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7 Powerful AI Project Ideas to Build Your Portfolio ✅ AI Chatbot – Create a custom chatbot using NLP libraries like spaCy, Rasa, or GPT API ✅ Fake News Detector – Classify real vs fake news using Natural Language Processing and machine learning ✅ Im

Manual data labeling is one of the biggest bottlenecks in building intelligent image classification systems — especially when the objects are rare, niche, or appear in very few examples. At Gigaversity, we recently faced this challenge while building

How AI Works 1. Neural Networks – AI’s Brain AI’s neural networks consist of three layers: Input Layer: Takes in raw data (e.g., an image). Hidden Layers: Process data to find patterns (e.g., detecting edges, shapes). Output Layer: Produces the fi

The Evolution of AI: From Rules to Creativity Artificial Intelligence (AI) has transformed from rigid rule-based systems to today’s powerful generative AI, capable of creating art, music, and human-like conversations. This shift has been fueled by a

India’s AI scene picked up pace this week. New tools, datasets, grants and events are changing the game. Here's everything that happened: 1. Sarvam launches Bulbul V2 Bulbul V2 is a new text-to-speech system that speaks English plus 10 Indian langua

Top 3 AI Models: But How Do They Differ? I’ve given a simple breakdown of each one. 🟩 𝗢𝗽𝗲𝗻𝗔𝗜 𝗚𝗣𝗧 GPT learns from massive datasets and human feedback to deliver accurate, logical, and well-balanced answers. 1. Collect diverse data → merge

Top 3 AI Models: But How Do They Differ? I’ve given a simple breakdown of each one. 🟩 𝗢𝗽𝗲𝗻𝗔𝗜 𝗚𝗣𝗧 GPT learns from massive datasets and human feedback to deliver accurate, logical, and well-balanced answers. 1. Collect diverse data → merge

Top 3 AI Models: But How Do They Differ? I’ve given a simple breakdown of each one. 🟩 𝗢𝗽𝗲𝗻𝗔𝗜 𝗚𝗣𝗧 GPT learns from massive datasets and human feedback to deliver accurate, logical, and well-balanced answers. 1. Collect diverse data → merge

Steps to building real-world AI systems. I've given a simple detailed explanation below. 𝗦𝘁𝗲𝗽 1 – 𝗗𝗲𝗽𝗹𝗼𝘆𝗺𝗲𝗻𝘁 & 𝗖𝗼𝗺𝗽𝘂𝘁𝗲 𝗟𝗮𝘆𝗲𝗿 • This is where all the 𝗵𝗲𝗮𝘃𝘆 𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 𝗵𝗮𝗽𝗽𝗲𝗻𝘀. • It provides the 𝗵𝗮𝗿�