youtube #youtubeshorts #youtuber #music #instagram #facebook #famousshorts #viral #viralvideo #viralshorts #learningenglish #subscribe #follow #comment #gamws ... https://www.youtube.com/watch?v=bhKx2qmbzhE