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Showing posts from July, 2025

techiekatta.com

My Tech Blog ⚙️ My Tech Blog Home About Services Contact Welcome to My Tech Blog Sharing thoughts on programming, technology, and development trends. About Me I'm a tech enthusiast and software developer who loves C++, Python, and web technologies. This blog is where I share tutorials, tips, and code. What I Share I publish tutorials, explain algorithms, and explore complex tech topics like AI, APIs, backend development, and more in simple language. Get in Touch Feel free to contact me via email or connect on GitHub and LinkedIn. I'm open to collaboration and feedback! © 2025 My Tech Blog | All rights reserved.

techKatta

My Tech Blog Home About Services Contact Welcome to My Tech Blog Sharing thoughts on programming, technology, and development trends. About Me I'm a tech enthusiast and software developer who loves C++, Python, and web technologies. This blog is a space to share code, tutorials, and personal projects. What I Share Tutorials, algorithm explanations, coding problems, and simplified views of complex tech like AI, backend dev, and more. Get in Touch You can reach out to me via email or connect on GitHub and LinkedIn. I’m open to collaboration and feedback! © 2025 My Tech Blog | All rights reserved

blog1

📱 How Instagram's Algorithm Works (Simplified) Instagram uses machine learning and user behavior to decide what content shows up in your feed, Reels, and Explore tab. Here's a simplified version of how the algorithm might work, explained in code. 🧠 Key Factors Considered: User Activity – What posts you like, comment on, share, or save. Post Engagement – Likes, comments, shares, and saves on the post. Interaction History – Your past behavior with that content creator. Content Type – Reels, Stories, Videos, Photos. Session Watch Time – How long you interact with a post. 💻 Simplified Python-style Code: class Post: def __init__(self, author, likes, comments, saved, shared, post_type): self.author = author self.likes = likes self.comments = comments self.saved = saved self.shared = shared self.post_type = post_type class User: def __init__(self, interactions, interests): self.interacti...