Table of Contents FastAPI Meets OpenAI CLIP: Build and Deploy with Docker Building on FastAPI Foundations What’s Next? What Is OpenAI CLIP? How OpenAI CLIP Works: Understanding Text-Image Matching and Contrastive Learning Contrastive Pre-Training: Aligning Text and Image Embeddings Shared…

Table of Contents FastAPI with GitHub Actions and GHCR: Continuous Delivery Made Simple Transition to Continuous Deployment (CD) Why Continuous Deployment Matters for FastAPI Projects Configuring Your Development Environment Project Directory Structure for Following Lessons What Is GitHub Container Registry…

Table of Contents No Module Named ‘tensorflow’ What Is TensorFlow 2? Prerequisites and Operating System TensorFlow Installation Steps Alternative TensorFlow Installation Methods Using Docker for TensorFlow Installing TensorFlow with Conda Learn TensorFlow Hands-On Summary Citation Information No Module Named ‘tensorflow’…

Table of Contents Inside Look: Exploring Ollama for On-Device AI Introduction to Ollama Overview of Ollama Installing Ollama on a MacOS Ollama’s Model Registry: A Treasure Trove of LLMs Ollama as a Command Line Interface Tool History and Contextual Awareness…

Table of Contents Setting Up a GPU Development Environment Using Docker Introduction A Quick Recap Setting Up Our Virtual Machine Allocation Configuring Our Virtual Machine Summary Citation Information Setting Up a GPU Development Environment Using Docker In this tutorial, you…

Table of Contents Getting Used to Docker for Machine Learning Introduction A Quick Recap Dockerfile > Docker Image > Docker Container Dockerfile Docker Image Docker Container Example: Deploying a Flask API Container from Scratch Python Code for Flask API to…

Table of Contents Getting Started with Docker for Machine Learning Overview: Why the Need? What Are Containers? How Do Containers Differ from Virtual Machines? Most Popular Container Images TensorFlow PyTorch Python NGINX Install Docker Install Docker Manually Install Docker Desktop…

This is a guest post by Michael Herman from Real Python – learn Python programming and web development through hands-on, interesting examples that are useful and fun! In this tutorial, we’ll take the command line image search engine from the…