pgvector - Stylish Hierarchical Navigable Small World Indexes
Explore efficient vector similarity search using pgvector's Hierarchical Navigable Small World indexes for PostgreSQL databases.
Reddit Data Pipeline Engineering with AWS - End-to-End Data Engineering
Build a comprehensive Reddit data pipeline using AWS services, integrating Airflow, S3, Glue, Athena, and Redshift for efficient ETL processes and analytics.
Realtime Change Data Capture Streaming - End-to-End Data Engineering Project
Implement real-time Change Data Capture streaming using Docker, Postgres, Debezium, Kafka, Apache Spark, and Slack. Create an efficient data pipeline for responsive data engineering projects.
From Code to Cloud: Quality Kubernetes Deployments with Monokle
Master Kubernetes deployments using open-source tools. Learn to install apps, configure resources, implement OPA validation, use Kustomize overlays, and compare deployments for efficient cloud-native development.
Engineering a Kubernetes Operator - Lessons Learned from Versions 1 to 5
Discover the evolution of Kubernetes Operator development through 5 versions of a Postgres implementation, exploring architectural decisions, design patterns, and practical strategies for building robust operators.
Breaking the 1.5MB Barrier: Running Large Metaflow Flows with Argo for AI/ML Workloads
Discover how to overcome Argo's 1.5MB size limitation for large-scale AI/ML workflows using Aurora Postgres RDS and EKS, enabling efficient management of extensive batch processes and data preparation tasks.
Brag Your RAG with MLOps - Building Scalable GenAI Solutions on Kubernetes
Discover how to build and deploy scalable RAG applications using LangChain, Canopy, and PostgreSQL Vector database on Kubernetes, while implementing effective MLOps strategies for GenAI solutions.
Cloud Native PostgreSQL - Running PostgreSQL on Kubernetes
Discover how to effectively deploy and manage PostgreSQL on Kubernetes, exploring various operators, Neon PostgreSQL implementation, and essential best practices for cloud-native environments.
Improving Accuracy of GenAI Apps with Azure Database for PostgreSQL - Advanced RAG Techniques
Master advanced RAG techniques in Azure PostgreSQL to enhance GenAI app accuracy through vector search, hybrid search, semantic ranking, and GraphRAG implementation for enterprise solutions.
Multi-Version Concurrency Control - Lecture 19
Dive into multi-version concurrency control principles and implementations in database systems, exploring transaction management, version storage, and conflict resolution techniques.
Spring Data JPA Query By Example - Writing Dynamic Searches with Less Code
Master Spring Data JPA's Query By Example to simplify dynamic database searches, reduce boilerplate code, and implement flexible querying capabilities in Spring Boot applications.
Next.js SQL Data Queries with Drizzle ORM - Building a Full Stack Project
Master SQL data querying in Next.js applications using Drizzle ORM, focusing on server components, form routing, and efficient database operations with practical examples and implementations.
Building a SAAS Application with Clerk Authentication, PostgreSQL, and Next.js
Master modern web development by building a complete SAAS application using Clerk authentication, PostgreSQL database, and Next.js framework with hands-on implementation and best practices.