AI Adda https://aiadda.online Your Source of Truth for AI, Deep Learning, LLMs & Agents. 500+ AI tools, 250+ articles, and comprehensive learning paths. en Mon, 21 Jul 2025 00:00:00 +0000 https://aiadda.online/ai_adda.png AI Adda https://aiadda.online LLM Inference Optimization: Making Models Faster https://aiadda.online/blog/llm-inference-optimization https://aiadda.online/blog/llm-inference-optimization Mon, 21 Jul 2025 00:00:00 +0000 Learn techniques for optimizing LLM inference speed including KV caching, speculative decoding, batching, Flash Attention, and model parallelism for production deployment. AI in Education: Personalized Learning at Scale https://aiadda.online/blog/ai-in-education https://aiadda.online/blog/ai-in-education Sun, 20 Jul 2025 00:00:00 +0000 Discover how AI is revolutionizing education through personalized learning, intelligent tutoring systems, automated grading, and adaptive curriculum design. LLM Tokenization: BPE, WordPiece, and SentencePiece https://aiadda.online/blog/llm-tokenization-guide https://aiadda.online/blog/llm-tokenization-guide Sat, 19 Jul 2025 00:00:00 +0000 Understand how LLMs convert text into tokens using BPE, WordPiece, and SentencePiece. Learn why tokenization matters for model performance, multilingual support, and cost. Serverless AI Inference: Running Models Without Servers https://aiadda.online/blog/serverless-ai-inference https://aiadda.online/blog/serverless-ai-inference Tue, 15 Jul 2025 00:00:00 +0000 Learn how serverless AI inference works, when to use it, and how platforms like AWS Lambda, Google Cloud Functions, and specialized services enable model serving without managing infrastructure. LLM Scaling Laws: Bigger Models, Better Performance? https://aiadda.online/blog/llm-scaling-laws https://aiadda.online/blog/llm-scaling-laws Tue, 15 Jul 2025 00:00:00 +0000 Understand the scaling laws governing large language models: how model size, data size, and compute relate to performance, from Kaplan's laws to Chinchilla and beyond. Google Gemini: The Multimodal AI Powerhouse https://aiadda.online/blog/gemini-google-ai https://aiadda.online/blog/gemini-google-ai Sun, 13 Jul 2025 00:00:00 +0000 Explore Google Gemini, the multimodal AI model that processes text, images, audio, and video natively. Learn about its architecture, capabilities, and impact on AI. AI in Medical Imaging: Detecting Disease from X-Rays and MRIs https://aiadda.online/blog/medical-imaging-ai https://aiadda.online/blog/medical-imaging-ai Sat, 28 Jun 2025 00:00:00 +0000 Learn how AI analyzes medical images to detect diseases. Explore AI applications in radiology, pathology, ophthalmology, and the challenges of clinical deployment. Object Detection: YOLO, Faster R-CNN, and Beyond https://aiadda.online/blog/object-detection-guide https://aiadda.online/blog/object-detection-guide Fri, 20 Jun 2025 00:00:00 +0000 A comprehensive guide to object detection in deep learning, covering YOLO, Faster R-CNN, SSD, DETR, and modern approaches to locating and classifying objects in images. DALL-E vs Midjourney vs Stable Diffusion: Which Is Best? https://aiadda.online/blog/dall-e-midjourney-comparison https://aiadda.online/blog/dall-e-midjourney-comparison Thu, 19 Jun 2025 00:00:00 +0000 Compare DALL-E 3, Midjourney V6, and Stable Diffusion SDXL. Detailed analysis of quality, features, pricing, and ideal use cases for each AI image generator. Question Answering Systems: How AI Finds Answers https://aiadda.online/blog/question-answering-systems https://aiadda.online/blog/question-answering-systems Fri, 18 Apr 2025 00:00:00 +0000 Discover how AI-powered question answering systems work, from extractive QA with BERT to generative QA with GPT. Learn about open-domain and closed-domain approaches. Text Summarization: Extractive vs Abstractive Methods https://aiadda.online/blog/text-summarization-guide https://aiadda.online/blog/text-summarization-guide Tue, 15 Apr 2025 00:00:00 +0000 Explore extractive and abstractive text summarization techniques in NLP. Learn how AI condenses long documents into concise summaries using transformers, BERT, and GPT. Logistic Regression: The Workhorse of Classification https://aiadda.online/blog/logistic-regression-guide https://aiadda.online/blog/logistic-regression-guide Sat, 01 Feb 2025 00:00:00 +0000 Learn logistic regression, the most widely used classification algorithm in machine learning. Understand the sigmoid function, decision boundaries, and real applications.