How a Large Language Model (LLM) predicts the next word
How a Large Language Model (LLM) predicts the next word, including all the mathematical operations involved at each step, with the appropriate vector and tensor manipulations.
Deep Learning
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Large Language Models
Course on Large Language Models NOTE: You’re only meant to change code marked with “# TODO:” Table of Contents Setting Up API Key Configuration Connecting to OpenAI API Exploring the API Creating Chat Completions Understanding Completion Parameters Prompt Engineering Crafting Effective Prompts Strategies and Best Practices Advanced Techniques Utilizing Embeddings Function Calling in LLMs Extras…
The Mathematics Behind Neural Networks Detailed Derivation of Key Formulas
Neural networks are the backbone of modern artificial intelligence (AI), powering applications like image recognition, natural language processing, and autonomous vehicles,
Introduction to Artificial Neural Networks (ANNs): A Comprehensive Guide
Artificial Neural Networks (ANNs) are one of the most important advancements in the field of machine learning, inspired by the biological neural networks in the human brain.
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A Comprehensive List of Image CNN Models and How to Get Started with Convolutional Neural Networks
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Understanding the Layers of Large Language Models (LLMs) and How Data Passes Through Them
Large Language Models (LLMs) such as GPT (Generative Pre-trained Transformer) are a class of deep learning models that have revolutionized natural language processing (NLP).
How NVIDIA Graphics Work: A Comprehensive Guide to GPUs
Graphics Processing Units (GPUs) have become the backbone of modern computing, powering everything from gaming to artificial intelligence (AI).
NVIDIA: A Comprehensive Review of Innovation, Performance, and Future Outlook
NVIDIA has firmly established itself as one of the most influential companies in the tech industry, particularly known for its leadership in the world of graphics processing units (GPUs).
Let’s break down AI, Machine Learning (ML), and Neural Networks in a structured way
Let’s break down AI, Machine Learning (ML), and Neural Networks in a structured way, covering key concepts, types of ML, and model architectures like Transformers, and their applications.