Coding & AI Resources

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📈 Predictive Modeling for Future Stock Prices in Python: A Step-by-Step Guide The process of building a stock price prediction model using Python. 1. Import required modules 2. Obtaining historical data on stock prices 3. Selection of features. 4. Definition of features and target variable 5. Preparing data for training 6. Separation of data into training and test sets 7. Building and training the model 8. Making forecasts 9. Trading Strategy Testing

𝟳 𝗙𝗿𝗲𝗲 𝗢𝗻𝗹𝗶𝗻𝗲 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘁𝗼 𝗨𝗽𝗴𝗿𝗮𝗱𝗲 𝗬𝗼𝘂𝗿 𝗥𝗲𝘀𝘂𝗺𝗲 𝗶𝗻 𝟮𝟬𝟮𝟱😍 💼 Want to Upgrade Your Resume in 2025 — Without Spending a Dime?💫 Whether you’re in tech, marketing, business, or just looking to stand out — adding high-quality certifications to your resume can make a huge difference📄 𝐋𝐢𝐧𝐤👇:- https://pdlink.in/4iE6uzT The best part? You don’t need to spend any money to do it💰📌

15 Best Project Ideas for Backend Development : 🛠️🌐 🚀 Beginner Level : 1. 📦 RESTful API for a To-Do App 2. 📝 Contact Form Backend 3. 🗂️ File Upload Service 4. 📬 Email Subscription Service 5. 🧾 Notes App Backend 🌟 Intermediate Level : 6. 🛒 E-commerce Backend with Cart & Orders 7. 🔐 Authentication System (JWT/OAuth) 8. 🧑‍🤝‍🧑 User Management API 9. 🧾 Invoice Generator API 10. 🧠 Blog CMS Backend 🌌 Advanced Level : 11. 🧠 AI Chatbot Backend Integration 12. 📈 Real-Time Stock Tracker using WebSockets 13. 🎧 Music Streaming Server 14. 💬 Real-Time Chat Server 15. ⚙️ Microservices Architecture for Large Apps Here you can find more Coding Project Ideas: https://whatsapp.com/channel/0029VazkxJ62UPB7OQhBE502 Web Development Jobs: https://whatsapp.com/channel/0029Vb1raTiDjiOias5ARu2p JavaScript Resources: https://whatsapp.com/channel/0029VavR9OxLtOjJTXrZNi32 ENJOY LEARNING 👍👍

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5⃣ Free DSA resources to crack coding interview 👉 GeekforGeeks https://www.geeksforgeeks.org/the-ultimate-beginners-guide-for-dsa/amp/ 👉 Leetcode https://leetcode.com/study-plan/data-structure/ 👉 Hackerrank https://www.hackerrank.com/domains/data-structures 👉 Coding Interview Preparations https://t.me/crackingthecodinginterview/112 👉 FreeCodeCamp https://www.freecodecamp.org/learn/javascript-algorithms-and-data-structures/ Join @free4unow_backup for more free courses ENJOY LEARNING 👍👍

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Numpy Cheatsheet 📱

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Mastering LLM & Generative AI ✅

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Guys, Big Announcement! We’ve officially crossed 4 Lakh followers on this journey together — and it’s time to step up now! ❤️ I’m launching a *Coding Interview Prep Series* — designed for everyone from beginners to those polishing their skills for FAANG-level interviews. This will be a structured, step-by-step journey — with short explanations, real coding examples, and mini-challenges after every topic to build real muscle memory. Here’s what’s coming in the next few weeks: Week 1: The Very Basics - What is an Algorithm? - What is Data Structure? - Understanding Time Complexity (Big O Notation - made simple!) - Basic Math for Coding Interviews - Problem Solving Approach (How to break down a question) Week 2: Arrays & Strings — Your Building Blocks - Introduction to Arrays and Strings - Common Operations (Insert, Delete, Search) - Two Pointer Techniques (Easy to Medium problems) - Sliding Window Problems (Optimization techniques) - String Manipulation Tricks for Interviews Week 3: Hashing & Recursion - HashMaps and HashSets (Power tools for coders!) - Solving Problems using Hashing - Introduction to Recursion - Base Case and Recursive Case (Explained like a 5-year-old) - Classic Recursion Problems Week 4: Linked Lists, Stacks & Queues - Singly vs Doubly Linked List - Stack Operations and Problems (Valid Parentheses, Min Stack) - Queue and Deque Concepts (with real examples) - When to Use Stack vs Queue in Interviews Week 5: Trees & Graphs Essentials - Binary Trees and BST Basics - Tree Traversals (Inorder, Preorder, Postorder) - Graph Representations (Adjacency List, Matrix) - Breadth-First Search (BFS) and Depth-First Search (DFS) explained simply Week 6: Sorting, Searching & Interview Patterns - Core Sorting Algorithms (Selection, Bubble, Insertion) - Advanced Sorting (Merge Sort, Quick Sort) - Binary Search Patterns (Find First, Last Occurrence, etc.) - Mastering Interview Patterns (Two Sum, Three Sum, Subarray Sum, etc.) Week 7: Dynamic Programming & Advanced Problem Solving - What is Dynamic Programming (DP)? - Top-Down vs Bottom-Up Approach - Memoization and Tabulation Explained - Classic DP Problems (Fibonacci, 0/1 Knapsack, Longest Subsequence) Week 8: Real-World Mock Interviews - Solving Medium to Hard Problems - Tackling FAANG-level Interview Questions - Tips to Handle Pressure in Coding Rounds - Building the Right Mindset for Success React with ❤️ if you're ready for this new coding series You can join our WhatsApp channel to access it for free: https://whatsapp.com/channel/0029VammZijATRSlLxywEC3X