Deep Learning

Subcategories

An artist’s illustration of artificial intelligence (AI). This image visualises the input and output of neural networks and how AI systems perceive data. It was created by Rose Pilkington ...

Deep Learning Architectures

An artist’s illustration of artificial intelligence (AI). This image was inspired neural networks used in deep learning. It was created by Novoto Studio as part of the Visualising AI proje...

Deep Learning Techniques

Articles

An artist's illustration of artificial intelligence (AI). This image visualises the benefits and flaws of large language models. It was created by Tim West as part of the Visualising AI pr...

Uncovering AI Hallucinations: Risks and Reality

Delve into the world of AI Hallucinations: learn what they are, why they happen, and their profound impact on AI decision-making and reliability.

Close-up of an electrical transformer on a utility pole against a sunset sky.

Unlocking Deep Learning: Multi Head Attention Math Explained

Unlock transformer power: Explore multi head attention math, a key mechanism enabling models to understand complex relationships and context.

An artist’s illustration of artificial intelligence (AI). This image represents ethics research understanding the human involvement in data labelling. It was created by Ariel Lu as part of...

Depth Anything Unleashing Large-Scale Data Insights

Discover how Depth Anything unleashes the power of large-scale unlabeled data for improved results, enhancing AI performance and efficiency.

Unlocking Generative AI Potential: From Basics to Expertise

Discover the fundamentals of Generative AI and advance to sophisticated applications, unlocking new possibilities in data creation and processing.

Grokking Deep Learning: A Comprehensive Guide Inside Out

Grokking deep learning concepts from basics to advanced techniques and real-world applications in AI and machine learning.

Top view of dual GeForce RTX graphics cards set against a bright yellow background, emphasizing modern technology.

Optimizing GPU for AI Training: A Beginner's Essential Guide

Discover the best GPU for AI training & learn how to optimize your machine learning setup with our comprehensive guide.

An artist’s illustration of artificial intelligence (AI). This image represents how machine learning is inspired by neuroscience and the human brain. It was created by Novoto Studio as par...

Multiclass Classification with Metric Compute Huggingface

Learn how to perform multiclass classification with metric compute Huggingface and evaluate model performance using various evaluation metrics.

Two young women wearing masks walking and talking outdoors, embracing the new normal on campus.

Understanding Normalization (machine learning) Techniques

Learn how Normalization (machine learning) transforms data, improving model accuracy & reducing bias, in this clear & concise explanation.

Interior of cabin with dashboard consisting of steering wheel sensors and buttons for aircraft control

Deep DDPG: A Deep Learning Approach to Continuous Control RL

Discover how DDPG (Deep Deterministic Policy Gradient) powers continuous control and reinforcement learning in AI systems for optimal results.

Explore the stunning limestone formations and geological marvels hidden in this mysterious cave setting.

Unlocking Hidden Layers in Neural Network Architecture

Unlock neural network potential with hidden layers, learn how they process complex data, and optimize performance in AI model architecture.

Fine Tune Embedding Model for Enhanced Text Insights

Unlock advanced text analysis with fine tune embedding model techniques, boosting accuracy and insights for data-driven decision making.

An artist’s illustration of artificial intelligence (AI). This illustration depicts language models which generate text. It was created by Wes Cockx as part of the Visualising AI project l...

Unlocking Hidden Layers in TensorFlow Code Examples

Unlock neural networks with hidden layers in TensorFlow. Explore code examples and explanations for building robust AI models.

Grokking Deep Learning PDF: Mastering AI Fundamentals Inside

Unlock deep learning mastery with Grokking Deep Learning PDF, a comprehensive guide to neural networks, AI, and machine learning concepts.

Latest DDPG Algorithm Boosts AI Efficiency Dramatically

Improve reinforcement learning efficiency with the latest DDPG algorithm, a high-throughput method for on- and off-policy learning applications.

Overhead shot of a llama from above, showcasing its snout and ears against the earthy ground.

Optimizing Llama 3 8b Best Finetune Model Performance

Unlock real-world performance with Llama 3 8b Best Finetune Model, optimized for practical applications and effective problem-solving.

Couple celebrating new home purchase with embracing hug while realtor observes, all wearing face masks.

Effortless Guide: How to Install Hugging Face with Ease Now

Learn how to install Hugging Face with this step-by-step guide. Discover the process for installing Hugging Face and start building AI models today.

Optimizing Models with Grid Search TensorFlow Techniques

Mastering Grid Search TensorFlow: A step-by-step guide to hyperparameter tuning with Grid Search, optimizing model performance and accuracy.

Visualizing Confusion Matrix for MNIST PyTorch Tensorboard

Unlock insights into MNIST classification with a visualized confusion matrix for MNIST PyTorch, leveraging TensorBoard for enhanced clarity.

PyTorch Fine-Tune Techniques for Enhanced Model Performance

Learn how to fine-tune PyTorch models for improved performance with expert guidance on PyTorch finetune techniques and best practices.

Maximizing Transformer DDPG for Intelligent Control

Discover how Transformer DDPG can enhance reinforcement learning, improving agent performance and policy optimization in complex tasks.

Optimizing Classifiers with PyTorch Confusion Matrix

Unlock accurate classification with PyTorch Confusion Matrix. Learn how to use it for precision, recall, and F1 score analysis.

An artist’s illustration of artificial intelligence (AI). This image depicts the potential of AI for society through 3D visualisations. It was created by Novoto Studio as part of the Visua...

Generative AI, Human Creativity & Art Google Scholar

Exploring the intersection of generative AI, human creativity, and art through Google Scholar research, where tech meets artistry and innovation.

Distributed Training Huggingface for Rapid Model Development

Accelerate Hugging Face model training with distributed training for faster results, improved efficiency, and scalable performance.

Unlocking Soft Actor Critic: AI Reinforcement Mastery

Discover Soft Actor Critic, a cutting-edge reinforcement learning algorithm, and explore its applications in robotics, game playing, and more.