Web Development
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Web development learning path Frontend and backend resources. HTML, CSS, JavaScript, React, APIs and project ideas. Join 👉 https://rebrand.ly/bigdatachannels DMCA: @disclosure_bds Contact: @mldatascientist
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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!");
}
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Typescript free courses
Up and Running with TypeScript (Setup videos only)
🎬 8 video lesson
Duration ⏰: Less than 1 hour of material
🏃♂️ Self paced
Teacher: John Lindquist
Resource: egghead.io
🔗 Course Link
React JS with TypeScript Crash Course 2022
Rating ⭐️: 4.7 out of 5
Students 👨🎓: 9,432
Duration ⏰: 1hr 51min
Created by: NAVEEN SAGGAM UiBrains
🔗 Course Link
TypeScript Basics
🎬 33 video lesson
Duration ⏰: 3-4 hours worth of material
🏃♂️ Self paced
Teacher: Java Brains
Resource: classcentral
🔗 Course Link
TypeScript Tutorial
🎬 21 video lesson
🏃♂️ Self paced
Resource: Youtube
🔗 Course Link
Build JavaScript applications using TypeScript. (No Video)
⏳Modules: 8
Duration ⏰: 6-7 hours worth of material
☢️ Exercises, Programs
🏃♂️ Self paced
Resource: Microsoft
🔗 Course Link
TypeScript basics. (No Video)
Duration ⏰: 1 week long, 3 hours a week
☢️ Quizes, Programs
🏃♂️ Self paced
Resource: executeprogram
🔗 Course Link
TypeScript Deep Dive. (No Video)
⏳Modules: 12
☢️ Programs, Projects
🏃♂️ Self paced
Resource: basarat
🔗 Course Link
TypeScript Documentation
#Typescript #React_with_Typescript
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈
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Bootstrap free courses
Bootstrap 4 for Responsive Web Design
🎬 13 video lesson
🏃♂️ Self paced
Teacher: Brad Hussey
Resource: cosmolearning
🔗 Course Link
How to Create a Website using Bootstrap 4
Rating ⭐️: 4.5 out of 5
Students 👨🎓: 11,124
Duration ⏰: 1hr 55min
Created by: Laurence Svekis
🔗 Course Link
Learn Bootstrap by creating a custom admin theme
🎬 22 video lesson
Duration ⏰: 2-3 hours worth of material
🏃♂️ Self paced
Teacher: freecodecamp
🔗 Course Link
Code a 'Coming Soon' Landing Page in Bootstrap 4
Rating ⭐️: 4.6 out of 5
Students 👨🎓: 48,974
Duration ⏰: 1hr 21min
Created by: Andy Clarke
🔗 Course Link
Getting Started With Bootstrap 4
🎬 12 video lesson
🏃♂️ Self paced
Resource: Youtube
🔗 Course Link
Interactive Bootstrap tutorials. (No Video)
⏳Modules: 31
☢️ Exercises, Programs
🏃♂️ Self paced
Resource: freecodecamp
🔗 Course Link
Some Useful websites about Bootstrap
tutorialrepublic
bootstrap 4
freecodecamp
bootstrapbay
w3schools
taniarascia
Books
Bootstrap
Bootstrap Essentials
Bootstrap Programming Cookbook
#Bootsrap #Bootstrap_4
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈
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📒 FREE Book
React.js Design Patterns: Learn how to build scalable React appswith ease (2023)
By: Anthony Onyekachukwu Okonta
#book
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Hidden Gems of Tailwind CSS
Tailwind CSS has some lesser-known features that can make developing web UIs easier.
This article goes over a couple of them, such as using gap-* to add space between elements.
🔗 Link to the article
#css #tailwind
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+4
How to Use Rem Units in CSS!!
Rem units in CSS can be used for setting font sizes, margins, padding, widths, and heights relative to the root element's font-size.
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CSS Tip 💡
We can use the latest CSS features in supported browsers and apply fallback styles in unsupported browsers using the supports at-rule
