💰 The World’s Fastest Growing Wealth Hubs

1.🇨🇳 Shenzhen – 142%
2.🇺🇸 Scottsdale – 125%
3.🇮🇳 Bengaluru – 120%
4.🇺🇸 West Palm Beach – 112%
5.🇨🇳 Hangzhou – 108%
6.🇦🇪 Dubai – 102%
7.🇺🇸 The Bay Area – 98%
8.🇺🇸 Miami – 94%
9.🇺🇸 Washington DC – 92%
10.🇺🇸 Austin – 90%
11.🇨🇳 Guangzhou – 88%
12.🇺🇸 Dallas – 85%
13.🇵🇱 Warsaw – 83%
14.🇮🇳 Delhi – 82%
15.🇦🇪 Abu Dhabi – 80%
16.🇺🇸 Houston – 75%
17.🇨🇳 Beijing – 72%
18.🇮🇳 Mumbai – 69%
19.🇨🇳 Shanghai – 67%
20.🇸🇦 Riyadh – 65%

Millionaire growth % from 2014 to 2024 – only cities with over 10,000 millionaire residents

Top Employees Globally

Hiring Alert ✅

Rippling Software Engineer 1 Bangalore
Batch: 2025/2024
Apply- https://ats.rippling.com/rippling/jobs/cad9c4b8-9371-43b7-964f-f153ce0d4246?jobSite=LinkedIn

Aveva Software Developer Intern Bangalore/Hyderabad
Batch: 2027
Apply- https://aveva.wd3.myworkdayjobs.com/AVEVA_careers/job/Hyderabad-India/Software-Developer-Intern_R011748?source=LinkedIn

Resmed Associate Engineer Bangalore
Experience: 0-3 years
Apply- https://resmed.wd3.myworkdayjobs.com/ResMed_External_Careers/job/Bangalore-India/Associate-Engineer-Software-Engineering_JR_043522-1?source=LinkedIn

Microsoft Software Engineer Intern India
Batch: 2027/2026/2025
Apply- https://jobs.careers.microsoft.com/us/en/job/1880847/Software-Engineering-Intern?jobsource=linkedin&mode=apply&iis=LinkedIn

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Introduction to AI in Azure

This course introduces core concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions.

🎬 Free Video Lesson
📚 12 Modules
🏃‍♂Self Paced
⏰ Duration : 9 Hour 25 Min
Created by 👨‍🏫:  Microsoft Learn

🔗 Course Link


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DSA With Python Free Resources

1) Design and Analysis of Algorithms
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2) Data Structures and Algorithms in Python Full course
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3) Data Structures & Algorithms in Python
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4) The Algorithms - Python
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5) Data Structures and Algorithms
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6) Python Data Structures
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Reading Resources

📖 DSA with Python
📖 Problem Solving with Algorithms
📖 Algorithm Archive
📖 Python DSA

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MUST HAVE SKILLS for HIGH PAYING JOBS

1. TCS System Engineer: (₹4LPA - ₹10LPA 🇮🇳)
→ Skillset: Linux, Java, SQL, Oracle, AWS fundamentals, Prometheus/Grafana

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→ Skillset: GCP, Azure, Terraform, GitLab CI, AWS CloudFormation, Argo CD

4.⁠ ⁠DevOps Engineer: (₹15LPA 🇮🇳, $160K/Year 🇺🇸)
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6.⁠ ⁠Data Engineer: (₹17LPA 🇮🇳, $177K/Year 🇺🇸)
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7. ML Engineer: (₹20LPA 🇮🇳, $213K/Year 🇺🇸)
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8.⁠ ⁠Full-Stack Developer: (₹17LPA 🇮🇳, $167K/Year 🇺🇸)
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📚 Language & Its Best Code Editors 🔥

🐍 Python → PyCharm
💎 C++ → VS Code
⚡ JavaScript → VS Code
🔥 Java → IntelliJ IDEA
🎯 C# → Visual Studio
🔷 TypeScript → VS Code
🔹 Ruby → RubyMine
🌐 Kotlin → IntelliJ IDEA
🚀 Go → GoLand
🛠️ PHP → PhpStorm
🌙 Lua → VS Code
🍎 Swift → Xcode

Choosing the right IDE or code editor can boost your coding speed, reduce bugs, and make development smoother.

Neural Networks and Machine Learning

This specific course by Geoffrey Hinton (the "Godfather of AI") from 2013 is a historical artifact. It provides an invaluable look at the foundational ideas from the researcher who later won the Turing Award for them.

🔗 Course Link

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Interview Preparation Websites:

1. InterviewBit - interviewbit.com
2. Glassdoor - glassdoor.com
3. Interviewing - interviewing.io
4. Jobscan Interview Prep - jobscan.co/interview
5. Indeed Interview Tips - indeed.com/career-advice
6. CareerCup - careercup.com
7. The Muse - themuse.com
8. PrepLounge - preplounge.com
9. Big Interview - biginterview.com
10. LinkedIn Learning - linkedin.com/learning

6 Must-Know Data Engineering Tools For Beginners

🇮🇳 Population of India (1955–2025)

👥 1955 — 387,700,887
👥 1960 — 435,990,338
👥 1965 — 490,140,146
👥 1970 — 545,864,268
👥 1975 — 611,309,535
👥 1980 — 687,354,025
👥 1985 — 772,647,793
👥 1990 — 864,972,221
👥 1995 — 960,301,044
👥 2000 — 1,057,922,733
👥 2005 — 1,154,676,322
👥 2010 — 1,243,481,564
👥 2015 — 1,328,024,498
👥 2020 — 1,402,617,695
👥 2022 — 1,425,423,212
👥 2023 — 1,438,069,596
👥 2024 — 1,450,935,791
👥 2025 — 1,463,865,525

Source: Worldometer

Free N8N Courses

n8n Full Course
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n8n Text Courses
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Free n8n No-Code AI Agent Builder Course
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n8n Crash Course - Complete Tutorial for Beginners
🔗 Course Link

Your First AI Automation - NoCodeStartup
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Free N8N training - 2025
🔗 Course Link


Reading Materials

📖 The Complete n8n Cheat Sheet
📖 n8n Master Guide
📖 n8n Guide With Practical Examples
📖 n8n Workflow Fundamentals
📖 A Practical Guide to n8n: What the Cheat Sheet Doesn’t Tell You

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Automate with Python - Full Course for Beginners

3-hour project-based course: Automate news scraping, Excel reports, PDF extraction, script scheduling with Selenium, Pathlib, Pandas. Converts scripts to EXEs.

📚 3 hours video + projects
⏰ Duration: ~3 hours
🏃‍♂️ Self Paced
👨‍🏫 Created by: freeCodeCamp

🔗 Course Link

Join @skillsunlock for more

To everyone in our community who celebrates Christmas, wishing you peace, joy, and warm moments with your loved ones. 🎄

Thank you for being part of this community.

Merry Christmas 🧡

Introduction to WebAssembly - Linux Foundation (LFD133, Free Access)

This course goes through core WebAssembly runtime: Compiling C/Rust to WASM, browser integration, and security for high-performance web apps. It will help you bridge systems languages to web without JS limits; boosts speed for games/tools. The only prerequisite is basic C/Rust knowledge.

🆓 Free Course
📚 4 modules with videos and labs
⏰ Duration: 4 hours
🏃‍♂️ Self Paced
Created by 👨‍🏫: Linux Foundation
🔗 Course Link

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🚀 Mastering Python for Coding Interviews – A Smart Roadmap

Python shines in interviews when you understand concepts deeply and apply them under pressure—not by memorizing syntax.

Focus on these essentials:

🔹 Sorting – custom keys, lambdas, sorted vs in-place

🔹 Pythonic Code – unpacking, zip, chained comparisons, quick min–max

🔹 Lists – initialization, resizing, cloning, list comprehensions

🔹 Stacks & Queues – DFS/BFS basics, deque operations

🔹 2D Lists – grids, matrices, nested loops

🔹 Hashmaps & Sets – dict, defaultdict, Counter, set ops

🔹 Heaps – k-largest/smallest, heapify, min/max heap tricks

🔹 Sorted Dicts/Sets – ordered data handling (advanced)

💡 Key takeaway:

Don’t memorize. Understand. Clean, optimized, Pythonic solutions win interviews.

List of AI Project Ideas 👨🏻‍💻

Beginner Projects

🔹 Sentiment Analyzer
🔹 Image Classifier
🔹 Spam Detection System
🔹 Face Detection
🔹 Chatbot (Rule-based)
🔹 Movie Recommendation System
🔹 Handwritten Digit Recognition
🔹 Speech-to-Text Converter
🔹 AI-Powered Calculator
🔹 AI Hangman Game

Intermediate Projects

🔸 AI Virtual Assistant
🔸 Fake News Detector
🔸 Music Genre Classification
🔸 AI Resume Screener
🔸 Style Transfer App
🔸 Real-Time Object Detection
🔸 Chatbot with Memory
🔸 Autocorrect Tool
🔸 Face Recognition Attendance System
🔸 AI Sudoku Solver

Advanced Projects

🔺 AI Stock Predictor
🔺 AI Writer (GPT-based)
🔺 AI-powered Resume Builder
🔺 Deepfake Generator
🔺 AI Lawyer Assistant
🔺 AI-Powered Medical Diagnosis
🔺 AI-based Game Bot
🔺 Custom Voice Cloning
🔺 Multi-modal AI App
🔺 AI Research Paper Summarizer

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Reinforcement Learning Course

This course teaches you practical reinforcement learning through hands-on implementation of Deep RL algorithms. It dives into Q-learning, policy gradients, and multi-agent systems with working code examples. And if you complete 80% of the Assignments you can get a certificate.
Prerequisite: Python and deep learning basics.

📚 Theory + Hands on Projects + Challenges
⏰ Duration: ~35 hours
🏃‍♂️ Self Paced
Created by 👨‍🏫: Hugging Face
🔗 Course Link https://github.com/huggingface/deep-rl-class


#DeepReinforcementLearning #DeepLearning
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