#deeplearning Development Tutorials & Tips | Roast Dev

𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝗶𝗻𝗴 𝗩𝗲𝗰𝘁𝗼𝗿 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲𝘀: 𝗧𝗵𝗲 𝗕𝗮𝗰𝗸𝗯𝗼𝗻𝗲 𝗼𝗳 𝗥𝗔𝗚 𝗥𝗲𝘁𝗿𝗶𝗲𝘃𝗮𝗹

Retrieval-Augmented Generation (RAG) relies on an advanced retrieval system to fetch relevant information before generating responses. At the heart of this retrieval process are vector databases, whic...

10.03.2025 0 Read More

Neural DSL v0.2.2 Release Notes

🚀 Major Changes Fixed Parameter Parsing Layer parameter handling has been significantly improved: ⛶# Now correctly handles both styles: Dense(64, "relu") # Positional params...

10.03.2025 0 Read More

What Are Embeddings? How They Help in RAG

Retrieval-Augmented Generation (RAG) relies on a key concept called embeddings to enable intelligent search and retrieval of relevant information. Embeddings are numerical representations of text, ima...

11.03.2025 0 Read More

Comprehensive Guide to Deep Learning Intrinsic Metrics

In the evolving field of artificial intelligence, deep learning has emerged as a powerful tool for solving complex problems across various domains. As deep learning models become more intricate and th...

12.03.2025 0 Read More

True Error vs Sample Error

In machine learning and statistics, understanding the concepts of true error and sample error is crucial for evaluating the performance of models. These errors help us assess how well our models gener...

12.03.2025 0 Read More

What is Deep Learning

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06.05.2025 0 Read More

10 Real-World AI Agent Examples That Are Changing the Game

Artificial Intelligence (AI) agents are no longer just a futuristic concept—they’re here, and they’re transforming the way we live, work, and interact with technology. From automating mundane ta...

13.03.2025 0 Read More

Bias and Variance

Evaluating a machine learning model involves various metrics, such as Mean Squared Error (MSE) for regression and Precision, Recall, and ROC for classification problems. Among these evaluation metrics...

13.03.2025 0 Read More

Advancing AI with Machine Learning Engineering

Google Cloud Certified Professional Machine Learning Engineer plays a crucial role in developing, deploying, and optimizing AI-driven solutions. As industries integrate machine learning (ML) into thei...

14.03.2025 0 Read More

The Evolution of AI Architecture: Designing Scalable and Intelligent Systems

Artificial Intelligence (AI) has transformed industries, driving innovation in automation, data processing, and decision-making. The role of AI architecture is critical in ensuring that AI systems are...