AI WEB CHEATSHEET

// AI-Powered Web Development | Cheat Sheet

// 1. AI APIs & Libraries
fetch("https://api.openai.com/v1/completions"); // OpenAI API
import * as tf from '@tensorflow/tfjs'; // TensorFlow.js
import { ChatOpenAI } from 'langchain/chat_models'; // LangChain

// 2. Text Processing & NLP
const nlp = new NaturalLanguageProcessor();
nlp.tokenize("AI is awesome!"); // Tokenization

// 3. Image Processing
const image = tf.browser.fromPixels(document.getElementById("img")); // Convert image to tensor

// 4. Recommendation Systems
const userPreferences = [5, 3, 4];
const predictedRating = tf.tensor(userPreferences).mean().dataSync();

// 5. AI in Web UI
const speech = new SpeechSynthesisUtterance("Hello, AI!");
window.speechSynthesis.speak(speech);

// 6. Real-time AI with WebSockets
const socket = new WebSocket("wss://ai-stream.com");
socket.onmessage = (event) => console.log("AI Response:", event.data);

// 7. AI-Powered Search
const searchResults = documents.filter(doc => doc.includes("AI"));

// 8. Chatbots & Assistants
const chatbot = new ChatOpenAI({ model: "gpt-4" });
const response = await chatbot.call("What is AI?");

// 9. AI Deployment
fetch("https://your-model-api.com/predict", {
method: "POST",
body: JSON.stringify({ input: "AI-powered web apps" }),
});

// 10. Ethical AI Practices
if (aiDecision.isBiased()) {
console.warn("Bias detected in AI response!");
}

CSS SELECTORS

JavaScript Basics

🔗 Mastering Link & Media Tags in HTML for Better Web Development 💻

🔗 Mastering Link & Media Tags in HTML for Better Web Development 💻

As web developers, we know that proper use of HTML tags is essential for creating seamless, user-friendly websites. Two key sets of tags—Link and Media tags—are often underestimated, but they have a big impact on SEO, user experience, and site functionality.

💡 Link Tags: Connecting Your Content to the World
<a href="URL"> – The backbone of navigation! Links allow users to jump from page to page and are fundamental for both user experience and SEO.
<link rel="stylesheet" href="style.css"> – Used to link external resources, like stylesheets or fonts, keeping your HTML clean and efficient.
<meta> – While not technically a "link" tag, it provides metadata that helps with search engine indexing, making your page easier to find.

🎥 Media Tags: Embedding Visuals and Multimedia
<img src="image.jpg" alt="Description"> – Ensures your images are accessible and properly indexed by search engines. Alt text is critical for accessibility and SEO.
<video src="video.mp4" controls> – Adds video content to your site, enhancing engagement.
<audio src="audio.mp3" controls> – Perfect for including audio files on your page without the need for external plugins.

✅ Best Practices:
Accessibility: Use descriptive alt text for images and media. This helps users with disabilities and improves SEO.
Optimize: Always optimize images and videos for faster load times.
Mobile-Friendly: Make sure your media adapts to different screen sizes, ensuring a smooth experience across devices.

Link & Media tags are powerful tools that can greatly enhance the functionality and discoverability of your website. They help search engines crawl your site better, improve content visibility, and create a richer experience for your users.

Let's make the web more connected and engaging, one tag at a time! 💪🌍

#HTML #WebDevelopment #SEO #Accessibility #DigitalMarketing #WebDesign #FrontendDevelopment

WEB DEVELOPER SKILLS

🌐 Unlocking the Path to Web Development Success! 🚀

In today's fast-evolving tech landscape, mastering the right blend of frontend, backend, and design skills is crucial for standing out as a versatile web developer.

✅ Basics: HTML, CSS, JavaScript — the foundation of every website.
💻 Backend: SQL, Python, Java — the powerhouse behind dynamic applications.
🎨 Design: Figma, Photoshop — creating stunning UI/UX experiences.
📚 Frameworks: Bootstrap, React.js — making development faster and more scalable.
🛠 Extras: Git, GitHub, Media Queries — bringing it all together.

hashtag#KeepLearning hashtag#WebDevelopment hashtag#CodingSkills hashtag#FullStackDeveloper hashtag#UIUXDesign hashtag#Frontend hashtag#Backend hashtag#CareerGrowth

🌻 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱 𝗕𝗶𝗴 𝗢 𝗻𝗼𝘁𝗮𝘁𝗶𝗼𝗻!

O(1) - Constant Time: Simple tasks that take the same amount of time no matter how much data you have, like finding an item in a list by its position.

O(log n) - Logarithmic Time: Tasks that take less time as the data grows, like finding an item in a sorted list by repeatedly dividing it in half.

O(n) - Linear Time: Tasks that take more time as the data grows, like counting all items in a list by checking each one.

O(n log n) - Linearithmic Time: Tasks that get a bit slower as the data grows, like sorting a list using efficient methods such as merge sort or quick sort.

O(n²) - Quadratic Time: Tasks that get noticeably slower as the data grows, like sorting a list using simpler methods like bubble sort or finding all pairs in a list.

O(2^n) - Exponential Time: Tasks that get much slower as the data grows, like finding all subsets of a set or solving complex problems like the traveling salesman using a basic approach.

O(n!) - Factorial Time: Tasks that get extremely slow as the data grows, like solving problems that involve checking every possible arrangement of items.

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API in Italian means "bees" 😊

Docker