19 Articles by Dr. Sarah Kim
Monitoring AI Model Performance with Prometheus and Grafana
Monitor AI model performance using Prometheus and Grafana, key to scalable AI systems
Developing AI Content Generation with LLMs and SpaCy
Learn to develop AI-driven content generation systems using language models and spaCy, optimizing for production-grade environments.
Automating Hyperparameter Tuning for LLMs with Azure ML
Automate hyperparameter tuning for large language models using Azure Machine Learning, improving model performance and efficiency
Optimizing AI Model Serving with TensorFlow Serving and gRPC
Optimize AI model serving with TensorFlow Serving and gRPC for efficient deployment and management of machine learning models.
Integrating AI Recommendation Systems with Redis and Python
Learn to build AI-powered recommendation systems with Redis and Python, improving user experience and engagement.
Visualize AI Model Performance with TensorBoard and Matplotlib
Learn to visualize AI model performance using TensorBoard and Matplotlib for better understanding and improvement of your models
Orchestrating AI Workflows with Apache Airflow and Kubernetes
Orchestrate AI workflows with Apache Airflow and Kubernetes for scalable and reliable deployments, including AI model training and natural language processing
Secure LLM APIs with OAuth 2.0 and AWS API Gateway
Secure Large Language Model APIs using OAuth 2.0 and AWS API Gateway, ensuring authenticated access to your AI models
Natural Language Processing Pipeline with spaCy and scikit-learn
Develop a production-grade NLP pipeline using spaCy and scikit-learn for text classification and entity recognition
Deploying Large Language Models with AWS SageMaker and Docker
Learn to deploy large language models with AWS SageMaker and Docker for scalable AI solutions, improving model performance and reducing latency
Building Custom AI Agents with Python and Gym
Learn to create custom AI agents using Python and the Gym library, a key concept in AI engineering
Mastering Multi-Agent Orchestration with LangGraph
Learn multi-agent orchestration with LangGraph and tool calling for AI agent development, including key concepts and implementation details
Mastering JWT Authentication in Node.js
Learn JWT authentication in Node.js for secure APIs, including token generation and verification.
Mastering Git Branching Strategies for Teams in DevOps
Learn effective Git branching strategies for teams to streamline collaboration and improve code quality, a crucial aspect of DevOps and deployment.
Streaming AI Responses in Next.js with Vercel AI SDK
Stream AI responses in Next.js with Vercel AI SDK for scalable and efficient AI-powered applications
Fine-Tune Llama 3 with LoRA on Custom Data
Fine-tune Llama 3 with LoRA on custom datasets for improved performance, explore key concepts and implementations
PostgreSQL vs MySQL: Choosing the Right Database
Compare PostgreSQL and MySQL databases to determine which is best for your project, considering factors like scalability and performance.
Introduction to Tailwind CSS for Beginners Tutorial
Learn Tailwind CSS basics for styling web applications with a utility-first approach and boost your web development skills
Building a REST API with Node.js and Express
Learn to build a REST API with Node.js and Express, covering fundamentals, implementation, and optimization