AI Fundamentals

Gemini AI is an advanced multimodal AI model combining language and visual processing for versatile, context-aware applications and intelligent responses.

Generative AI uses machine learning to create new content like text, images, or code by learning patterns from large datasets, enabling creative automation.

Grok AI is an advanced AI system that deeply understands language and context to enable nuanced natural language processing and intelligent interactions.

Hallucination in AI occurs when models generate false or fabricated outputs that seem plausible but lack factual accuracy or grounding in data.

Hugging Face is a leading platform offering open-source NLP models, tools, and datasets to simplify AI development and model deployment.

LangChain is an open-source framework for building apps that integrate large language models with data, APIs, and custom workflows efficiently.

Large Language Model is an AI system designed to understand and generate human language using deep learning on extensive text data.

Latent space is an abstract compressed representation space used in AI to capture essential data features for tasks like generation, interpolation, and...

Llama 3 is Meta AI's third-generation large language model for advanced natural language understanding and generation in AI applications.

Machine Learning enables computers to learn from data and improve performance on tasks without explicit programming, powering AI-driven solutions worldwide.

Midjourney is an AI-powered text-to-image generator that creates detailed, creative images from textual prompts using advanced neural networks.

Mistral AI develops advanced open-weight large language models, enabling accessible and efficient AI for natural language tasks across industries.

Multimodal refers to systems that integrate multiple data types, like text and images, to enhance understanding and AI performance.

Natural Language Processing enables computers to understand, interpret, and generate human language for applications like translation and sentiment analysis.

Neural Networks are AI models mimicking the brain's neurons, enabling machines to recognize patterns, classify data, and learn complex relationships.

Open Source AI provides publicly accessible AI software and models, fostering collaboration and innovation through transparent and modifiable code.

OpenAI is a leading AI research organization developing advanced language models and AI tools to enable safe, ethical, and powerful artificial intelligence.

Parameters Inference is the process of estimating model parameters from data to enable accurate predictions in machine learning and statistical modeling.

Perplexity AI is an advanced conversational AI platform delivering accurate, context-aware answers by synthesizing data from large language models and NLP...

Predictive Analytics uses data, algorithms, and machine learning to forecast future events and trends, enabling informed, data-driven decisions.

Prompt Engineering is crafting and optimizing AI input prompts to improve response quality, relevance, and accuracy from language models.

RAG (Retrieval-Augmented Generation) enhances AI text generation by combining retrieval of relevant data with generative language models for accurate,...

Retrieval-Augmented Generation combines retrieval of relevant data with generative language models to produce accurate, context-aware, and informative text.

SearchGPT is an AI-enhanced search technology using GPT models to deliver more precise, natural language understanding and context-driven search results.