AI Notes For Learning

  • Using .h5 model directly for Retrieval-Augmented Generation

    Using a .h5 model directly for Retrieval-Augmented Generation (RAG) is not the typical or most efficient approach. Here’s why and how you would generally integrate a .h5 model…

    Continue Reading

  • What is a Tensor

    In the realm of computer science, especially within the fields of machine learning and deep learning, a tensor is a fundamental data structure. Think of it as a…

    Continue Reading

  • Tensor

    PyTorch’s fundamental data structure is the Tensor. It’s the central object for numerical computation in PyTorch, analogous to NumPy’s ndarray but with added capabilities for GPU acceleration and…

    Continue Reading

  • Google BigQuery

    Google BigQuery is a fully managed, serverless, and cost-effective data warehouse that enables super-fast SQL queries using the processing power of Google’s infrastructure. It’s designed for analyzing massive…

    Continue Reading

  • Vertex AI

    Vertex AI is Google Cloud‘s unified platform for machine learning (ML) and artificial intelligence (AI). It’s designed to help data scientists and ML engineers build, deploy, and scale…

    Continue Reading

  • Google BigQuery and Vertex AI Together

    Google BigQuery and Vertex AI are powerful components of Google Cloud‘s AI/ML ecosystem and are designed to work seamlessly together to facilitate the entire machine learning lifecycle. Here’s…

    Continue Reading